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RealMatrix (Commons Math 2.1 API)
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<FONT SIZE="-1">
org.apache.commons.math.linear</FONT>
<BR>
Interface RealMatrix</H2>
<DL>
<DT><B>All Superinterfaces:</B> <DD><A HREF="../../../../../org/apache/commons/math/linear/AnyMatrix.html" title="interface in org.apache.commons.math.linear">AnyMatrix</A></DD>
</DL>
<DL>
<DT><B>All Known Subinterfaces:</B> <DD><A HREF="../../../../../org/apache/commons/math/linear/SparseRealMatrix.html" title="interface in org.apache.commons.math.linear">SparseRealMatrix</A></DD>
</DL>
<DL>
<DT><B>All Known Implementing Classes:</B> <DD><A HREF="../../../../../org/apache/commons/math/linear/AbstractRealMatrix.html" title="class in org.apache.commons.math.linear">AbstractRealMatrix</A>, <A HREF="../../../../../org/apache/commons/math/linear/Array2DRowRealMatrix.html" title="class in org.apache.commons.math.linear">Array2DRowRealMatrix</A>, <A HREF="../../../../../org/apache/commons/math/linear/BlockRealMatrix.html" title="class in org.apache.commons.math.linear">BlockRealMatrix</A>, <A HREF="../../../../../org/apache/commons/math/linear/OpenMapRealMatrix.html" title="class in org.apache.commons.math.linear">OpenMapRealMatrix</A>, <A HREF="../../../../../org/apache/commons/math/linear/RealMatrixImpl.html" title="class in org.apache.commons.math.linear">RealMatrixImpl</A></DD>
</DL>
<HR>
<DL>
<DT><PRE>public interface <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.29"><B>RealMatrix</B></A><DT>extends <A HREF="../../../../../org/apache/commons/math/linear/AnyMatrix.html" title="interface in org.apache.commons.math.linear">AnyMatrix</A></DL>
</PRE>

<P>
Interface defining a real-valued matrix with basic algebraic operations.
 <p>
 Matrix element indexing is 0-based -- e.g., <code>getEntry(0, 0)</code>
 returns the element in the first row, first column of the matrix.</p>
<P>

<P>
<DL>
<DT><B>Version:</B></DT>
  <DD>$Revision: 811786 $ $Date: 2009-09-06 05:36:08 -0400 (Sun, 06 Sep 2009) $</DD>
</DL>
<HR>

<P>

<!-- ========== METHOD SUMMARY =========== -->

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<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor">
<TH ALIGN="left" COLSPAN="2"><FONT SIZE="+2">
<B>Method Summary</B></FONT></TH>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#add(org.apache.commons.math.linear.RealMatrix)">add</A></B>(<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A>&nbsp;m)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Compute the sum of this and m.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#addToEntry(int, int, double)">addToEntry</A></B>(int&nbsp;row,
                     int&nbsp;column,
                     double&nbsp;increment)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Change an entry in the specified row and column.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#copy()">copy</A></B>()</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns a (deep) copy of this.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#copySubMatrix(int[], int[], double[][])">copySubMatrix</A></B>(int[]&nbsp;selectedRows,
                           int[]&nbsp;selectedColumns,
                           double[][]&nbsp;destination)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Copy a submatrix.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#copySubMatrix(int, int, int, int, double[][])">copySubMatrix</A></B>(int&nbsp;startRow,
                           int&nbsp;endRow,
                           int&nbsp;startColumn,
                           int&nbsp;endColumn,
                           double[][]&nbsp;destination)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Copy a submatrix.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#createMatrix(int, int)">createMatrix</A></B>(int&nbsp;rowDimension,
                         int&nbsp;columnDimension)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Create a new RealMatrix of the same type as the instance with the supplied
 row and column dimensions.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;double[]</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#getColumn(int)">getColumn</A></B>(int&nbsp;column)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns the entries in column number <code>col</code> as an array.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#getColumnMatrix(int)">getColumnMatrix</A></B>(int&nbsp;column)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns the entries in column number <code>column</code>
 as a column matrix.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;<A HREF="../../../../../org/apache/commons/math/linear/RealVector.html" title="interface in org.apache.commons.math.linear">RealVector</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#getColumnVector(int)">getColumnVector</A></B>(int&nbsp;column)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns the entries in column number <code>column</code>
 as a vector.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;double[][]</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#getData()">getData</A></B>()</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns matrix entries as a two-dimensional array.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;double</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#getDeterminant()">getDeterminant</A></B>()</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<B>Deprecated.</B>&nbsp;<I>as of release 2.0, replaced by <code>
 <A HREF="../../../../../org/apache/commons/math/linear/LUDecompositionImpl.html#LUDecompositionImpl(org.apache.commons.math.linear.RealMatrix)"><CODE>new LUDecompositionImpl(m)</CODE></A>.<A HREF="../../../../../org/apache/commons/math/linear/LUDecomposition.html#getDeterminant()"><CODE>getDeterminant()</CODE></A></code></I></TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;double</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#getEntry(int, int)">getEntry</A></B>(int&nbsp;row,
                 int&nbsp;column)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns the entry in the specified row and column.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;double</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#getFrobeniusNorm()">getFrobeniusNorm</A></B>()</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns the <a href="http://mathworld.wolfram.com/FrobeniusNorm.html">
 Frobenius norm</a> of the matrix.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;double</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#getNorm()">getNorm</A></B>()</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns the <a href="http://mathworld.wolfram.com/MaximumAbsoluteRowSumNorm.html">
 maximum absolute row sum norm</a> of the matrix.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;double[]</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#getRow(int)">getRow</A></B>(int&nbsp;row)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns the entries in row number <code>row</code> as an array.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#getRowMatrix(int)">getRowMatrix</A></B>(int&nbsp;row)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns the entries in row number <code>row</code>
 as a row matrix.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;<A HREF="../../../../../org/apache/commons/math/linear/RealVector.html" title="interface in org.apache.commons.math.linear">RealVector</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#getRowVector(int)">getRowVector</A></B>(int&nbsp;row)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns the entries in row number <code>row</code>
 as a vector.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#getSubMatrix(int[], int[])">getSubMatrix</A></B>(int[]&nbsp;selectedRows,
                         int[]&nbsp;selectedColumns)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Gets a submatrix.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#getSubMatrix(int, int, int, int)">getSubMatrix</A></B>(int&nbsp;startRow,
                         int&nbsp;endRow,
                         int&nbsp;startColumn,
                         int&nbsp;endColumn)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Gets a submatrix.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;double</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#getTrace()">getTrace</A></B>()</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns the <a href="http://mathworld.wolfram.com/MatrixTrace.html">
 trace</a> of the matrix (the sum of the elements on the main diagonal).</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#inverse()">inverse</A></B>()</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<B>Deprecated.</B>&nbsp;<I>as of release 2.0, replaced by <code>
 <A HREF="../../../../../org/apache/commons/math/linear/LUDecompositionImpl.html#LUDecompositionImpl(org.apache.commons.math.linear.RealMatrix)"><CODE>new LUDecompositionImpl(m)</CODE></A>.<A HREF="../../../../../org/apache/commons/math/linear/LUDecomposition.html#getSolver()"><CODE>getSolver()</CODE></A>.<A HREF="../../../../../org/apache/commons/math/linear/DecompositionSolver.html#getInverse()"><CODE>getInverse()</CODE></A></code></I></TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;boolean</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#isSingular()">isSingular</A></B>()</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<B>Deprecated.</B>&nbsp;<I>as of release 2.0, replaced by the boolean negation of
 <code><A HREF="../../../../../org/apache/commons/math/linear/LUDecompositionImpl.html#LUDecompositionImpl(org.apache.commons.math.linear.RealMatrix)"><CODE>new LUDecompositionImpl(m)</CODE></A>.<A HREF="../../../../../org/apache/commons/math/linear/LUDecomposition.html#getSolver()"><CODE>getSolver()</CODE></A>.<A HREF="../../../../../org/apache/commons/math/linear/DecompositionSolver.html#isNonSingular()"><CODE>isNonSingular()</CODE></A></code></I></TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#multiply(org.apache.commons.math.linear.RealMatrix)">multiply</A></B>(<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A>&nbsp;m)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns the result of postmultiplying this by m.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#multiplyEntry(int, int, double)">multiplyEntry</A></B>(int&nbsp;row,
                           int&nbsp;column,
                           double&nbsp;factor)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Change an entry in the specified row and column.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;double[]</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#operate(double[])">operate</A></B>(double[]&nbsp;v)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns the result of multiplying this by the vector <code>v</code>.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;<A HREF="../../../../../org/apache/commons/math/linear/RealVector.html" title="interface in org.apache.commons.math.linear">RealVector</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#operate(org.apache.commons.math.linear.RealVector)">operate</A></B>(<A HREF="../../../../../org/apache/commons/math/linear/RealVector.html" title="interface in org.apache.commons.math.linear">RealVector</A>&nbsp;v)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns the result of multiplying this by the vector <code>v</code>.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;double[]</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#preMultiply(double[])">preMultiply</A></B>(double[]&nbsp;v)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns the (row) vector result of premultiplying this by the vector <code>v</code>.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#preMultiply(org.apache.commons.math.linear.RealMatrix)">preMultiply</A></B>(<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A>&nbsp;m)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns the result premultiplying this by <code>m</code>.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;<A HREF="../../../../../org/apache/commons/math/linear/RealVector.html" title="interface in org.apache.commons.math.linear">RealVector</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#preMultiply(org.apache.commons.math.linear.RealVector)">preMultiply</A></B>(<A HREF="../../../../../org/apache/commons/math/linear/RealVector.html" title="interface in org.apache.commons.math.linear">RealVector</A>&nbsp;v)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns the (row) vector result of premultiplying this by the vector <code>v</code>.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#scalarAdd(double)">scalarAdd</A></B>(double&nbsp;d)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns the result of adding d to each entry of this.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#scalarMultiply(double)">scalarMultiply</A></B>(double&nbsp;d)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns the result multiplying each entry of this by d.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#setColumn(int, double[])">setColumn</A></B>(int&nbsp;column,
                   double[]&nbsp;array)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Sets the entries in column number <code>column</code>
 as a column matrix.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#setColumnMatrix(int, org.apache.commons.math.linear.RealMatrix)">setColumnMatrix</A></B>(int&nbsp;column,
                               <A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A>&nbsp;matrix)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Sets the entries in column number <code>column</code>
 as a column matrix.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#setColumnVector(int, org.apache.commons.math.linear.RealVector)">setColumnVector</A></B>(int&nbsp;column,
                               <A HREF="../../../../../org/apache/commons/math/linear/RealVector.html" title="interface in org.apache.commons.math.linear">RealVector</A>&nbsp;vector)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Sets the entries in column number <code>column</code>
 as a vector.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#setEntry(int, int, double)">setEntry</A></B>(int&nbsp;row,
                 int&nbsp;column,
                 double&nbsp;value)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Set the entry in the specified row and column.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#setRow(int, double[])">setRow</A></B>(int&nbsp;row,
             double[]&nbsp;array)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Sets the entries in row number <code>row</code>
 as a row matrix.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#setRowMatrix(int, org.apache.commons.math.linear.RealMatrix)">setRowMatrix</A></B>(int&nbsp;row,
                         <A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A>&nbsp;matrix)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Sets the entries in row number <code>row</code>
 as a row matrix.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#setRowVector(int, org.apache.commons.math.linear.RealVector)">setRowVector</A></B>(int&nbsp;row,
                         <A HREF="../../../../../org/apache/commons/math/linear/RealVector.html" title="interface in org.apache.commons.math.linear">RealVector</A>&nbsp;vector)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Sets the entries in row number <code>row</code>
 as a vector.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#setSubMatrix(double[][], int, int)">setSubMatrix</A></B>(double[][]&nbsp;subMatrix,
                         int&nbsp;row,
                         int&nbsp;column)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Replace the submatrix starting at <code>row, column</code> using data in
 the input <code>subMatrix</code> array.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;double[]</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#solve(double[])">solve</A></B>(double[]&nbsp;b)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<B>Deprecated.</B>&nbsp;<I>as of release 2.0, replaced by <A HREF="../../../../../org/apache/commons/math/linear/DecompositionSolver.html#solve(double[])"><CODE>DecompositionSolver.solve(double[])</CODE></A></I></TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#solve(org.apache.commons.math.linear.RealMatrix)">solve</A></B>(<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A>&nbsp;b)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<B>Deprecated.</B>&nbsp;<I>as of release 2.0, replaced by <A HREF="../../../../../org/apache/commons/math/linear/DecompositionSolver.html#solve(org.apache.commons.math.linear.RealMatrix)"><CODE>DecompositionSolver.solve(RealMatrix)</CODE></A></I></TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#subtract(org.apache.commons.math.linear.RealMatrix)">subtract</A></B>(<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A>&nbsp;m)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Compute this minus m.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#transpose()">transpose</A></B>()</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns the transpose of this matrix.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;double</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)">walkInColumnOrder</A></B>(<A HREF="../../../../../org/apache/commons/math/linear/RealMatrixChangingVisitor.html" title="interface in org.apache.commons.math.linear">RealMatrixChangingVisitor</A>&nbsp;visitor)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Visit (and possibly change) all matrix entries in column order.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;double</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)">walkInColumnOrder</A></B>(<A HREF="../../../../../org/apache/commons/math/linear/RealMatrixChangingVisitor.html" title="interface in org.apache.commons.math.linear">RealMatrixChangingVisitor</A>&nbsp;visitor,
                                   int&nbsp;startRow,
                                   int&nbsp;endRow,
                                   int&nbsp;startColumn,
                                   int&nbsp;endColumn)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Visit (and possibly change) some matrix entries in column order.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;double</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)">walkInColumnOrder</A></B>(<A HREF="../../../../../org/apache/commons/math/linear/RealMatrixPreservingVisitor.html" title="interface in org.apache.commons.math.linear">RealMatrixPreservingVisitor</A>&nbsp;visitor)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Visit (but don't change) all matrix entries in column order.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;double</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)">walkInColumnOrder</A></B>(<A HREF="../../../../../org/apache/commons/math/linear/RealMatrixPreservingVisitor.html" title="interface in org.apache.commons.math.linear">RealMatrixPreservingVisitor</A>&nbsp;visitor,
                                   int&nbsp;startRow,
                                   int&nbsp;endRow,
                                   int&nbsp;startColumn,
                                   int&nbsp;endColumn)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Visit (but don't change) some matrix entries in column order.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;double</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)">walkInOptimizedOrder</A></B>(<A HREF="../../../../../org/apache/commons/math/linear/RealMatrixChangingVisitor.html" title="interface in org.apache.commons.math.linear">RealMatrixChangingVisitor</A>&nbsp;visitor)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Visit (and possibly change) all matrix entries using the fastest possible order.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;double</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)">walkInOptimizedOrder</A></B>(<A HREF="../../../../../org/apache/commons/math/linear/RealMatrixChangingVisitor.html" title="interface in org.apache.commons.math.linear">RealMatrixChangingVisitor</A>&nbsp;visitor,
                                         int&nbsp;startRow,
                                         int&nbsp;endRow,
                                         int&nbsp;startColumn,
                                         int&nbsp;endColumn)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Visit (and possibly change) some matrix entries using the fastest possible order.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;double</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)">walkInOptimizedOrder</A></B>(<A HREF="../../../../../org/apache/commons/math/linear/RealMatrixPreservingVisitor.html" title="interface in org.apache.commons.math.linear">RealMatrixPreservingVisitor</A>&nbsp;visitor)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Visit (but don't change) all matrix entries using the fastest possible order.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;double</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)">walkInOptimizedOrder</A></B>(<A HREF="../../../../../org/apache/commons/math/linear/RealMatrixPreservingVisitor.html" title="interface in org.apache.commons.math.linear">RealMatrixPreservingVisitor</A>&nbsp;visitor,
                                         int&nbsp;startRow,
                                         int&nbsp;endRow,
                                         int&nbsp;startColumn,
                                         int&nbsp;endColumn)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Visit (but don't change) some matrix entries using the fastest possible order.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;double</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)">walkInRowOrder</A></B>(<A HREF="../../../../../org/apache/commons/math/linear/RealMatrixChangingVisitor.html" title="interface in org.apache.commons.math.linear">RealMatrixChangingVisitor</A>&nbsp;visitor)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Visit (and possibly change) all matrix entries in row order.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;double</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)">walkInRowOrder</A></B>(<A HREF="../../../../../org/apache/commons/math/linear/RealMatrixChangingVisitor.html" title="interface in org.apache.commons.math.linear">RealMatrixChangingVisitor</A>&nbsp;visitor,
                             int&nbsp;startRow,
                             int&nbsp;endRow,
                             int&nbsp;startColumn,
                             int&nbsp;endColumn)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Visit (and possibly change) some matrix entries in row order.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;double</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)">walkInRowOrder</A></B>(<A HREF="../../../../../org/apache/commons/math/linear/RealMatrixPreservingVisitor.html" title="interface in org.apache.commons.math.linear">RealMatrixPreservingVisitor</A>&nbsp;visitor)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Visit (but don't change) all matrix entries in row order.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;double</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)">walkInRowOrder</A></B>(<A HREF="../../../../../org/apache/commons/math/linear/RealMatrixPreservingVisitor.html" title="interface in org.apache.commons.math.linear">RealMatrixPreservingVisitor</A>&nbsp;visitor,
                             int&nbsp;startRow,
                             int&nbsp;endRow,
                             int&nbsp;startColumn,
                             int&nbsp;endColumn)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Visit (but don't change) some matrix entries in row order.</TD>
</TR>
</TABLE>
&nbsp;<A NAME="methods_inherited_from_class_org.apache.commons.math.linear.AnyMatrix"><!-- --></A>
<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#EEEEFF" CLASS="TableSubHeadingColor">
<TH ALIGN="left"><B>Methods inherited from interface org.apache.commons.math.linear.<A HREF="../../../../../org/apache/commons/math/linear/AnyMatrix.html" title="interface in org.apache.commons.math.linear">AnyMatrix</A></B></TH>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD><CODE><A HREF="../../../../../org/apache/commons/math/linear/AnyMatrix.html#getColumnDimension()">getColumnDimension</A>, <A HREF="../../../../../org/apache/commons/math/linear/AnyMatrix.html#getRowDimension()">getRowDimension</A>, <A HREF="../../../../../org/apache/commons/math/linear/AnyMatrix.html#isSquare()">isSquare</A></CODE></TD>
</TR>
</TABLE>
&nbsp;
<P>

<!-- ============ METHOD DETAIL ========== -->

<A NAME="method_detail"><!-- --></A>
<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor">
<TH ALIGN="left" COLSPAN="1"><FONT SIZE="+2">
<B>Method Detail</B></FONT></TH>
</TR>
</TABLE>

<A NAME="createMatrix(int, int)"><!-- --></A><H3>
createMatrix</H3>
<PRE>
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A> <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.41"><B>createMatrix</B></A>(int&nbsp;rowDimension,
                        int&nbsp;columnDimension)</PRE>
<DL>
<DD>Create a new RealMatrix of the same type as the instance with the supplied
 row and column dimensions.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>rowDimension</CODE> - the number of rows in the new matrix<DD><CODE>columnDimension</CODE> - the number of columns in the new matrix
<DT><B>Returns:</B><DD>a new matrix of the same type as the instance
<DT><B>Throws:</B>
<DD><CODE><A HREF="http://java.sun.com/javase/6/docs/api/java/lang/IllegalArgumentException.html?is-external=true" title="class or interface in java.lang">IllegalArgumentException</A></CODE> - if row or column dimension is not positive<DT><B>Since:</B></DT>
  <DD>2.0</DD>
</DL>
</DD>
</DL>
<HR>

<A NAME="copy()"><!-- --></A><H3>
copy</H3>
<PRE>
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A> <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.48"><B>copy</B></A>()</PRE>
<DL>
<DD>Returns a (deep) copy of this.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>

<DT><B>Returns:</B><DD>matrix copy</DL>
</DD>
</DL>
<HR>

<A NAME="add(org.apache.commons.math.linear.RealMatrix)"><!-- --></A><H3>
add</H3>
<PRE>
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A> <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.57"><B>add</B></A>(<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A>&nbsp;m)
               throws <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/IllegalArgumentException.html?is-external=true" title="class or interface in java.lang">IllegalArgumentException</A></PRE>
<DL>
<DD>Compute the sum of this and m.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>m</CODE> - matrix to be added
<DT><B>Returns:</B><DD>this + m
<DT><B>Throws:</B>
<DD><CODE><A HREF="http://java.sun.com/javase/6/docs/api/java/lang/IllegalArgumentException.html?is-external=true" title="class or interface in java.lang">IllegalArgumentException</A></CODE> - if m is not the same size as this</DL>
</DD>
</DL>
<HR>

<A NAME="subtract(org.apache.commons.math.linear.RealMatrix)"><!-- --></A><H3>
subtract</H3>
<PRE>
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A> <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.66"><B>subtract</B></A>(<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A>&nbsp;m)
                    throws <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/IllegalArgumentException.html?is-external=true" title="class or interface in java.lang">IllegalArgumentException</A></PRE>
<DL>
<DD>Compute this minus m.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>m</CODE> - matrix to be subtracted
<DT><B>Returns:</B><DD>this - m
<DT><B>Throws:</B>
<DD><CODE><A HREF="http://java.sun.com/javase/6/docs/api/java/lang/IllegalArgumentException.html?is-external=true" title="class or interface in java.lang">IllegalArgumentException</A></CODE> - if m is not the same size as this</DL>
</DD>
</DL>
<HR>

<A NAME="scalarAdd(double)"><!-- --></A><H3>
scalarAdd</H3>
<PRE>
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A> <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.74"><B>scalarAdd</B></A>(double&nbsp;d)</PRE>
<DL>
<DD>Returns the result of adding d to each entry of this.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>d</CODE> - value to be added to each entry
<DT><B>Returns:</B><DD>d + this</DL>
</DD>
</DL>
<HR>

<A NAME="scalarMultiply(double)"><!-- --></A><H3>
scalarMultiply</H3>
<PRE>
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A> <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.82"><B>scalarMultiply</B></A>(double&nbsp;d)</PRE>
<DL>
<DD>Returns the result multiplying each entry of this by d.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>d</CODE> - value to multiply all entries by
<DT><B>Returns:</B><DD>d * this</DL>
</DD>
</DL>
<HR>

<A NAME="multiply(org.apache.commons.math.linear.RealMatrix)"><!-- --></A><H3>
multiply</H3>
<PRE>
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A> <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.92"><B>multiply</B></A>(<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A>&nbsp;m)
                    throws <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/IllegalArgumentException.html?is-external=true" title="class or interface in java.lang">IllegalArgumentException</A></PRE>
<DL>
<DD>Returns the result of postmultiplying this by m.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>m</CODE> - matrix to postmultiply by
<DT><B>Returns:</B><DD>this * m
<DT><B>Throws:</B>
<DD><CODE><A HREF="http://java.sun.com/javase/6/docs/api/java/lang/IllegalArgumentException.html?is-external=true" title="class or interface in java.lang">IllegalArgumentException</A></CODE> - if columnDimension(this) != rowDimension(m)</DL>
</DD>
</DL>
<HR>

<A NAME="preMultiply(org.apache.commons.math.linear.RealMatrix)"><!-- --></A><H3>
preMultiply</H3>
<PRE>
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A> <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.101"><B>preMultiply</B></A>(<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A>&nbsp;m)
                       throws <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/IllegalArgumentException.html?is-external=true" title="class or interface in java.lang">IllegalArgumentException</A></PRE>
<DL>
<DD>Returns the result premultiplying this by <code>m</code>.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>m</CODE> - matrix to premultiply by
<DT><B>Returns:</B><DD>m * this
<DT><B>Throws:</B>
<DD><CODE><A HREF="http://java.sun.com/javase/6/docs/api/java/lang/IllegalArgumentException.html?is-external=true" title="class or interface in java.lang">IllegalArgumentException</A></CODE> - if rowDimension(this) != columnDimension(m)</DL>
</DD>
</DL>
<HR>

<A NAME="getData()"><!-- --></A><H3>
getData</H3>
<PRE>
double[][] <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.108"><B>getData</B></A>()</PRE>
<DL>
<DD>Returns matrix entries as a two-dimensional array.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>

<DT><B>Returns:</B><DD>2-dimensional array of entries</DL>
</DD>
</DL>
<HR>

<A NAME="getNorm()"><!-- --></A><H3>
getNorm</H3>
<PRE>
double <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.116"><B>getNorm</B></A>()</PRE>
<DL>
<DD>Returns the <a href="http://mathworld.wolfram.com/MaximumAbsoluteRowSumNorm.html">
 maximum absolute row sum norm</a> of the matrix.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>

<DT><B>Returns:</B><DD>norm</DL>
</DD>
</DL>
<HR>

<A NAME="getFrobeniusNorm()"><!-- --></A><H3>
getFrobeniusNorm</H3>
<PRE>
double <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.124"><B>getFrobeniusNorm</B></A>()</PRE>
<DL>
<DD>Returns the <a href="http://mathworld.wolfram.com/FrobeniusNorm.html">
 Frobenius norm</a> of the matrix.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>

<DT><B>Returns:</B><DD>norm</DL>
</DD>
</DL>
<HR>

<A NAME="getSubMatrix(int, int, int, int)"><!-- --></A><H3>
getSubMatrix</H3>
<PRE>
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A> <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.138"><B>getSubMatrix</B></A>(int&nbsp;startRow,
                        int&nbsp;endRow,
                        int&nbsp;startColumn,
                        int&nbsp;endColumn)
                        throws <A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></PRE>
<DL>
<DD>Gets a submatrix. Rows and columns are indicated
 counting from 0 to n-1.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>startRow</CODE> - Initial row index<DD><CODE>endRow</CODE> - Final row index (inclusive)<DD><CODE>startColumn</CODE> - Initial column index<DD><CODE>endColumn</CODE> - Final column index (inclusive)
<DT><B>Returns:</B><DD>The subMatrix containing the data of the
         specified rows and columns
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></CODE> - if the indices are not valid</DL>
</DD>
</DL>
<HR>

<A NAME="getSubMatrix(int[], int[])"><!-- --></A><H3>
getSubMatrix</H3>
<PRE>
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A> <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.151"><B>getSubMatrix</B></A>(int[]&nbsp;selectedRows,
                        int[]&nbsp;selectedColumns)
                        throws <A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></PRE>
<DL>
<DD>Gets a submatrix. Rows and columns are indicated
 counting from 0 to n-1.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>selectedRows</CODE> - Array of row indices.<DD><CODE>selectedColumns</CODE> - Array of column indices.
<DT><B>Returns:</B><DD>The subMatrix containing the data in the
         specified rows and columns
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></CODE> - if row or column selections are not valid</DL>
</DD>
</DL>
<HR>

<A NAME="copySubMatrix(int, int, int, int, double[][])"><!-- --></A><H3>
copySubMatrix</H3>
<PRE>
void <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.167"><B>copySubMatrix</B></A>(int&nbsp;startRow,
                   int&nbsp;endRow,
                   int&nbsp;startColumn,
                   int&nbsp;endColumn,
                   double[][]&nbsp;destination)
                   throws <A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A>,
                          <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/IllegalArgumentException.html?is-external=true" title="class or interface in java.lang">IllegalArgumentException</A></PRE>
<DL>
<DD>Copy a submatrix. Rows and columns are indicated
 counting from 0 to n-1.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>startRow</CODE> - Initial row index<DD><CODE>endRow</CODE> - Final row index (inclusive)<DD><CODE>startColumn</CODE> - Initial column index<DD><CODE>endColumn</CODE> - Final column index (inclusive)<DD><CODE>destination</CODE> - The arrays where the submatrix data should be copied
 (if larger than rows/columns counts, only the upper-left part will be used)
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></CODE> - if the indices are not valid
<DD><CODE><A HREF="http://java.sun.com/javase/6/docs/api/java/lang/IllegalArgumentException.html?is-external=true" title="class or interface in java.lang">IllegalArgumentException</A></CODE> - if the destination array is too small</DL>
</DD>
</DL>
<HR>

<A NAME="copySubMatrix(int[], int[], double[][])"><!-- --></A><H3>
copySubMatrix</H3>
<PRE>
void <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.182"><B>copySubMatrix</B></A>(int[]&nbsp;selectedRows,
                   int[]&nbsp;selectedColumns,
                   double[][]&nbsp;destination)
                   throws <A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A>,
                          <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/IllegalArgumentException.html?is-external=true" title="class or interface in java.lang">IllegalArgumentException</A></PRE>
<DL>
<DD>Copy a submatrix. Rows and columns are indicated
 counting from 0 to n-1.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>selectedRows</CODE> - Array of row indices.<DD><CODE>selectedColumns</CODE> - Array of column indices.<DD><CODE>destination</CODE> - The arrays where the submatrix data should be copied
 (if larger than rows/columns counts, only the upper-left part will be used)
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></CODE> - if the indices are not valid
<DD><CODE><A HREF="http://java.sun.com/javase/6/docs/api/java/lang/IllegalArgumentException.html?is-external=true" title="class or interface in java.lang">IllegalArgumentException</A></CODE> - if the destination array is too small</DL>
</DD>
</DL>
<HR>

<A NAME="setSubMatrix(double[][], int, int)"><!-- --></A><H3>
setSubMatrix</H3>
<PRE>
void <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.212"><B>setSubMatrix</B></A>(double[][]&nbsp;subMatrix,
                  int&nbsp;row,
                  int&nbsp;column)
                  throws <A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></PRE>
<DL>
<DD>Replace the submatrix starting at <code>row, column</code> using data in
 the input <code>subMatrix</code> array. Indexes are 0-based.
 <p>
 Example:<br>
 Starting with <pre>
 1  2  3  4
 5  6  7  8
 9  0  1  2
 </pre>
 and <code>subMatrix = {{3, 4} {5,6}}</code>, invoking
 <code>setSubMatrix(subMatrix,1,1))</code> will result in <pre>
 1  2  3  4
 5  3  4  8
 9  5  6  2
 </pre></p>
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>subMatrix</CODE> - array containing the submatrix replacement data<DD><CODE>row</CODE> - row coordinate of the top, left element to be replaced<DD><CODE>column</CODE> - column coordinate of the top, left element to be replaced
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></CODE> - if subMatrix does not fit into this
    matrix from element in (row, column)
<DD><CODE><A HREF="http://java.sun.com/javase/6/docs/api/java/lang/IllegalArgumentException.html?is-external=true" title="class or interface in java.lang">IllegalArgumentException</A></CODE> - if <code>subMatrix</code> is not rectangular
  (not all rows have the same length) or empty
<DD><CODE><A HREF="http://java.sun.com/javase/6/docs/api/java/lang/NullPointerException.html?is-external=true" title="class or interface in java.lang">NullPointerException</A></CODE> - if <code>subMatrix</code> is null<DT><B>Since:</B></DT>
  <DD>2.0</DD>
</DL>
</DD>
</DL>
<HR>

<A NAME="getRowMatrix(int)"><!-- --></A><H3>
getRowMatrix</H3>
<PRE>
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A> <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.223"><B>getRowMatrix</B></A>(int&nbsp;row)
                        throws <A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></PRE>
<DL>
<DD>Returns the entries in row number <code>row</code>
 as a row matrix.  Row indices start at 0.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>row</CODE> - the row to be fetched
<DT><B>Returns:</B><DD>row matrix
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></CODE> - if the specified row index is invalid</DL>
</DD>
</DL>
<HR>

<A NAME="setRowMatrix(int, org.apache.commons.math.linear.RealMatrix)"><!-- --></A><H3>
setRowMatrix</H3>
<PRE>
void <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.236"><B>setRowMatrix</B></A>(int&nbsp;row,
                  <A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A>&nbsp;matrix)
                  throws <A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A>,
                         <A HREF="../../../../../org/apache/commons/math/linear/InvalidMatrixException.html" title="class in org.apache.commons.math.linear">InvalidMatrixException</A></PRE>
<DL>
<DD>Sets the entries in row number <code>row</code>
 as a row matrix.  Row indices start at 0.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>row</CODE> - the row to be set<DD><CODE>matrix</CODE> - row matrix (must have one row and the same number of columns
 as the instance)
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></CODE> - if the specified row index is invalid
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/InvalidMatrixException.html" title="class in org.apache.commons.math.linear">InvalidMatrixException</A></CODE> - if the matrix dimensions do not match one
 instance row</DL>
</DD>
</DL>
<HR>

<A NAME="getColumnMatrix(int)"><!-- --></A><H3>
getColumnMatrix</H3>
<PRE>
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A> <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.247"><B>getColumnMatrix</B></A>(int&nbsp;column)
                           throws <A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></PRE>
<DL>
<DD>Returns the entries in column number <code>column</code>
 as a column matrix.  Column indices start at 0.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>column</CODE> - the column to be fetched
<DT><B>Returns:</B><DD>column matrix
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></CODE> - if the specified column index is invalid</DL>
</DD>
</DL>
<HR>

<A NAME="setColumnMatrix(int, org.apache.commons.math.linear.RealMatrix)"><!-- --></A><H3>
setColumnMatrix</H3>
<PRE>
void <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.260"><B>setColumnMatrix</B></A>(int&nbsp;column,
                     <A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A>&nbsp;matrix)
                     throws <A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A>,
                            <A HREF="../../../../../org/apache/commons/math/linear/InvalidMatrixException.html" title="class in org.apache.commons.math.linear">InvalidMatrixException</A></PRE>
<DL>
<DD>Sets the entries in column number <code>column</code>
 as a column matrix.  Column indices start at 0.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>column</CODE> - the column to be set<DD><CODE>matrix</CODE> - column matrix (must have one column and the same number of rows
 as the instance)
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></CODE> - if the specified column index is invalid
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/InvalidMatrixException.html" title="class in org.apache.commons.math.linear">InvalidMatrixException</A></CODE> - if the matrix dimensions do not match one
 instance column</DL>
</DD>
</DL>
<HR>

<A NAME="getRowVector(int)"><!-- --></A><H3>
getRowVector</H3>
<PRE>
<A HREF="../../../../../org/apache/commons/math/linear/RealVector.html" title="interface in org.apache.commons.math.linear">RealVector</A> <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.271"><B>getRowVector</B></A>(int&nbsp;row)
                        throws <A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></PRE>
<DL>
<DD>Returns the entries in row number <code>row</code>
 as a vector.  Row indices start at 0.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>row</CODE> - the row to be fetched
<DT><B>Returns:</B><DD>row vector
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></CODE> - if the specified row index is invalid</DL>
</DD>
</DL>
<HR>

<A NAME="setRowVector(int, org.apache.commons.math.linear.RealVector)"><!-- --></A><H3>
setRowVector</H3>
<PRE>
void <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.284"><B>setRowVector</B></A>(int&nbsp;row,
                  <A HREF="../../../../../org/apache/commons/math/linear/RealVector.html" title="interface in org.apache.commons.math.linear">RealVector</A>&nbsp;vector)
                  throws <A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A>,
                         <A HREF="../../../../../org/apache/commons/math/linear/InvalidMatrixException.html" title="class in org.apache.commons.math.linear">InvalidMatrixException</A></PRE>
<DL>
<DD>Sets the entries in row number <code>row</code>
 as a vector.  Row indices start at 0.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>row</CODE> - the row to be set<DD><CODE>vector</CODE> - row vector (must have the same number of columns
 as the instance)
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></CODE> - if the specified row index is invalid
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/InvalidMatrixException.html" title="class in org.apache.commons.math.linear">InvalidMatrixException</A></CODE> - if the vector dimension does not match one
 instance row</DL>
</DD>
</DL>
<HR>

<A NAME="getColumnVector(int)"><!-- --></A><H3>
getColumnVector</H3>
<PRE>
<A HREF="../../../../../org/apache/commons/math/linear/RealVector.html" title="interface in org.apache.commons.math.linear">RealVector</A> <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.295"><B>getColumnVector</B></A>(int&nbsp;column)
                           throws <A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></PRE>
<DL>
<DD>Returns the entries in column number <code>column</code>
 as a vector.  Column indices start at 0.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>column</CODE> - the column to be fetched
<DT><B>Returns:</B><DD>column vector
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></CODE> - if the specified column index is invalid</DL>
</DD>
</DL>
<HR>

<A NAME="setColumnVector(int, org.apache.commons.math.linear.RealVector)"><!-- --></A><H3>
setColumnVector</H3>
<PRE>
void <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.307"><B>setColumnVector</B></A>(int&nbsp;column,
                     <A HREF="../../../../../org/apache/commons/math/linear/RealVector.html" title="interface in org.apache.commons.math.linear">RealVector</A>&nbsp;vector)
                     throws <A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A>,
                            <A HREF="../../../../../org/apache/commons/math/linear/InvalidMatrixException.html" title="class in org.apache.commons.math.linear">InvalidMatrixException</A></PRE>
<DL>
<DD>Sets the entries in column number <code>column</code>
 as a vector.  Column indices start at 0.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>column</CODE> - the column to be set<DD><CODE>vector</CODE> - column vector (must have the same number of rows as the instance)
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></CODE> - if the specified column index is invalid
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/InvalidMatrixException.html" title="class in org.apache.commons.math.linear">InvalidMatrixException</A></CODE> - if the vector dimension does not match one
 instance column</DL>
</DD>
</DL>
<HR>

<A NAME="getRow(int)"><!-- --></A><H3>
getRow</H3>
<PRE>
double[] <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.320"><B>getRow</B></A>(int&nbsp;row)
                throws <A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></PRE>
<DL>
<DD>Returns the entries in row number <code>row</code> as an array.
 <p>
 Row indices start at 0.  A <code>MatrixIndexException</code> is thrown
 unless <code>0 <= row < rowDimension.</code></p>
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>row</CODE> - the row to be fetched
<DT><B>Returns:</B><DD>array of entries in the row
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></CODE> - if the specified row index is not valid</DL>
</DD>
</DL>
<HR>

<A NAME="setRow(int, double[])"><!-- --></A><H3>
setRow</H3>
<PRE>
void <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.332"><B>setRow</B></A>(int&nbsp;row,
            double[]&nbsp;array)
            throws <A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A>,
                   <A HREF="../../../../../org/apache/commons/math/linear/InvalidMatrixException.html" title="class in org.apache.commons.math.linear">InvalidMatrixException</A></PRE>
<DL>
<DD>Sets the entries in row number <code>row</code>
 as a row matrix.  Row indices start at 0.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>row</CODE> - the row to be set<DD><CODE>array</CODE> - row matrix (must have the same number of columns as the instance)
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></CODE> - if the specified row index is invalid
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/InvalidMatrixException.html" title="class in org.apache.commons.math.linear">InvalidMatrixException</A></CODE> - if the array size does not match one
 instance row</DL>
</DD>
</DL>
<HR>

<A NAME="getColumn(int)"><!-- --></A><H3>
getColumn</H3>
<PRE>
double[] <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.345"><B>getColumn</B></A>(int&nbsp;column)
                   throws <A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></PRE>
<DL>
<DD>Returns the entries in column number <code>col</code> as an array.
 <p>
 Column indices start at 0.  A <code>MatrixIndexException</code> is thrown
 unless <code>0 <= column < columnDimension.</code></p>
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>column</CODE> - the column to be fetched
<DT><B>Returns:</B><DD>array of entries in the column
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></CODE> - if the specified column index is not valid</DL>
</DD>
</DL>
<HR>

<A NAME="setColumn(int, double[])"><!-- --></A><H3>
setColumn</H3>
<PRE>
void <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.357"><B>setColumn</B></A>(int&nbsp;column,
               double[]&nbsp;array)
               throws <A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A>,
                      <A HREF="../../../../../org/apache/commons/math/linear/InvalidMatrixException.html" title="class in org.apache.commons.math.linear">InvalidMatrixException</A></PRE>
<DL>
<DD>Sets the entries in column number <code>column</code>
 as a column matrix.  Column indices start at 0.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>column</CODE> - the column to be set<DD><CODE>array</CODE> - column array (must have the same number of rows as the instance)
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></CODE> - if the specified column index is invalid
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/InvalidMatrixException.html" title="class in org.apache.commons.math.linear">InvalidMatrixException</A></CODE> - if the array size does not match one
 instance column</DL>
</DD>
</DL>
<HR>

<A NAME="getEntry(int, int)"><!-- --></A><H3>
getEntry</H3>
<PRE>
double <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.375"><B>getEntry</B></A>(int&nbsp;row,
                int&nbsp;column)
                throws <A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></PRE>
<DL>
<DD>Returns the entry in the specified row and column.
 <p>
 Row and column indices start at 0 and must satisfy
 <ul>
 <li><code>0 <= row < rowDimension</code></li>
 <li><code> 0 <= column < columnDimension</code></li>
 </ul>
 otherwise a <code>MatrixIndexException</code> is thrown.</p>
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>row</CODE> - row location of entry to be fetched<DD><CODE>column</CODE> - column location of entry to be fetched
<DT><B>Returns:</B><DD>matrix entry in row,column
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></CODE> - if the row or column index is not valid</DL>
</DD>
</DL>
<HR>

<A NAME="setEntry(int, int, double)"><!-- --></A><H3>
setEntry</H3>
<PRE>
void <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.393"><B>setEntry</B></A>(int&nbsp;row,
              int&nbsp;column,
              double&nbsp;value)
              throws <A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></PRE>
<DL>
<DD>Set the entry in the specified row and column.
 <p>
 Row and column indices start at 0 and must satisfy
 <ul>
 <li><code>0 <= row < rowDimension</code></li>
 <li><code> 0 <= column < columnDimension</code></li>
 </ul>
 otherwise a <code>MatrixIndexException</code> is thrown.</p>
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>row</CODE> - row location of entry to be set<DD><CODE>column</CODE> - column location of entry to be set<DD><CODE>value</CODE> - matrix entry to be set in row,column
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></CODE> - if the row or column index is not valid<DT><B>Since:</B></DT>
  <DD>2.0</DD>
</DL>
</DD>
</DL>
<HR>

<A NAME="addToEntry(int, int, double)"><!-- --></A><H3>
addToEntry</H3>
<PRE>
void <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.411"><B>addToEntry</B></A>(int&nbsp;row,
                int&nbsp;column,
                double&nbsp;increment)
                throws <A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></PRE>
<DL>
<DD>Change an entry in the specified row and column.
 <p>
 Row and column indices start at 0 and must satisfy
 <ul>
 <li><code>0 <= row < rowDimension</code></li>
 <li><code> 0 <= column < columnDimension</code></li>
 </ul>
 otherwise a <code>MatrixIndexException</code> is thrown.</p>
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>row</CODE> - row location of entry to be set<DD><CODE>column</CODE> - column location of entry to be set<DD><CODE>increment</CODE> - value to add to the current matrix entry in row,column
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></CODE> - if the row or column index is not valid<DT><B>Since:</B></DT>
  <DD>2.0</DD>
</DL>
</DD>
</DL>
<HR>

<A NAME="multiplyEntry(int, int, double)"><!-- --></A><H3>
multiplyEntry</H3>
<PRE>
void <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.429"><B>multiplyEntry</B></A>(int&nbsp;row,
                   int&nbsp;column,
                   double&nbsp;factor)
                   throws <A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></PRE>
<DL>
<DD>Change an entry in the specified row and column.
 <p>
 Row and column indices start at 0 and must satisfy
 <ul>
 <li><code>0 <= row < rowDimension</code></li>
 <li><code> 0 <= column < columnDimension</code></li>
 </ul>
 otherwise a <code>MatrixIndexException</code> is thrown.</p>
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>row</CODE> - row location of entry to be set<DD><CODE>column</CODE> - column location of entry to be set<DD><CODE>factor</CODE> - multiplication factor for the current matrix entry in row,column
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></CODE> - if the row or column index is not valid<DT><B>Since:</B></DT>
  <DD>2.0</DD>
</DL>
</DD>
</DL>
<HR>

<A NAME="transpose()"><!-- --></A><H3>
transpose</H3>
<PRE>
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A> <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.436"><B>transpose</B></A>()</PRE>
<DL>
<DD>Returns the transpose of this matrix.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>

<DT><B>Returns:</B><DD>transpose matrix</DL>
</DD>
</DL>
<HR>

<A NAME="inverse()"><!-- --></A><H3>
inverse</H3>
<PRE>
<FONT SIZE="-1"><A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Deprecated.html?is-external=true" title="class or interface in java.lang">@Deprecated</A>
</FONT><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A> <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.450"><B>inverse</B></A>()
                   throws <A HREF="../../../../../org/apache/commons/math/linear/InvalidMatrixException.html" title="class in org.apache.commons.math.linear">InvalidMatrixException</A></PRE>
<DL>
<DD><B>Deprecated.</B>&nbsp;<I>as of release 2.0, replaced by <code>
 <A HREF="../../../../../org/apache/commons/math/linear/LUDecompositionImpl.html#LUDecompositionImpl(org.apache.commons.math.linear.RealMatrix)"><CODE>new LUDecompositionImpl(m)</CODE></A>.<A HREF="../../../../../org/apache/commons/math/linear/LUDecomposition.html#getSolver()"><CODE>getSolver()</CODE></A>.<A HREF="../../../../../org/apache/commons/math/linear/DecompositionSolver.html#getInverse()"><CODE>getInverse()</CODE></A></code></I>
<P>
<DD>Returns the inverse of this matrix.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>

<DT><B>Returns:</B><DD>inverse matrix
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/InvalidMatrixException.html" title="class in org.apache.commons.math.linear">InvalidMatrixException</A></CODE> - if  this is not invertible</DL>
</DD>
</DL>
<HR>

<A NAME="getDeterminant()"><!-- --></A><H3>
getDeterminant</H3>
<PRE>
<FONT SIZE="-1"><A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Deprecated.html?is-external=true" title="class or interface in java.lang">@Deprecated</A>
</FONT>double <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.462"><B>getDeterminant</B></A>()</PRE>
<DL>
<DD><B>Deprecated.</B>&nbsp;<I>as of release 2.0, replaced by <code>
 <A HREF="../../../../../org/apache/commons/math/linear/LUDecompositionImpl.html#LUDecompositionImpl(org.apache.commons.math.linear.RealMatrix)"><CODE>new LUDecompositionImpl(m)</CODE></A>.<A HREF="../../../../../org/apache/commons/math/linear/LUDecomposition.html#getDeterminant()"><CODE>getDeterminant()</CODE></A></code></I>
<P>
<DD>Returns the determinant of this matrix.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>

<DT><B>Returns:</B><DD>determinant</DL>
</DD>
</DL>
<HR>

<A NAME="isSingular()"><!-- --></A><H3>
isSingular</H3>
<PRE>
<FONT SIZE="-1"><A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Deprecated.html?is-external=true" title="class or interface in java.lang">@Deprecated</A>
</FONT>boolean <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.474"><B>isSingular</B></A>()</PRE>
<DL>
<DD><B>Deprecated.</B>&nbsp;<I>as of release 2.0, replaced by the boolean negation of
 <code><A HREF="../../../../../org/apache/commons/math/linear/LUDecompositionImpl.html#LUDecompositionImpl(org.apache.commons.math.linear.RealMatrix)"><CODE>new LUDecompositionImpl(m)</CODE></A>.<A HREF="../../../../../org/apache/commons/math/linear/LUDecomposition.html#getSolver()"><CODE>getSolver()</CODE></A>.<A HREF="../../../../../org/apache/commons/math/linear/DecompositionSolver.html#isNonSingular()"><CODE>isNonSingular()</CODE></A></code></I>
<P>
<DD>Is this a singular matrix?
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>

<DT><B>Returns:</B><DD>true if the matrix is singular</DL>
</DD>
</DL>
<HR>

<A NAME="getTrace()"><!-- --></A><H3>
getTrace</H3>
<PRE>
double <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.483"><B>getTrace</B></A>()
                throws <A HREF="../../../../../org/apache/commons/math/linear/NonSquareMatrixException.html" title="class in org.apache.commons.math.linear">NonSquareMatrixException</A></PRE>
<DL>
<DD>Returns the <a href="http://mathworld.wolfram.com/MatrixTrace.html">
 trace</a> of the matrix (the sum of the elements on the main diagonal).
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>

<DT><B>Returns:</B><DD>trace
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/NonSquareMatrixException.html" title="class in org.apache.commons.math.linear">NonSquareMatrixException</A></CODE> - if the matrix is not square</DL>
</DD>
</DL>
<HR>

<A NAME="operate(double[])"><!-- --></A><H3>
operate</H3>
<PRE>
double[] <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.492"><B>operate</B></A>(double[]&nbsp;v)
                 throws <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/IllegalArgumentException.html?is-external=true" title="class or interface in java.lang">IllegalArgumentException</A></PRE>
<DL>
<DD>Returns the result of multiplying this by the vector <code>v</code>.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>v</CODE> - the vector to operate on
<DT><B>Returns:</B><DD>this*v
<DT><B>Throws:</B>
<DD><CODE><A HREF="http://java.sun.com/javase/6/docs/api/java/lang/IllegalArgumentException.html?is-external=true" title="class or interface in java.lang">IllegalArgumentException</A></CODE> - if columnDimension != v.size()</DL>
</DD>
</DL>
<HR>

<A NAME="operate(org.apache.commons.math.linear.RealVector)"><!-- --></A><H3>
operate</H3>
<PRE>
<A HREF="../../../../../org/apache/commons/math/linear/RealVector.html" title="interface in org.apache.commons.math.linear">RealVector</A> <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.501"><B>operate</B></A>(<A HREF="../../../../../org/apache/commons/math/linear/RealVector.html" title="interface in org.apache.commons.math.linear">RealVector</A>&nbsp;v)
                   throws <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/IllegalArgumentException.html?is-external=true" title="class or interface in java.lang">IllegalArgumentException</A></PRE>
<DL>
<DD>Returns the result of multiplying this by the vector <code>v</code>.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>v</CODE> - the vector to operate on
<DT><B>Returns:</B><DD>this*v
<DT><B>Throws:</B>
<DD><CODE><A HREF="http://java.sun.com/javase/6/docs/api/java/lang/IllegalArgumentException.html?is-external=true" title="class or interface in java.lang">IllegalArgumentException</A></CODE> - if columnDimension != v.size()</DL>
</DD>
</DL>
<HR>

<A NAME="preMultiply(double[])"><!-- --></A><H3>
preMultiply</H3>
<PRE>
double[] <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.510"><B>preMultiply</B></A>(double[]&nbsp;v)
                     throws <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/IllegalArgumentException.html?is-external=true" title="class or interface in java.lang">IllegalArgumentException</A></PRE>
<DL>
<DD>Returns the (row) vector result of premultiplying this by the vector <code>v</code>.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>v</CODE> - the row vector to premultiply by
<DT><B>Returns:</B><DD>v*this
<DT><B>Throws:</B>
<DD><CODE><A HREF="http://java.sun.com/javase/6/docs/api/java/lang/IllegalArgumentException.html?is-external=true" title="class or interface in java.lang">IllegalArgumentException</A></CODE> - if rowDimension != v.size()</DL>
</DD>
</DL>
<HR>

<A NAME="preMultiply(org.apache.commons.math.linear.RealVector)"><!-- --></A><H3>
preMultiply</H3>
<PRE>
<A HREF="../../../../../org/apache/commons/math/linear/RealVector.html" title="interface in org.apache.commons.math.linear">RealVector</A> <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.519"><B>preMultiply</B></A>(<A HREF="../../../../../org/apache/commons/math/linear/RealVector.html" title="interface in org.apache.commons.math.linear">RealVector</A>&nbsp;v)
                       throws <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/IllegalArgumentException.html?is-external=true" title="class or interface in java.lang">IllegalArgumentException</A></PRE>
<DL>
<DD>Returns the (row) vector result of premultiplying this by the vector <code>v</code>.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>v</CODE> - the row vector to premultiply by
<DT><B>Returns:</B><DD>v*this
<DT><B>Throws:</B>
<DD><CODE><A HREF="http://java.sun.com/javase/6/docs/api/java/lang/IllegalArgumentException.html?is-external=true" title="class or interface in java.lang">IllegalArgumentException</A></CODE> - if rowDimension != v.size()</DL>
</DD>
</DL>
<HR>

<A NAME="walkInRowOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><!-- --></A><H3>
walkInRowOrder</H3>
<PRE>
double <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.542"><B>walkInRowOrder</B></A>(<A HREF="../../../../../org/apache/commons/math/linear/RealMatrixChangingVisitor.html" title="interface in org.apache.commons.math.linear">RealMatrixChangingVisitor</A>&nbsp;visitor)
                      throws <A HREF="../../../../../org/apache/commons/math/linear/MatrixVisitorException.html" title="class in org.apache.commons.math.linear">MatrixVisitorException</A></PRE>
<DL>
<DD>Visit (and possibly change) all matrix entries in row order.
 <p>Row order starts at upper left and iterating through all elements
 of a row from left to right before going to the leftmost element
 of the next row.</p>
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>visitor</CODE> - visitor used to process all matrix entries
<DT><B>Returns:</B><DD>the value returned by <A HREF="../../../../../org/apache/commons/math/linear/RealMatrixChangingVisitor.html#end()"><CODE>RealMatrixChangingVisitor.end()</CODE></A> at the end
 of the walk
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixVisitorException.html" title="class in org.apache.commons.math.linear">MatrixVisitorException</A></CODE> - if the visitor cannot process an entry<DT><B>See Also:</B><DD><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><CODE>walkInRowOrder(RealMatrixPreservingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><CODE>walkInRowOrder(RealMatrixChangingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><CODE>walkInRowOrder(RealMatrixPreservingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><CODE>walkInColumnOrder(RealMatrixChangingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><CODE>walkInColumnOrder(RealMatrixPreservingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><CODE>walkInColumnOrder(RealMatrixChangingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><CODE>walkInColumnOrder(RealMatrixPreservingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><CODE>walkInOptimizedOrder(RealMatrixChangingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><CODE>walkInOptimizedOrder(RealMatrixPreservingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><CODE>walkInOptimizedOrder(RealMatrixChangingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><CODE>walkInOptimizedOrder(RealMatrixPreservingVisitor, int, int, int, int)</CODE></A></DL>
</DD>
</DL>
<HR>

<A NAME="walkInRowOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><!-- --></A><H3>
walkInRowOrder</H3>
<PRE>
double <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.566"><B>walkInRowOrder</B></A>(<A HREF="../../../../../org/apache/commons/math/linear/RealMatrixPreservingVisitor.html" title="interface in org.apache.commons.math.linear">RealMatrixPreservingVisitor</A>&nbsp;visitor)
                      throws <A HREF="../../../../../org/apache/commons/math/linear/MatrixVisitorException.html" title="class in org.apache.commons.math.linear">MatrixVisitorException</A></PRE>
<DL>
<DD>Visit (but don't change) all matrix entries in row order.
 <p>Row order starts at upper left and iterating through all elements
 of a row from left to right before going to the leftmost element
 of the next row.</p>
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>visitor</CODE> - visitor used to process all matrix entries
<DT><B>Returns:</B><DD>the value returned by <A HREF="../../../../../org/apache/commons/math/linear/RealMatrixPreservingVisitor.html#end()"><CODE>RealMatrixPreservingVisitor.end()</CODE></A> at the end
 of the walk
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixVisitorException.html" title="class in org.apache.commons.math.linear">MatrixVisitorException</A></CODE> - if the visitor cannot process an entry<DT><B>See Also:</B><DD><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><CODE>walkInRowOrder(RealMatrixChangingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><CODE>walkInRowOrder(RealMatrixChangingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><CODE>walkInRowOrder(RealMatrixPreservingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><CODE>walkInColumnOrder(RealMatrixChangingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><CODE>walkInColumnOrder(RealMatrixPreservingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><CODE>walkInColumnOrder(RealMatrixChangingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><CODE>walkInColumnOrder(RealMatrixPreservingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><CODE>walkInOptimizedOrder(RealMatrixChangingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><CODE>walkInOptimizedOrder(RealMatrixPreservingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><CODE>walkInOptimizedOrder(RealMatrixChangingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><CODE>walkInOptimizedOrder(RealMatrixPreservingVisitor, int, int, int, int)</CODE></A></DL>
</DD>
</DL>
<HR>

<A NAME="walkInRowOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><!-- --></A><H3>
walkInRowOrder</H3>
<PRE>
double <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.595"><B>walkInRowOrder</B></A>(<A HREF="../../../../../org/apache/commons/math/linear/RealMatrixChangingVisitor.html" title="interface in org.apache.commons.math.linear">RealMatrixChangingVisitor</A>&nbsp;visitor,
                      int&nbsp;startRow,
                      int&nbsp;endRow,
                      int&nbsp;startColumn,
                      int&nbsp;endColumn)
                      throws <A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A>,
                             <A HREF="../../../../../org/apache/commons/math/linear/MatrixVisitorException.html" title="class in org.apache.commons.math.linear">MatrixVisitorException</A></PRE>
<DL>
<DD>Visit (and possibly change) some matrix entries in row order.
 <p>Row order starts at upper left and iterating through all elements
 of a row from left to right before going to the leftmost element
 of the next row.</p>
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>visitor</CODE> - visitor used to process all matrix entries<DD><CODE>startRow</CODE> - Initial row index<DD><CODE>endRow</CODE> - Final row index (inclusive)<DD><CODE>startColumn</CODE> - Initial column index<DD><CODE>endColumn</CODE> - Final column index
<DT><B>Returns:</B><DD>the value returned by <A HREF="../../../../../org/apache/commons/math/linear/RealMatrixChangingVisitor.html#end()"><CODE>RealMatrixChangingVisitor.end()</CODE></A> at the end
 of the walk
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixVisitorException.html" title="class in org.apache.commons.math.linear">MatrixVisitorException</A></CODE> - if the visitor cannot process an entry
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></CODE> - if the indices are not valid<DT><B>See Also:</B><DD><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><CODE>walkInRowOrder(RealMatrixChangingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><CODE>walkInRowOrder(RealMatrixPreservingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><CODE>walkInRowOrder(RealMatrixPreservingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><CODE>walkInColumnOrder(RealMatrixChangingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><CODE>walkInColumnOrder(RealMatrixPreservingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><CODE>walkInColumnOrder(RealMatrixChangingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><CODE>walkInColumnOrder(RealMatrixPreservingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><CODE>walkInOptimizedOrder(RealMatrixChangingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><CODE>walkInOptimizedOrder(RealMatrixPreservingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><CODE>walkInOptimizedOrder(RealMatrixChangingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><CODE>walkInOptimizedOrder(RealMatrixPreservingVisitor, int, int, int, int)</CODE></A></DL>
</DD>
</DL>
<HR>

<A NAME="walkInRowOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><!-- --></A><H3>
walkInRowOrder</H3>
<PRE>
double <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.625"><B>walkInRowOrder</B></A>(<A HREF="../../../../../org/apache/commons/math/linear/RealMatrixPreservingVisitor.html" title="interface in org.apache.commons.math.linear">RealMatrixPreservingVisitor</A>&nbsp;visitor,
                      int&nbsp;startRow,
                      int&nbsp;endRow,
                      int&nbsp;startColumn,
                      int&nbsp;endColumn)
                      throws <A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A>,
                             <A HREF="../../../../../org/apache/commons/math/linear/MatrixVisitorException.html" title="class in org.apache.commons.math.linear">MatrixVisitorException</A></PRE>
<DL>
<DD>Visit (but don't change) some matrix entries in row order.
 <p>Row order starts at upper left and iterating through all elements
 of a row from left to right before going to the leftmost element
 of the next row.</p>
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>visitor</CODE> - visitor used to process all matrix entries<DD><CODE>startRow</CODE> - Initial row index<DD><CODE>endRow</CODE> - Final row index (inclusive)<DD><CODE>startColumn</CODE> - Initial column index<DD><CODE>endColumn</CODE> - Final column index
<DT><B>Returns:</B><DD>the value returned by <A HREF="../../../../../org/apache/commons/math/linear/RealMatrixPreservingVisitor.html#end()"><CODE>RealMatrixPreservingVisitor.end()</CODE></A> at the end
 of the walk
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixVisitorException.html" title="class in org.apache.commons.math.linear">MatrixVisitorException</A></CODE> - if the visitor cannot process an entry
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></CODE> - if the indices are not valid<DT><B>See Also:</B><DD><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><CODE>walkInRowOrder(RealMatrixChangingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><CODE>walkInRowOrder(RealMatrixPreservingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><CODE>walkInRowOrder(RealMatrixChangingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><CODE>walkInColumnOrder(RealMatrixChangingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><CODE>walkInColumnOrder(RealMatrixPreservingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><CODE>walkInColumnOrder(RealMatrixChangingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><CODE>walkInColumnOrder(RealMatrixPreservingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><CODE>walkInOptimizedOrder(RealMatrixChangingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><CODE>walkInOptimizedOrder(RealMatrixPreservingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><CODE>walkInOptimizedOrder(RealMatrixChangingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><CODE>walkInOptimizedOrder(RealMatrixPreservingVisitor, int, int, int, int)</CODE></A></DL>
</DD>
</DL>
<HR>

<A NAME="walkInColumnOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><!-- --></A><H3>
walkInColumnOrder</H3>
<PRE>
double <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.650"><B>walkInColumnOrder</B></A>(<A HREF="../../../../../org/apache/commons/math/linear/RealMatrixChangingVisitor.html" title="interface in org.apache.commons.math.linear">RealMatrixChangingVisitor</A>&nbsp;visitor)
                         throws <A HREF="../../../../../org/apache/commons/math/linear/MatrixVisitorException.html" title="class in org.apache.commons.math.linear">MatrixVisitorException</A></PRE>
<DL>
<DD>Visit (and possibly change) all matrix entries in column order.
 <p>Column order starts at upper left and iterating through all elements
 of a column from top to bottom before going to the topmost element
 of the next column.</p>
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>visitor</CODE> - visitor used to process all matrix entries
<DT><B>Returns:</B><DD>the value returned by <A HREF="../../../../../org/apache/commons/math/linear/RealMatrixChangingVisitor.html#end()"><CODE>RealMatrixChangingVisitor.end()</CODE></A> at the end
 of the walk
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixVisitorException.html" title="class in org.apache.commons.math.linear">MatrixVisitorException</A></CODE> - if the visitor cannot process an entry<DT><B>See Also:</B><DD><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><CODE>walkInRowOrder(RealMatrixChangingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><CODE>walkInRowOrder(RealMatrixPreservingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><CODE>walkInRowOrder(RealMatrixChangingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><CODE>walkInRowOrder(RealMatrixPreservingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><CODE>walkInColumnOrder(RealMatrixPreservingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><CODE>walkInColumnOrder(RealMatrixChangingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><CODE>walkInColumnOrder(RealMatrixPreservingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><CODE>walkInOptimizedOrder(RealMatrixChangingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><CODE>walkInOptimizedOrder(RealMatrixPreservingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><CODE>walkInOptimizedOrder(RealMatrixChangingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><CODE>walkInOptimizedOrder(RealMatrixPreservingVisitor, int, int, int, int)</CODE></A></DL>
</DD>
</DL>
<HR>

<A NAME="walkInColumnOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><!-- --></A><H3>
walkInColumnOrder</H3>
<PRE>
double <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.674"><B>walkInColumnOrder</B></A>(<A HREF="../../../../../org/apache/commons/math/linear/RealMatrixPreservingVisitor.html" title="interface in org.apache.commons.math.linear">RealMatrixPreservingVisitor</A>&nbsp;visitor)
                         throws <A HREF="../../../../../org/apache/commons/math/linear/MatrixVisitorException.html" title="class in org.apache.commons.math.linear">MatrixVisitorException</A></PRE>
<DL>
<DD>Visit (but don't change) all matrix entries in column order.
 <p>Column order starts at upper left and iterating through all elements
 of a column from top to bottom before going to the topmost element
 of the next column.</p>
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>visitor</CODE> - visitor used to process all matrix entries
<DT><B>Returns:</B><DD>the value returned by <A HREF="../../../../../org/apache/commons/math/linear/RealMatrixPreservingVisitor.html#end()"><CODE>RealMatrixPreservingVisitor.end()</CODE></A> at the end
 of the walk
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixVisitorException.html" title="class in org.apache.commons.math.linear">MatrixVisitorException</A></CODE> - if the visitor cannot process an entry<DT><B>See Also:</B><DD><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><CODE>walkInRowOrder(RealMatrixChangingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><CODE>walkInRowOrder(RealMatrixPreservingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><CODE>walkInRowOrder(RealMatrixChangingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><CODE>walkInRowOrder(RealMatrixPreservingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><CODE>walkInColumnOrder(RealMatrixChangingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><CODE>walkInColumnOrder(RealMatrixChangingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><CODE>walkInColumnOrder(RealMatrixPreservingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><CODE>walkInOptimizedOrder(RealMatrixChangingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><CODE>walkInOptimizedOrder(RealMatrixPreservingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><CODE>walkInOptimizedOrder(RealMatrixChangingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><CODE>walkInOptimizedOrder(RealMatrixPreservingVisitor, int, int, int, int)</CODE></A></DL>
</DD>
</DL>
<HR>

<A NAME="walkInColumnOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><!-- --></A><H3>
walkInColumnOrder</H3>
<PRE>
double <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.703"><B>walkInColumnOrder</B></A>(<A HREF="../../../../../org/apache/commons/math/linear/RealMatrixChangingVisitor.html" title="interface in org.apache.commons.math.linear">RealMatrixChangingVisitor</A>&nbsp;visitor,
                         int&nbsp;startRow,
                         int&nbsp;endRow,
                         int&nbsp;startColumn,
                         int&nbsp;endColumn)
                         throws <A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A>,
                                <A HREF="../../../../../org/apache/commons/math/linear/MatrixVisitorException.html" title="class in org.apache.commons.math.linear">MatrixVisitorException</A></PRE>
<DL>
<DD>Visit (and possibly change) some matrix entries in column order.
 <p>Column order starts at upper left and iterating through all elements
 of a column from top to bottom before going to the topmost element
 of the next column.</p>
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>visitor</CODE> - visitor used to process all matrix entries<DD><CODE>startRow</CODE> - Initial row index<DD><CODE>endRow</CODE> - Final row index (inclusive)<DD><CODE>startColumn</CODE> - Initial column index<DD><CODE>endColumn</CODE> - Final column index
<DT><B>Returns:</B><DD>the value returned by <A HREF="../../../../../org/apache/commons/math/linear/RealMatrixChangingVisitor.html#end()"><CODE>RealMatrixChangingVisitor.end()</CODE></A> at the end
 of the walk
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixVisitorException.html" title="class in org.apache.commons.math.linear">MatrixVisitorException</A></CODE> - if the visitor cannot process an entry
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></CODE> - if the indices are not valid<DT><B>See Also:</B><DD><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><CODE>walkInRowOrder(RealMatrixChangingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><CODE>walkInRowOrder(RealMatrixPreservingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><CODE>walkInRowOrder(RealMatrixChangingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><CODE>walkInRowOrder(RealMatrixPreservingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><CODE>walkInColumnOrder(RealMatrixChangingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><CODE>walkInColumnOrder(RealMatrixPreservingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><CODE>walkInColumnOrder(RealMatrixPreservingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><CODE>walkInOptimizedOrder(RealMatrixChangingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><CODE>walkInOptimizedOrder(RealMatrixPreservingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><CODE>walkInOptimizedOrder(RealMatrixChangingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><CODE>walkInOptimizedOrder(RealMatrixPreservingVisitor, int, int, int, int)</CODE></A></DL>
</DD>
</DL>
<HR>

<A NAME="walkInColumnOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><!-- --></A><H3>
walkInColumnOrder</H3>
<PRE>
double <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.733"><B>walkInColumnOrder</B></A>(<A HREF="../../../../../org/apache/commons/math/linear/RealMatrixPreservingVisitor.html" title="interface in org.apache.commons.math.linear">RealMatrixPreservingVisitor</A>&nbsp;visitor,
                         int&nbsp;startRow,
                         int&nbsp;endRow,
                         int&nbsp;startColumn,
                         int&nbsp;endColumn)
                         throws <A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A>,
                                <A HREF="../../../../../org/apache/commons/math/linear/MatrixVisitorException.html" title="class in org.apache.commons.math.linear">MatrixVisitorException</A></PRE>
<DL>
<DD>Visit (but don't change) some matrix entries in column order.
 <p>Column order starts at upper left and iterating through all elements
 of a column from top to bottom before going to the topmost element
 of the next column.</p>
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>visitor</CODE> - visitor used to process all matrix entries<DD><CODE>startRow</CODE> - Initial row index<DD><CODE>endRow</CODE> - Final row index (inclusive)<DD><CODE>startColumn</CODE> - Initial column index<DD><CODE>endColumn</CODE> - Final column index
<DT><B>Returns:</B><DD>the value returned by <A HREF="../../../../../org/apache/commons/math/linear/RealMatrixPreservingVisitor.html#end()"><CODE>RealMatrixPreservingVisitor.end()</CODE></A> at the end
 of the walk
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixVisitorException.html" title="class in org.apache.commons.math.linear">MatrixVisitorException</A></CODE> - if the visitor cannot process an entry
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></CODE> - if the indices are not valid<DT><B>See Also:</B><DD><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><CODE>walkInRowOrder(RealMatrixChangingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><CODE>walkInRowOrder(RealMatrixPreservingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><CODE>walkInRowOrder(RealMatrixChangingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><CODE>walkInRowOrder(RealMatrixPreservingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><CODE>walkInColumnOrder(RealMatrixChangingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><CODE>walkInColumnOrder(RealMatrixPreservingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><CODE>walkInColumnOrder(RealMatrixChangingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><CODE>walkInOptimizedOrder(RealMatrixChangingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><CODE>walkInOptimizedOrder(RealMatrixPreservingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><CODE>walkInOptimizedOrder(RealMatrixChangingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><CODE>walkInOptimizedOrder(RealMatrixPreservingVisitor, int, int, int, int)</CODE></A></DL>
</DD>
</DL>
<HR>

<A NAME="walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><!-- --></A><H3>
walkInOptimizedOrder</H3>
<PRE>
double <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.757"><B>walkInOptimizedOrder</B></A>(<A HREF="../../../../../org/apache/commons/math/linear/RealMatrixChangingVisitor.html" title="interface in org.apache.commons.math.linear">RealMatrixChangingVisitor</A>&nbsp;visitor)
                            throws <A HREF="../../../../../org/apache/commons/math/linear/MatrixVisitorException.html" title="class in org.apache.commons.math.linear">MatrixVisitorException</A></PRE>
<DL>
<DD>Visit (and possibly change) all matrix entries using the fastest possible order.
 <p>The fastest walking order depends on the exact matrix class. It may be
 different from traditional row or column orders.</p>
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>visitor</CODE> - visitor used to process all matrix entries
<DT><B>Returns:</B><DD>the value returned by <A HREF="../../../../../org/apache/commons/math/linear/RealMatrixChangingVisitor.html#end()"><CODE>RealMatrixChangingVisitor.end()</CODE></A> at the end
 of the walk
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixVisitorException.html" title="class in org.apache.commons.math.linear">MatrixVisitorException</A></CODE> - if the visitor cannot process an entry<DT><B>See Also:</B><DD><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><CODE>walkInRowOrder(RealMatrixChangingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><CODE>walkInRowOrder(RealMatrixPreservingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><CODE>walkInRowOrder(RealMatrixChangingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><CODE>walkInRowOrder(RealMatrixPreservingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><CODE>walkInColumnOrder(RealMatrixChangingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><CODE>walkInColumnOrder(RealMatrixPreservingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><CODE>walkInColumnOrder(RealMatrixChangingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><CODE>walkInColumnOrder(RealMatrixPreservingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><CODE>walkInOptimizedOrder(RealMatrixPreservingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><CODE>walkInOptimizedOrder(RealMatrixChangingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><CODE>walkInOptimizedOrder(RealMatrixPreservingVisitor, int, int, int, int)</CODE></A></DL>
</DD>
</DL>
<HR>

<A NAME="walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><!-- --></A><H3>
walkInOptimizedOrder</H3>
<PRE>
double <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.780"><B>walkInOptimizedOrder</B></A>(<A HREF="../../../../../org/apache/commons/math/linear/RealMatrixPreservingVisitor.html" title="interface in org.apache.commons.math.linear">RealMatrixPreservingVisitor</A>&nbsp;visitor)
                            throws <A HREF="../../../../../org/apache/commons/math/linear/MatrixVisitorException.html" title="class in org.apache.commons.math.linear">MatrixVisitorException</A></PRE>
<DL>
<DD>Visit (but don't change) all matrix entries using the fastest possible order.
 <p>The fastest walking order depends on the exact matrix class. It may be
 different from traditional row or column orders.</p>
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>visitor</CODE> - visitor used to process all matrix entries
<DT><B>Returns:</B><DD>the value returned by <A HREF="../../../../../org/apache/commons/math/linear/RealMatrixPreservingVisitor.html#end()"><CODE>RealMatrixPreservingVisitor.end()</CODE></A> at the end
 of the walk
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixVisitorException.html" title="class in org.apache.commons.math.linear">MatrixVisitorException</A></CODE> - if the visitor cannot process an entry<DT><B>See Also:</B><DD><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><CODE>walkInRowOrder(RealMatrixChangingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><CODE>walkInRowOrder(RealMatrixPreservingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><CODE>walkInRowOrder(RealMatrixChangingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><CODE>walkInRowOrder(RealMatrixPreservingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><CODE>walkInColumnOrder(RealMatrixChangingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><CODE>walkInColumnOrder(RealMatrixPreservingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><CODE>walkInColumnOrder(RealMatrixChangingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><CODE>walkInColumnOrder(RealMatrixPreservingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><CODE>walkInOptimizedOrder(RealMatrixChangingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><CODE>walkInOptimizedOrder(RealMatrixChangingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><CODE>walkInOptimizedOrder(RealMatrixPreservingVisitor, int, int, int, int)</CODE></A></DL>
</DD>
</DL>
<HR>

<A NAME="walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><!-- --></A><H3>
walkInOptimizedOrder</H3>
<PRE>
double <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.808"><B>walkInOptimizedOrder</B></A>(<A HREF="../../../../../org/apache/commons/math/linear/RealMatrixChangingVisitor.html" title="interface in org.apache.commons.math.linear">RealMatrixChangingVisitor</A>&nbsp;visitor,
                            int&nbsp;startRow,
                            int&nbsp;endRow,
                            int&nbsp;startColumn,
                            int&nbsp;endColumn)
                            throws <A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A>,
                                   <A HREF="../../../../../org/apache/commons/math/linear/MatrixVisitorException.html" title="class in org.apache.commons.math.linear">MatrixVisitorException</A></PRE>
<DL>
<DD>Visit (and possibly change) some matrix entries using the fastest possible order.
 <p>The fastest walking order depends on the exact matrix class. It may be
 different from traditional row or column orders.</p>
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>visitor</CODE> - visitor used to process all matrix entries<DD><CODE>startRow</CODE> - Initial row index<DD><CODE>endRow</CODE> - Final row index (inclusive)<DD><CODE>startColumn</CODE> - Initial column index<DD><CODE>endColumn</CODE> - Final column index (inclusive)
<DT><B>Returns:</B><DD>the value returned by <A HREF="../../../../../org/apache/commons/math/linear/RealMatrixChangingVisitor.html#end()"><CODE>RealMatrixChangingVisitor.end()</CODE></A> at the end
 of the walk
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixVisitorException.html" title="class in org.apache.commons.math.linear">MatrixVisitorException</A></CODE> - if the visitor cannot process an entry
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></CODE> - if the indices are not valid<DT><B>See Also:</B><DD><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><CODE>walkInRowOrder(RealMatrixChangingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><CODE>walkInRowOrder(RealMatrixPreservingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><CODE>walkInRowOrder(RealMatrixChangingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><CODE>walkInRowOrder(RealMatrixPreservingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><CODE>walkInColumnOrder(RealMatrixChangingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><CODE>walkInColumnOrder(RealMatrixPreservingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><CODE>walkInColumnOrder(RealMatrixChangingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><CODE>walkInColumnOrder(RealMatrixPreservingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><CODE>walkInOptimizedOrder(RealMatrixChangingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><CODE>walkInOptimizedOrder(RealMatrixPreservingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><CODE>walkInOptimizedOrder(RealMatrixPreservingVisitor, int, int, int, int)</CODE></A></DL>
</DD>
</DL>
<HR>

<A NAME="walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><!-- --></A><H3>
walkInOptimizedOrder</H3>
<PRE>
double <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.837"><B>walkInOptimizedOrder</B></A>(<A HREF="../../../../../org/apache/commons/math/linear/RealMatrixPreservingVisitor.html" title="interface in org.apache.commons.math.linear">RealMatrixPreservingVisitor</A>&nbsp;visitor,
                            int&nbsp;startRow,
                            int&nbsp;endRow,
                            int&nbsp;startColumn,
                            int&nbsp;endColumn)
                            throws <A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A>,
                                   <A HREF="../../../../../org/apache/commons/math/linear/MatrixVisitorException.html" title="class in org.apache.commons.math.linear">MatrixVisitorException</A></PRE>
<DL>
<DD>Visit (but don't change) some matrix entries using the fastest possible order.
 <p>The fastest walking order depends on the exact matrix class. It may be
 different from traditional row or column orders.</p>
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>visitor</CODE> - visitor used to process all matrix entries<DD><CODE>startRow</CODE> - Initial row index<DD><CODE>endRow</CODE> - Final row index (inclusive)<DD><CODE>startColumn</CODE> - Initial column index<DD><CODE>endColumn</CODE> - Final column index (inclusive)
<DT><B>Returns:</B><DD>the value returned by <A HREF="../../../../../org/apache/commons/math/linear/RealMatrixPreservingVisitor.html#end()"><CODE>RealMatrixPreservingVisitor.end()</CODE></A> at the end
 of the walk
<DT><B>Throws:</B>
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixVisitorException.html" title="class in org.apache.commons.math.linear">MatrixVisitorException</A></CODE> - if the visitor cannot process an entry
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/MatrixIndexException.html" title="class in org.apache.commons.math.linear">MatrixIndexException</A></CODE> - if the indices are not valid<DT><B>See Also:</B><DD><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><CODE>walkInRowOrder(RealMatrixChangingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><CODE>walkInRowOrder(RealMatrixPreservingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><CODE>walkInRowOrder(RealMatrixChangingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInRowOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><CODE>walkInRowOrder(RealMatrixPreservingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><CODE>walkInColumnOrder(RealMatrixChangingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><CODE>walkInColumnOrder(RealMatrixPreservingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><CODE>walkInColumnOrder(RealMatrixChangingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInColumnOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor, int, int, int, int)"><CODE>walkInColumnOrder(RealMatrixPreservingVisitor, int, int, int, int)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor)"><CODE>walkInOptimizedOrder(RealMatrixChangingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixPreservingVisitor)"><CODE>walkInOptimizedOrder(RealMatrixPreservingVisitor)</CODE></A>, 
<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html#walkInOptimizedOrder(org.apache.commons.math.linear.RealMatrixChangingVisitor, int, int, int, int)"><CODE>walkInOptimizedOrder(RealMatrixChangingVisitor, int, int, int, int)</CODE></A></DL>
</DD>
</DL>
<HR>

<A NAME="solve(double[])"><!-- --></A><H3>
solve</H3>
<PRE>
<FONT SIZE="-1"><A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Deprecated.html?is-external=true" title="class or interface in java.lang">@Deprecated</A>
</FONT>double[] <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.852"><B>solve</B></A>(double[]&nbsp;b)
               throws <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/IllegalArgumentException.html?is-external=true" title="class or interface in java.lang">IllegalArgumentException</A>,
                      <A HREF="../../../../../org/apache/commons/math/linear/InvalidMatrixException.html" title="class in org.apache.commons.math.linear">InvalidMatrixException</A></PRE>
<DL>
<DD><B>Deprecated.</B>&nbsp;<I>as of release 2.0, replaced by <A HREF="../../../../../org/apache/commons/math/linear/DecompositionSolver.html#solve(double[])"><CODE>DecompositionSolver.solve(double[])</CODE></A></I>
<P>
<DD>Returns the solution vector for a linear system with coefficient
 matrix = this and constant vector = <code>b</code>.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>b</CODE> - constant vector
<DT><B>Returns:</B><DD>vector of solution values to AX = b, where A is *this
<DT><B>Throws:</B>
<DD><CODE><A HREF="http://java.sun.com/javase/6/docs/api/java/lang/IllegalArgumentException.html?is-external=true" title="class or interface in java.lang">IllegalArgumentException</A></CODE> - if this.rowDimension != b.length
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/InvalidMatrixException.html" title="class in org.apache.commons.math.linear">InvalidMatrixException</A></CODE> - if this matrix is not square or is singular</DL>
</DD>
</DL>
<HR>

<A NAME="solve(org.apache.commons.math.linear.RealMatrix)"><!-- --></A><H3>
solve</H3>
<PRE>
<FONT SIZE="-1"><A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Deprecated.html?is-external=true" title="class or interface in java.lang">@Deprecated</A>
</FONT><A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A> <A HREF="../../../../../src-html/org/apache/commons/math/linear/RealMatrix.html#line.867"><B>solve</B></A>(<A HREF="../../../../../org/apache/commons/math/linear/RealMatrix.html" title="interface in org.apache.commons.math.linear">RealMatrix</A>&nbsp;b)
                 throws <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/IllegalArgumentException.html?is-external=true" title="class or interface in java.lang">IllegalArgumentException</A>,
                        <A HREF="../../../../../org/apache/commons/math/linear/InvalidMatrixException.html" title="class in org.apache.commons.math.linear">InvalidMatrixException</A></PRE>
<DL>
<DD><B>Deprecated.</B>&nbsp;<I>as of release 2.0, replaced by <A HREF="../../../../../org/apache/commons/math/linear/DecompositionSolver.html#solve(org.apache.commons.math.linear.RealMatrix)"><CODE>DecompositionSolver.solve(RealMatrix)</CODE></A></I>
<P>
<DD>Returns a matrix of (column) solution vectors for linear systems with
 coefficient matrix = this and constant vectors = columns of
 <code>b</code>.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>b</CODE> - matrix of constant vectors forming RHS of linear systems to
 to solve
<DT><B>Returns:</B><DD>matrix of solution vectors
<DT><B>Throws:</B>
<DD><CODE><A HREF="http://java.sun.com/javase/6/docs/api/java/lang/IllegalArgumentException.html?is-external=true" title="class or interface in java.lang">IllegalArgumentException</A></CODE> - if this.rowDimension != row dimension
<DD><CODE><A HREF="../../../../../org/apache/commons/math/linear/InvalidMatrixException.html" title="class in org.apache.commons.math.linear">InvalidMatrixException</A></CODE> - if this matrix is not square or is singular</DL>
</DD>
</DL>
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