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                   <h5>User Guide</h5>
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        <div class="section"><h2><a name="a6_Utilities"></a>6 Utilities</h2>
<div class="section"><h3><a name="a6.1_Overview"></a>6.1 Overview</h3>
<p>
    The <a href="../apidocs/org/apache/commons/math/util/package-summary.html">
    org.apache.commons.math.util</a> package collects a group of array utilities,
    value transformers,  and numerical routines used by implementation classes in
    commons-math.
    </p>
</div>
<div class="section"><h3><a name="a6.2_Double_array_utilities"></a>6.2 Double array utilities</h3>
<p>
    To maintain statistics based on a &quot;rolling&quot; window of values, a resizable
    array implementation was developed and is provided for reuse in the
    <code>util</code> package.  The core functionality provided is described in
    the documentation for the interface,
    <a href="../apidocs/org/apache/commons/math/util/DoubleArray.html">
    org.apache.commons.math.util.DoubleArray.</a>  This interface adds one
    method, <code>addElementRolling(double)</code> to basic list accessors.
    The <code>addElementRolling</code> method adds an element
    (the actual parameter) to the end of the list and removes the first element
     in the list.
    </p>
<p>
    The <a href="../apidocs/org/apache/commons/math/util/ResizableDoubleArray.html">
    org.apache.commons.math.util.ResizableDoubleArray</a> class provides a
    configurable, array-backed implementation of the <code>DoubleArray</code>
    interface.  When <code>addElementRolling</code> is invoked, the underlying
    array is expanded if necessary, the new element is added to the end of the
    array and the &quot;usable window&quot; of the array is moved forward, so that
    the first element is effectively discarded, what was the second becomes the
    first, and so on.  To efficiently manage storage, two maintenance
    operations need to be periodically performed -- orphaned elements at the
    beginning of the array need to be reclaimed and space for new elements at
    the end needs to be created.  Both of these operations are handled
    automatically, with frequency / effect driven by the configuration
    properties <code>expansionMode</code>, <code>expansionFactor</code> and
    <code>contractionCriteria.</code>  See
    <a href="../apidocs/org/apache/commons/math/util/ResizableDoubleArray.html">
    ResizableDoubleArray</a>
    for details.
    </p>
</div>
<div class="section"><h3><a name="a6.3_intdouble_hash_map"></a>6.3 int/double hash map</h3>
<p>
    The <a href="../apidocs/org/apache/commons/math/util/OpenIntToDoubleHashMap.html">
    org.apache.commons.math.util.OpenIntToDoubleHashMap</a> class provides a specialized
    hash map implementation for int/double. This implementation has a much smaller memory
    overhead than standard <code>java.util.HashMap</code> class. It uses open addressing
    and primitive arrays, which greatly reduces the number of intermediate objects and
    improve data locality.
    </p>
</div>
<div class="section"><h3><a name="a6.4_Continued_Fractions"></a>6.4 Continued Fractions</h3>
<p>
    The <a href="../apidocs/org/apache/commons/math/util/ContinuedFraction.html">
    org.apache.commons.math.util.ContinuedFraction</a> class provides a generic
    way to create and evaluate continued fractions.  The easiest way to create a
    continued fraction is to subclass <code>ContinuedFraction</code> and
    override the <code>getA</code> and <code>getB</code> methods which return
    the continued fraction terms.  The precise definition of these terms is
    explained in <a href="http://mathworld.wolfram.com/ContinuedFraction.html" class="externalLink">
    Continued Fraction, equation (1)</a> from MathWorld.
  </p>
<p>
    As an example, the constant Pi could be computed using the continued fraction
    defined at <a href="http://functions.wolfram.com/Constants/Pi/10/0002/" class="externalLink">
    http://functions.wolfram.com/Constants/Pi/10/0002/</a>.  The following
    anonymous class provides the implementation:
    <div class="source"><pre>ContinuedFraction c = new ContinuedFraction() {
    public double getA(int n, double x) {
        switch(n) {
            case 0: return 3.0;
            default: return 6.0;
        }
    }

    public double getB(int n, double x) {
        double y = (2.0 * n) - 1.0;
        return y * y;
    }
}</pre>
</div>
</p>
<p>
    Then, to evalute Pi, simply call any of the <code>evalute</code> methods
    (Note, the point of evalution in this example is meaningless since Pi is a
    constant).
  </p>
<p>
    For a more practical use of continued fractions, consider the exponential
    function with the continued fraction definition of
    <a href="http://functions.wolfram.com/ElementaryFunctions/Exp/10/" class="externalLink">
    http://functions.wolfram.com/ElementaryFunctions/Exp/10/</a>.  The
    following anonymous class provides its implementation:
    <div class="source"><pre>ContinuedFraction c = new ContinuedFraction() {
    public double getA(int n, double x) {
        if (n % 2 == 0) {
            switch(n) {
                case 0: return 1.0;
                default: return 2.0;
            }
        } else {
            return n;
        }
    }

    public double getB(int n, double x) {
        if (n % 2 == 0) {
            return -x;
        } else {
            return x;
        }
    }
}</pre>
</div>
</p>
<p>
    Then, to evalute <i>e</i><sup>x</sup> for any value x, simply call any of the
    <code>evalute</code> methods.
  </p>
</div>
<div class="section"><h3><a name="a6.5_binomial_coefficients_factorials_and_other_common_math_functions"></a>6.5 binomial coefficients, factorials and other common math functions</h3>
<p>
    A collection of reusable math functions is provided in the
    <a href="../apidocs/org/apache/commons/math/util/MathUtils.html">MathUtils</a>
    utility class.  MathUtils currently includes methods to compute the following: <ul><li>
    Binomial coeffiecients -- &quot;n choose k&quot; available as an (exact) long value,
    <code>binomialCoefficient(int, int)</code> for small n, k; as a double,
    <code>binomialCoefficientDouble(int, int)</code> for larger values; and in
    a &quot;super-sized&quot; version, <code>binomialCoefficientLog(int, int)</code>
    that returns the natural logarithm of the value.</li>
<li>
    Factorials -- like binomial coefficients, these are available as exact long
    values, <code>factorial(int)</code>;  doubles,
    <code>factorialDouble(int)</code>; or logs, <code>factorialLog(int)</code>. </li>
<li>
    Hyperbolic sine and cosine functions --
    <code>cosh(double), sinh(double)</code></li>
<li>
    sign (+1 if argument &gt; 0, 0 if x = 0, and -1 if x &lt; 0) and
    indicator (+1.0 if argument  &gt;= 0 and -1.0 if argument &lt; 0) functions
    for variables of all primitive numeric types.</li>
<li>
    a hash function, <code>hash(double),</code> returning a long-valued
    hash code for a double value.
    </li>
<li>
    Convience methods to round floating-point number to arbitrary precision.
    </li>
<li>
    Least common multiple and greatest common denominator functions.
    </li>
</ul>
</p>
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author	dwinter
date	Tue, 04 Jan 2011 10:00:53 +0100
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