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<h2 title="Uses of Interface org.apache.commons.math3.random.RandomGenerator" class="title">Uses of Interface<br>org.apache.commons.math3.random.RandomGenerator</h2>
</div>
<div class="classUseContainer">
<ul class="blockList">
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<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing packages, and an explanation">
<caption><span>Packages that use <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Package</th>
<th class="colLast" scope="col">Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.commons.math3.distribution">org.apache.commons.math3.distribution</a></td>
<td class="colLast">
<div class="block">Implementations of common discrete and continuous distributions.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.commons.math3.genetics">org.apache.commons.math3.genetics</a></td>
<td class="colLast">
<div class="block">This package provides Genetic Algorithms components and implementations.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.commons.math3.ml.clustering">org.apache.commons.math3.ml.clustering</a></td>
<td class="colLast">
<div class="block">Clustering algorithms.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.commons.math3.ml.neuralnet">org.apache.commons.math3.ml.neuralnet</a></td>
<td class="colLast">
<div class="block">Neural networks.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.commons.math3.optim.nonlinear.scalar.noderiv">org.apache.commons.math3.optim.nonlinear.scalar.noderiv</a></td>
<td class="colLast">
<div class="block">This package provides optimization algorithms that do not require derivatives.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.commons.math3.optim.univariate">org.apache.commons.math3.optim.univariate</a></td>
<td class="colLast">
<div class="block">One-dimensional optimization algorithms.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.commons.math3.optimization.direct">org.apache.commons.math3.optimization.direct</a></td>
<td class="colLast">
<div class="block">
This package provides optimization algorithms that don't require derivatives.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.commons.math3.optimization.univariate">org.apache.commons.math3.optimization.univariate</a></td>
<td class="colLast">
<div class="block">Univariate real functions minimum finding algorithms.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.commons.math3.random">org.apache.commons.math3.random</a></td>
<td class="colLast">
<div class="block">Random number and random data generators.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.commons.math3.stat.inference">org.apache.commons.math3.stat.inference</a></td>
<td class="colLast">
<div class="block">Classes providing hypothesis testing.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.commons.math3.stat.ranking">org.apache.commons.math3.stat.ranking</a></td>
<td class="colLast">
<div class="block">Classes providing rank transformations.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.commons.math3.util">org.apache.commons.math3.util</a></td>
<td class="colLast">
<div class="block">Convenience routines and common data structures used throughout the commons-math library.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList">
<ul class="blockList">
<li class="blockList"><a name="org.apache.commons.math3.distribution">
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<h3>Uses of <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a> in <a href="../../../../../../org/apache/commons/math3/distribution/package-summary.html">org.apache.commons.math3.distribution</a></h3>
<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing fields, and an explanation">
<caption><span>Fields in <a href="../../../../../../org/apache/commons/math3/distribution/package-summary.html">org.apache.commons.math3.distribution</a> declared as <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Field and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>protected <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a></code></td>
<td class="colLast"><span class="strong">AbstractIntegerDistribution.</span><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/AbstractIntegerDistribution.html#random">random</a></strong></code>
<div class="block">RNG instance used to generate samples from the distribution.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>protected <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a></code></td>
<td class="colLast"><span class="strong">AbstractMultivariateRealDistribution.</span><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/AbstractMultivariateRealDistribution.html#random">random</a></strong></code>
<div class="block">RNG instance used to generate samples from the distribution.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>protected <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a></code></td>
<td class="colLast"><span class="strong">EnumeratedDistribution.</span><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/EnumeratedDistribution.html#random">random</a></strong></code>
<div class="block">RNG instance used to generate samples from the distribution.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>protected <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a></code></td>
<td class="colLast"><span class="strong">AbstractRealDistribution.</span><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/AbstractRealDistribution.html#random">random</a></strong></code>
<div class="block">RNG instance used to generate samples from the distribution.</div>
</td>
</tr>
</tbody>
</table>
<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation">
<caption><span>Constructors in <a href="../../../../../../org/apache/commons/math3/distribution/package-summary.html">org.apache.commons.math3.distribution</a> with parameters of type <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colOne" scope="col">Constructor and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/AbstractIntegerDistribution.html#AbstractIntegerDistribution(org.apache.commons.math3.random.RandomGenerator)">AbstractIntegerDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/AbstractMultivariateRealDistribution.html#AbstractMultivariateRealDistribution(org.apache.commons.math3.random.RandomGenerator, int)">AbstractMultivariateRealDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
int&nbsp;n)</code>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/AbstractRealDistribution.html#AbstractRealDistribution(org.apache.commons.math3.random.RandomGenerator)">AbstractRealDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/BetaDistribution.html#BetaDistribution(org.apache.commons.math3.random.RandomGenerator, double, double)">BetaDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
double&nbsp;alpha,
double&nbsp;beta)</code>
<div class="block">Creates a &beta; distribution.</div>
</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/BetaDistribution.html#BetaDistribution(org.apache.commons.math3.random.RandomGenerator, double, double, double)">BetaDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
double&nbsp;alpha,
double&nbsp;beta,
double&nbsp;inverseCumAccuracy)</code>
<div class="block">Creates a &beta; distribution.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/BinomialDistribution.html#BinomialDistribution(org.apache.commons.math3.random.RandomGenerator, int, double)">BinomialDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
int&nbsp;trials,
double&nbsp;p)</code>
<div class="block">Creates a binomial distribution.</div>
</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/CauchyDistribution.html#CauchyDistribution(org.apache.commons.math3.random.RandomGenerator, double, double)">CauchyDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
double&nbsp;median,
double&nbsp;scale)</code>
<div class="block">Creates a Cauchy distribution.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/CauchyDistribution.html#CauchyDistribution(org.apache.commons.math3.random.RandomGenerator, double, double, double)">CauchyDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
double&nbsp;median,
double&nbsp;scale,
double&nbsp;inverseCumAccuracy)</code>
<div class="block">Creates a Cauchy distribution.</div>
</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/ChiSquaredDistribution.html#ChiSquaredDistribution(org.apache.commons.math3.random.RandomGenerator, double)">ChiSquaredDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
double&nbsp;degreesOfFreedom)</code>
<div class="block">Create a Chi-Squared distribution with the given degrees of freedom.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/ChiSquaredDistribution.html#ChiSquaredDistribution(org.apache.commons.math3.random.RandomGenerator, double, double)">ChiSquaredDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
double&nbsp;degreesOfFreedom,
double&nbsp;inverseCumAccuracy)</code>
<div class="block">Create a Chi-Squared distribution with the given degrees of freedom and
inverse cumulative probability accuracy.</div>
</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/EnumeratedDistribution.html#EnumeratedDistribution(org.apache.commons.math3.random.RandomGenerator, java.util.List)">EnumeratedDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
<a href="http://docs.oracle.com/javase/6/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="../../../../../../org/apache/commons/math3/util/Pair.html" title="class in org.apache.commons.math3.util">Pair</a>&lt;<a href="../../../../../../org/apache/commons/math3/distribution/EnumeratedDistribution.html" title="type parameter in EnumeratedDistribution">T</a>,<a href="http://docs.oracle.com/javase/6/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>&gt;&gt;&nbsp;pmf)</code>
<div class="block">Create an enumerated distribution using the given random number generator
and probability mass function enumeration.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/EnumeratedIntegerDistribution.html#EnumeratedIntegerDistribution(org.apache.commons.math3.random.RandomGenerator, int[], double[])">EnumeratedIntegerDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
int[]&nbsp;singletons,
double[]&nbsp;probabilities)</code>
<div class="block">Create a discrete distribution using the given random number generator
and probability mass function definition.</div>
</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/EnumeratedRealDistribution.html#EnumeratedRealDistribution(org.apache.commons.math3.random.RandomGenerator, double[], double[])">EnumeratedRealDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
double[]&nbsp;singletons,
double[]&nbsp;probabilities)</code>
<div class="block">Create a discrete distribution using the given random number generator
and probability mass function enumeration.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/ExponentialDistribution.html#ExponentialDistribution(org.apache.commons.math3.random.RandomGenerator, double)">ExponentialDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
double&nbsp;mean)</code>
<div class="block">Creates an exponential distribution.</div>
</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/ExponentialDistribution.html#ExponentialDistribution(org.apache.commons.math3.random.RandomGenerator, double, double)">ExponentialDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
double&nbsp;mean,
double&nbsp;inverseCumAccuracy)</code>
<div class="block">Creates an exponential distribution.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/FDistribution.html#FDistribution(org.apache.commons.math3.random.RandomGenerator, double, double)">FDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
double&nbsp;numeratorDegreesOfFreedom,
double&nbsp;denominatorDegreesOfFreedom)</code>
<div class="block">Creates an F distribution.</div>
</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/FDistribution.html#FDistribution(org.apache.commons.math3.random.RandomGenerator, double, double, double)">FDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
double&nbsp;numeratorDegreesOfFreedom,
double&nbsp;denominatorDegreesOfFreedom,
double&nbsp;inverseCumAccuracy)</code>
<div class="block">Creates an F distribution.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/GammaDistribution.html#GammaDistribution(org.apache.commons.math3.random.RandomGenerator, double, double)">GammaDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
double&nbsp;shape,
double&nbsp;scale)</code>
<div class="block">Creates a Gamma distribution.</div>
</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/GammaDistribution.html#GammaDistribution(org.apache.commons.math3.random.RandomGenerator, double, double, double)">GammaDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
double&nbsp;shape,
double&nbsp;scale,
double&nbsp;inverseCumAccuracy)</code>
<div class="block">Creates a Gamma distribution.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/GeometricDistribution.html#GeometricDistribution(org.apache.commons.math3.random.RandomGenerator, double)">GeometricDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
double&nbsp;p)</code>
<div class="block">Creates a geometric distribution.</div>
</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/HypergeometricDistribution.html#HypergeometricDistribution(org.apache.commons.math3.random.RandomGenerator, int, int, int)">HypergeometricDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
int&nbsp;populationSize,
int&nbsp;numberOfSuccesses,
int&nbsp;sampleSize)</code>
<div class="block">Creates a new hypergeometric distribution.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/LevyDistribution.html#LevyDistribution(org.apache.commons.math3.random.RandomGenerator, double, double)">LevyDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
double&nbsp;mu,
double&nbsp;c)</code>
<div class="block">Creates a LevyDistribution.</div>
</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/LogNormalDistribution.html#LogNormalDistribution(org.apache.commons.math3.random.RandomGenerator, double, double)">LogNormalDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
double&nbsp;scale,
double&nbsp;shape)</code>
<div class="block">Creates a log-normal distribution.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/LogNormalDistribution.html#LogNormalDistribution(org.apache.commons.math3.random.RandomGenerator, double, double, double)">LogNormalDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
double&nbsp;scale,
double&nbsp;shape,
double&nbsp;inverseCumAccuracy)</code>
<div class="block">Creates a log-normal distribution.</div>
</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/MixtureMultivariateNormalDistribution.html#MixtureMultivariateNormalDistribution(org.apache.commons.math3.random.RandomGenerator, java.util.List)">MixtureMultivariateNormalDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
<a href="http://docs.oracle.com/javase/6/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="../../../../../../org/apache/commons/math3/util/Pair.html" title="class in org.apache.commons.math3.util">Pair</a>&lt;<a href="http://docs.oracle.com/javase/6/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="../../../../../../org/apache/commons/math3/distribution/MultivariateNormalDistribution.html" title="class in org.apache.commons.math3.distribution">MultivariateNormalDistribution</a>&gt;&gt;&nbsp;components)</code>
<div class="block">Creates a mixture model from a list of distributions and their
associated weights.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/MixtureMultivariateRealDistribution.html#MixtureMultivariateRealDistribution(org.apache.commons.math3.random.RandomGenerator, java.util.List)">MixtureMultivariateRealDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
<a href="http://docs.oracle.com/javase/6/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="../../../../../../org/apache/commons/math3/util/Pair.html" title="class in org.apache.commons.math3.util">Pair</a>&lt;<a href="http://docs.oracle.com/javase/6/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="../../../../../../org/apache/commons/math3/distribution/MixtureMultivariateRealDistribution.html" title="type parameter in MixtureMultivariateRealDistribution">T</a>&gt;&gt;&nbsp;components)</code>
<div class="block">Creates a mixture model from a list of distributions and their
associated weights.</div>
</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/MultivariateNormalDistribution.html#MultivariateNormalDistribution(org.apache.commons.math3.random.RandomGenerator, double[], double[][])">MultivariateNormalDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
double[]&nbsp;means,
double[][]&nbsp;covariances)</code>
<div class="block">Creates a multivariate normal distribution with the given mean vector and
covariance matrix.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/NormalDistribution.html#NormalDistribution(org.apache.commons.math3.random.RandomGenerator, double, double)">NormalDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
double&nbsp;mean,
double&nbsp;sd)</code>
<div class="block">Creates a normal distribution.</div>
</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/NormalDistribution.html#NormalDistribution(org.apache.commons.math3.random.RandomGenerator, double, double, double)">NormalDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
double&nbsp;mean,
double&nbsp;sd,
double&nbsp;inverseCumAccuracy)</code>
<div class="block">Creates a normal distribution.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/ParetoDistribution.html#ParetoDistribution(org.apache.commons.math3.random.RandomGenerator, double, double)">ParetoDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
double&nbsp;scale,
double&nbsp;shape)</code>
<div class="block">Creates a log-normal distribution.</div>
</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/ParetoDistribution.html#ParetoDistribution(org.apache.commons.math3.random.RandomGenerator, double, double, double)">ParetoDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
double&nbsp;scale,
double&nbsp;shape,
double&nbsp;inverseCumAccuracy)</code>
<div class="block">Creates a log-normal distribution.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/PascalDistribution.html#PascalDistribution(org.apache.commons.math3.random.RandomGenerator, int, double)">PascalDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
int&nbsp;r,
double&nbsp;p)</code>
<div class="block">Create a Pascal distribution with the given number of successes and
probability of success.</div>
</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/PoissonDistribution.html#PoissonDistribution(org.apache.commons.math3.random.RandomGenerator, double, double, int)">PoissonDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
double&nbsp;p,
double&nbsp;epsilon,
int&nbsp;maxIterations)</code>
<div class="block">Creates a new Poisson distribution with specified mean, convergence
criterion and maximum number of iterations.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/TDistribution.html#TDistribution(org.apache.commons.math3.random.RandomGenerator, double)">TDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
double&nbsp;degreesOfFreedom)</code>
<div class="block">Creates a t distribution.</div>
</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/TDistribution.html#TDistribution(org.apache.commons.math3.random.RandomGenerator, double, double)">TDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
double&nbsp;degreesOfFreedom,
double&nbsp;inverseCumAccuracy)</code>
<div class="block">Creates a t distribution.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/TriangularDistribution.html#TriangularDistribution(org.apache.commons.math3.random.RandomGenerator, double, double, double)">TriangularDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
double&nbsp;a,
double&nbsp;c,
double&nbsp;b)</code>
<div class="block">Creates a triangular distribution.</div>
</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/UniformIntegerDistribution.html#UniformIntegerDistribution(org.apache.commons.math3.random.RandomGenerator, int, int)">UniformIntegerDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
int&nbsp;lower,
int&nbsp;upper)</code>
<div class="block">Creates a new uniform integer distribution using the given lower and
upper bounds (both inclusive).</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/UniformRealDistribution.html#UniformRealDistribution(org.apache.commons.math3.random.RandomGenerator, double, double)">UniformRealDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
double&nbsp;lower,
double&nbsp;upper)</code>
<div class="block">Creates a uniform distribution.</div>
</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/UniformRealDistribution.html#UniformRealDistribution(org.apache.commons.math3.random.RandomGenerator, double, double, double)">UniformRealDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
double&nbsp;lower,
double&nbsp;upper,
double&nbsp;inverseCumAccuracy)</code>
<div class="block"><strong>Deprecated.</strong>&nbsp;
<div class="block"><i>as of 3.2, inverse CDF is now calculated analytically, use
<a href="../../../../../../org/apache/commons/math3/distribution/UniformRealDistribution.html#UniformRealDistribution(org.apache.commons.math3.random.RandomGenerator, double, double)"><code>UniformRealDistribution.UniformRealDistribution(RandomGenerator, double, double)</code></a>
instead.</i></div>
</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/WeibullDistribution.html#WeibullDistribution(org.apache.commons.math3.random.RandomGenerator, double, double)">WeibullDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
double&nbsp;alpha,
double&nbsp;beta)</code>
<div class="block">Creates a Weibull distribution.</div>
</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/WeibullDistribution.html#WeibullDistribution(org.apache.commons.math3.random.RandomGenerator, double, double, double)">WeibullDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
double&nbsp;alpha,
double&nbsp;beta,
double&nbsp;inverseCumAccuracy)</code>
<div class="block">Creates a Weibull distribution.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/distribution/ZipfDistribution.html#ZipfDistribution(org.apache.commons.math3.random.RandomGenerator, int, double)">ZipfDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
int&nbsp;numberOfElements,
double&nbsp;exponent)</code>
<div class="block">Creates a Zipf distribution.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.commons.math3.genetics">
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</a>
<h3>Uses of <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a> in <a href="../../../../../../org/apache/commons/math3/genetics/package-summary.html">org.apache.commons.math3.genetics</a></h3>
<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../org/apache/commons/math3/genetics/package-summary.html">org.apache.commons.math3.genetics</a> that return <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>static <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a></code></td>
<td class="colLast"><span class="strong">GeneticAlgorithm.</span><code><strong><a href="../../../../../../org/apache/commons/math3/genetics/GeneticAlgorithm.html#getRandomGenerator()">getRandomGenerator</a></strong>()</code>
<div class="block">Returns the (static) random generator.</div>
</td>
</tr>
</tbody>
</table>
<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../org/apache/commons/math3/genetics/package-summary.html">org.apache.commons.math3.genetics</a> with parameters of type <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="strong">GeneticAlgorithm.</span><code><strong><a href="../../../../../../org/apache/commons/math3/genetics/GeneticAlgorithm.html#setRandomGenerator(org.apache.commons.math3.random.RandomGenerator)">setRandomGenerator</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;random)</code>
<div class="block">Set the (static) random generator.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.commons.math3.ml.clustering">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a> in <a href="../../../../../../org/apache/commons/math3/ml/clustering/package-summary.html">org.apache.commons.math3.ml.clustering</a></h3>
<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../org/apache/commons/math3/ml/clustering/package-summary.html">org.apache.commons.math3.ml.clustering</a> that return <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a></code></td>
<td class="colLast"><span class="strong">KMeansPlusPlusClusterer.</span><code><strong><a href="../../../../../../org/apache/commons/math3/ml/clustering/KMeansPlusPlusClusterer.html#getRandomGenerator()">getRandomGenerator</a></strong>()</code>
<div class="block">Returns the random generator this instance will use.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a></code></td>
<td class="colLast"><span class="strong">FuzzyKMeansClusterer.</span><code><strong><a href="../../../../../../org/apache/commons/math3/ml/clustering/FuzzyKMeansClusterer.html#getRandomGenerator()">getRandomGenerator</a></strong>()</code>
<div class="block">Returns the random generator this instance will use.</div>
</td>
</tr>
</tbody>
</table>
<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation">
<caption><span>Constructors in <a href="../../../../../../org/apache/commons/math3/ml/clustering/package-summary.html">org.apache.commons.math3.ml.clustering</a> with parameters of type <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colOne" scope="col">Constructor and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/ml/clustering/FuzzyKMeansClusterer.html#FuzzyKMeansClusterer(int, double, int, org.apache.commons.math3.ml.distance.DistanceMeasure, double, org.apache.commons.math3.random.RandomGenerator)">FuzzyKMeansClusterer</a></strong>(int&nbsp;k,
double&nbsp;fuzziness,
int&nbsp;maxIterations,
<a href="../../../../../../org/apache/commons/math3/ml/distance/DistanceMeasure.html" title="interface in org.apache.commons.math3.ml.distance">DistanceMeasure</a>&nbsp;measure,
double&nbsp;epsilon,
<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;random)</code>
<div class="block">Creates a new instance of a FuzzyKMeansClusterer.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/ml/clustering/KMeansPlusPlusClusterer.html#KMeansPlusPlusClusterer(int, int, org.apache.commons.math3.ml.distance.DistanceMeasure, org.apache.commons.math3.random.RandomGenerator)">KMeansPlusPlusClusterer</a></strong>(int&nbsp;k,
int&nbsp;maxIterations,
<a href="../../../../../../org/apache/commons/math3/ml/distance/DistanceMeasure.html" title="interface in org.apache.commons.math3.ml.distance">DistanceMeasure</a>&nbsp;measure,
<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;random)</code>
<div class="block">Build a clusterer.</div>
</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/ml/clustering/KMeansPlusPlusClusterer.html#KMeansPlusPlusClusterer(int, int, org.apache.commons.math3.ml.distance.DistanceMeasure, org.apache.commons.math3.random.RandomGenerator, org.apache.commons.math3.ml.clustering.KMeansPlusPlusClusterer.EmptyClusterStrategy)">KMeansPlusPlusClusterer</a></strong>(int&nbsp;k,
int&nbsp;maxIterations,
<a href="../../../../../../org/apache/commons/math3/ml/distance/DistanceMeasure.html" title="interface in org.apache.commons.math3.ml.distance">DistanceMeasure</a>&nbsp;measure,
<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;random,
<a href="../../../../../../org/apache/commons/math3/ml/clustering/KMeansPlusPlusClusterer.EmptyClusterStrategy.html" title="enum in org.apache.commons.math3.ml.clustering">KMeansPlusPlusClusterer.EmptyClusterStrategy</a>&nbsp;emptyStrategy)</code>
<div class="block">Build a clusterer.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.commons.math3.ml.neuralnet">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a> in <a href="../../../../../../org/apache/commons/math3/ml/neuralnet/package-summary.html">org.apache.commons.math3.ml.neuralnet</a></h3>
<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../org/apache/commons/math3/ml/neuralnet/package-summary.html">org.apache.commons.math3.ml.neuralnet</a> with parameters of type <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>static <a href="../../../../../../org/apache/commons/math3/ml/neuralnet/FeatureInitializer.html" title="interface in org.apache.commons.math3.ml.neuralnet">FeatureInitializer</a></code></td>
<td class="colLast"><span class="strong">FeatureInitializerFactory.</span><code><strong><a href="../../../../../../org/apache/commons/math3/ml/neuralnet/FeatureInitializerFactory.html#uniform(org.apache.commons.math3.random.RandomGenerator, double, double)">uniform</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng,
double&nbsp;min,
double&nbsp;max)</code>
<div class="block">Uniform sampling of the given range.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.commons.math3.optim.nonlinear.scalar.noderiv">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a> in <a href="../../../../../../org/apache/commons/math3/optim/nonlinear/scalar/noderiv/package-summary.html">org.apache.commons.math3.optim.nonlinear.scalar.noderiv</a></h3>
<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation">
<caption><span>Constructors in <a href="../../../../../../org/apache/commons/math3/optim/nonlinear/scalar/noderiv/package-summary.html">org.apache.commons.math3.optim.nonlinear.scalar.noderiv</a> with parameters of type <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colOne" scope="col">Constructor and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/optim/nonlinear/scalar/noderiv/CMAESOptimizer.html#CMAESOptimizer(int, double, boolean, int, int, org.apache.commons.math3.random.RandomGenerator, boolean, org.apache.commons.math3.optim.ConvergenceChecker)">CMAESOptimizer</a></strong>(int&nbsp;maxIterations,
double&nbsp;stopFitness,
boolean&nbsp;isActiveCMA,
int&nbsp;diagonalOnly,
int&nbsp;checkFeasableCount,
<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;random,
boolean&nbsp;generateStatistics,
<a href="../../../../../../org/apache/commons/math3/optim/ConvergenceChecker.html" title="interface in org.apache.commons.math3.optim">ConvergenceChecker</a>&lt;<a href="../../../../../../org/apache/commons/math3/optim/PointValuePair.html" title="class in org.apache.commons.math3.optim">PointValuePair</a>&gt;&nbsp;checker)</code>&nbsp;</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.commons.math3.optim.univariate">
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</a>
<h3>Uses of <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a> in <a href="../../../../../../org/apache/commons/math3/optim/univariate/package-summary.html">org.apache.commons.math3.optim.univariate</a></h3>
<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation">
<caption><span>Constructors in <a href="../../../../../../org/apache/commons/math3/optim/univariate/package-summary.html">org.apache.commons.math3.optim.univariate</a> with parameters of type <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colOne" scope="col">Constructor and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/optim/univariate/MultiStartUnivariateOptimizer.html#MultiStartUnivariateOptimizer(org.apache.commons.math3.optim.univariate.UnivariateOptimizer, int, org.apache.commons.math3.random.RandomGenerator)">MultiStartUnivariateOptimizer</a></strong>(<a href="../../../../../../org/apache/commons/math3/optim/univariate/UnivariateOptimizer.html" title="class in org.apache.commons.math3.optim.univariate">UnivariateOptimizer</a>&nbsp;optimizer,
int&nbsp;starts,
<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;generator)</code>
<div class="block">Create a multi-start optimizer from a single-start optimizer.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.commons.math3.optimization.direct">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a> in <a href="../../../../../../org/apache/commons/math3/optimization/direct/package-summary.html">org.apache.commons.math3.optimization.direct</a></h3>
<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing fields, and an explanation">
<caption><span>Fields in <a href="../../../../../../org/apache/commons/math3/optimization/direct/package-summary.html">org.apache.commons.math3.optimization.direct</a> declared as <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Field and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>static <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a></code></td>
<td class="colLast"><span class="strong">CMAESOptimizer.</span><code><strong><a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#DEFAULT_RANDOMGENERATOR">DEFAULT_RANDOMGENERATOR</a></strong></code>
<div class="block"><strong>Deprecated.</strong>&nbsp;</div>
<div class="block">Default value for <a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#random"><code>CMAESOptimizer.random</code></a>.</div>
</td>
</tr>
</tbody>
</table>
<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation">
<caption><span>Constructors in <a href="../../../../../../org/apache/commons/math3/optimization/direct/package-summary.html">org.apache.commons.math3.optimization.direct</a> with parameters of type <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colOne" scope="col">Constructor and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#CMAESOptimizer(int, double[], int, double, boolean, int, int, org.apache.commons.math3.random.RandomGenerator, boolean)">CMAESOptimizer</a></strong>(int&nbsp;lambda,
double[]&nbsp;inputSigma,
int&nbsp;maxIterations,
double&nbsp;stopFitness,
boolean&nbsp;isActiveCMA,
int&nbsp;diagonalOnly,
int&nbsp;checkFeasableCount,
<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;random,
boolean&nbsp;generateStatistics)</code>
<div class="block"><strong>Deprecated.</strong>&nbsp;
<div class="block"><i>See <a href="../../../../../../org/apache/commons/math3/optimization/SimpleValueChecker.html#SimpleValueChecker()"><code>SimpleValueChecker.SimpleValueChecker()</code></a></i></div>
</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#CMAESOptimizer(int, double[], int, double, boolean, int, int, org.apache.commons.math3.random.RandomGenerator, boolean, org.apache.commons.math3.optimization.ConvergenceChecker)">CMAESOptimizer</a></strong>(int&nbsp;lambda,
double[]&nbsp;inputSigma,
int&nbsp;maxIterations,
double&nbsp;stopFitness,
boolean&nbsp;isActiveCMA,
int&nbsp;diagonalOnly,
int&nbsp;checkFeasableCount,
<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;random,
boolean&nbsp;generateStatistics,
<a href="../../../../../../org/apache/commons/math3/optimization/ConvergenceChecker.html" title="interface in org.apache.commons.math3.optimization">ConvergenceChecker</a>&lt;<a href="../../../../../../org/apache/commons/math3/optimization/PointValuePair.html" title="class in org.apache.commons.math3.optimization">PointValuePair</a>&gt;&nbsp;checker)</code>
<div class="block"><strong>Deprecated.</strong>&nbsp;
<div class="block"><i>As of version 3.1: Parameters <code>lambda</code> and <code>inputSigma</code> must be
passed with the call to <a href="../../../../../../org/apache/commons/math3/optimization/direct/BaseAbstractMultivariateOptimizer.html#optimize(int, FUNC, org.apache.commons.math3.optimization.GoalType, org.apache.commons.math3.optimization.OptimizationData...)"><code>optimize</code></a>.</i></div>
</div>
</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#CMAESOptimizer(int, double, boolean, int, int, org.apache.commons.math3.random.RandomGenerator, boolean, org.apache.commons.math3.optimization.ConvergenceChecker)">CMAESOptimizer</a></strong>(int&nbsp;maxIterations,
double&nbsp;stopFitness,
boolean&nbsp;isActiveCMA,
int&nbsp;diagonalOnly,
int&nbsp;checkFeasableCount,
<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;random,
boolean&nbsp;generateStatistics,
<a href="../../../../../../org/apache/commons/math3/optimization/ConvergenceChecker.html" title="interface in org.apache.commons.math3.optimization">ConvergenceChecker</a>&lt;<a href="../../../../../../org/apache/commons/math3/optimization/PointValuePair.html" title="class in org.apache.commons.math3.optimization">PointValuePair</a>&gt;&nbsp;checker)</code>
<div class="block"><strong>Deprecated.</strong>&nbsp;</div>
&nbsp;</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.commons.math3.optimization.univariate">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a> in <a href="../../../../../../org/apache/commons/math3/optimization/univariate/package-summary.html">org.apache.commons.math3.optimization.univariate</a></h3>
<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation">
<caption><span>Constructors in <a href="../../../../../../org/apache/commons/math3/optimization/univariate/package-summary.html">org.apache.commons.math3.optimization.univariate</a> with parameters of type <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colOne" scope="col">Constructor and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/optimization/univariate/UnivariateMultiStartOptimizer.html#UnivariateMultiStartOptimizer(org.apache.commons.math3.optimization.univariate.BaseUnivariateOptimizer, int, org.apache.commons.math3.random.RandomGenerator)">UnivariateMultiStartOptimizer</a></strong>(<a href="../../../../../../org/apache/commons/math3/optimization/univariate/BaseUnivariateOptimizer.html" title="interface in org.apache.commons.math3.optimization.univariate">BaseUnivariateOptimizer</a>&lt;<a href="../../../../../../org/apache/commons/math3/optimization/univariate/UnivariateMultiStartOptimizer.html" title="type parameter in UnivariateMultiStartOptimizer">FUNC</a>&gt;&nbsp;optimizer,
int&nbsp;starts,
<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;generator)</code>
<div class="block"><strong>Deprecated.</strong>&nbsp;</div>
<div class="block">Create a multi-start optimizer from a single-start optimizer.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.commons.math3.random">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a> in <a href="../../../../../../org/apache/commons/math3/random/package-summary.html">org.apache.commons.math3.random</a></h3>
<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation">
<caption><span>Classes in <a href="../../../../../../org/apache/commons/math3/random/package-summary.html">org.apache.commons.math3.random</a> that implement <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Class and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>class&nbsp;</code></td>
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/random/AbstractRandomGenerator.html" title="class in org.apache.commons.math3.random">AbstractRandomGenerator</a></strong></code>
<div class="block">Abstract class implementing the <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random"><code>RandomGenerator</code></a> interface.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>class&nbsp;</code></td>
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/random/AbstractWell.html" title="class in org.apache.commons.math3.random">AbstractWell</a></strong></code>
<div class="block">This abstract class implements the WELL class of pseudo-random number generator
from Fran&ccedil;ois Panneton, Pierre L'Ecuyer and Makoto Matsumoto.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>class&nbsp;</code></td>
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/random/BitsStreamGenerator.html" title="class in org.apache.commons.math3.random">BitsStreamGenerator</a></strong></code>
<div class="block">Base class for random number generators that generates bits streams.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>class&nbsp;</code></td>
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/random/ISAACRandom.html" title="class in org.apache.commons.math3.random">ISAACRandom</a></strong></code>
<div class="block"><a href="http://burtleburtle.net/bob/rand/isaacafa.html">
ISAAC: a fast cryptographic pseudo-random number generator</a>
<br/>
ISAAC (Indirection, Shift, Accumulate, Add, and Count) generates 32-bit
random numbers.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>class&nbsp;</code></td>
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/random/JDKRandomGenerator.html" title="class in org.apache.commons.math3.random">JDKRandomGenerator</a></strong></code>
<div class="block">Extension of <code>java.util.Random</code> to implement
<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random"><code>RandomGenerator</code></a>.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>class&nbsp;</code></td>
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/random/MersenneTwister.html" title="class in org.apache.commons.math3.random">MersenneTwister</a></strong></code>
<div class="block">This class implements a powerful pseudo-random number generator
developed by Makoto Matsumoto and Takuji Nishimura during
1996-1997.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>class&nbsp;</code></td>
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/random/RandomAdaptor.html" title="class in org.apache.commons.math3.random">RandomAdaptor</a></strong></code>
<div class="block">Extension of <code>java.util.Random</code> wrapping a
<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random"><code>RandomGenerator</code></a>.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>class&nbsp;</code></td>
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/random/SynchronizedRandomGenerator.html" title="class in org.apache.commons.math3.random">SynchronizedRandomGenerator</a></strong></code>
<div class="block">Any <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random"><code>RandomGenerator</code></a> implementation can be thread-safe if it
is used through an instance of this class.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>class&nbsp;</code></td>
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/random/Well1024a.html" title="class in org.apache.commons.math3.random">Well1024a</a></strong></code>
<div class="block">This class implements the WELL1024a pseudo-random number generator
from Fran&ccedil;ois Panneton, Pierre L'Ecuyer and Makoto Matsumoto.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>class&nbsp;</code></td>
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/random/Well19937a.html" title="class in org.apache.commons.math3.random">Well19937a</a></strong></code>
<div class="block">This class implements the WELL19937a pseudo-random number generator
from Fran&ccedil;ois Panneton, Pierre L'Ecuyer and Makoto Matsumoto.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>class&nbsp;</code></td>
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/random/Well19937c.html" title="class in org.apache.commons.math3.random">Well19937c</a></strong></code>
<div class="block">This class implements the WELL19937c pseudo-random number generator
from Fran&ccedil;ois Panneton, Pierre L'Ecuyer and Makoto Matsumoto.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>class&nbsp;</code></td>
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/random/Well44497a.html" title="class in org.apache.commons.math3.random">Well44497a</a></strong></code>
<div class="block">This class implements the WELL44497a pseudo-random number generator
from Fran&ccedil;ois Panneton, Pierre L'Ecuyer and Makoto Matsumoto.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>class&nbsp;</code></td>
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/random/Well44497b.html" title="class in org.apache.commons.math3.random">Well44497b</a></strong></code>
<div class="block">This class implements the WELL44497b pseudo-random number generator
from Fran&ccedil;ois Panneton, Pierre L'Ecuyer and Makoto Matsumoto.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>class&nbsp;</code></td>
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/random/Well512a.html" title="class in org.apache.commons.math3.random">Well512a</a></strong></code>
<div class="block">This class implements the WELL512a pseudo-random number generator
from Fran&ccedil;ois Panneton, Pierre L'Ecuyer and Makoto Matsumoto.</div>
</td>
</tr>
</tbody>
</table>
<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../org/apache/commons/math3/random/package-summary.html">org.apache.commons.math3.random</a> that return <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>static <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a></code></td>
<td class="colLast"><span class="strong">RandomGeneratorFactory.</span><code><strong><a href="../../../../../../org/apache/commons/math3/random/RandomGeneratorFactory.html#createRandomGenerator(java.util.Random)">createRandomGenerator</a></strong>(<a href="http://docs.oracle.com/javase/6/docs/api/java/util/Random.html?is-external=true" title="class or interface in java.util">Random</a>&nbsp;rng)</code>
<div class="block">Creates a <a href="../../../../../../org/apache/commons/math3/random/RandomDataGenerator.html" title="class in org.apache.commons.math3.random"><code>RandomDataGenerator</code></a> instance that wraps a
<a href="http://docs.oracle.com/javase/6/docs/api/java/util/Random.html?is-external=true" title="class or interface in java.util"><code>Random</code></a> instance.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a></code></td>
<td class="colLast"><span class="strong">RandomDataGenerator.</span><code><strong><a href="../../../../../../org/apache/commons/math3/random/RandomDataGenerator.html#getRandomGenerator()">getRandomGenerator</a></strong>()</code>
<div class="block">Returns the RandomGenerator used to generate non-secure random data.</div>
</td>
</tr>
</tbody>
</table>
<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../org/apache/commons/math3/random/package-summary.html">org.apache.commons.math3.random</a> with parameters of type <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>static <a href="http://docs.oracle.com/javase/6/docs/api/java/util/Random.html?is-external=true" title="class or interface in java.util">Random</a></code></td>
<td class="colLast"><span class="strong">RandomAdaptor.</span><code><strong><a href="../../../../../../org/apache/commons/math3/random/RandomAdaptor.html#createAdaptor(org.apache.commons.math3.random.RandomGenerator)">createAdaptor</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;randomGenerator)</code>
<div class="block">Factory method to create a <code>Random</code> using the supplied
<code>RandomGenerator</code>.</div>
</td>
</tr>
</tbody>
</table>
<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation">
<caption><span>Constructors in <a href="../../../../../../org/apache/commons/math3/random/package-summary.html">org.apache.commons.math3.random</a> with parameters of type <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colOne" scope="col">Constructor and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/random/EmpiricalDistribution.html#EmpiricalDistribution(int, org.apache.commons.math3.random.RandomGenerator)">EmpiricalDistribution</a></strong>(int&nbsp;binCount,
<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;generator)</code>
<div class="block">Creates a new EmpiricalDistribution with the specified bin count using the
provided <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random"><code>RandomGenerator</code></a> as the source of random data.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/random/EmpiricalDistribution.html#EmpiricalDistribution(org.apache.commons.math3.random.RandomGenerator)">EmpiricalDistribution</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;generator)</code>
<div class="block">Creates a new EmpiricalDistribution with default bin count using the
provided <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random"><code>RandomGenerator</code></a> as the source of random data.</div>
</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/random/GaussianRandomGenerator.html#GaussianRandomGenerator(org.apache.commons.math3.random.RandomGenerator)">GaussianRandomGenerator</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;generator)</code>
<div class="block">Create a new generator.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/random/RandomAdaptor.html#RandomAdaptor(org.apache.commons.math3.random.RandomGenerator)">RandomAdaptor</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;randomGenerator)</code>
<div class="block">Construct a RandomAdaptor wrapping the supplied RandomGenerator.</div>
</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/random/RandomDataGenerator.html#RandomDataGenerator(org.apache.commons.math3.random.RandomGenerator)">RandomDataGenerator</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rand)</code>
<div class="block">Construct a RandomDataGenerator using the supplied <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random"><code>RandomGenerator</code></a> as
the source of (non-secure) random data.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/random/RandomDataImpl.html#RandomDataImpl(org.apache.commons.math3.random.RandomGenerator)">RandomDataImpl</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rand)</code>
<div class="block"><strong>Deprecated.</strong>&nbsp;</div>
<div class="block">Construct a RandomDataImpl using the supplied <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random"><code>RandomGenerator</code></a> as
the source of (non-secure) random data.</div>
</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/random/StableRandomGenerator.html#StableRandomGenerator(org.apache.commons.math3.random.RandomGenerator, double, double)">StableRandomGenerator</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;generator,
double&nbsp;alpha,
double&nbsp;beta)</code>
<div class="block">Create a new generator.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/random/SynchronizedRandomGenerator.html#SynchronizedRandomGenerator(org.apache.commons.math3.random.RandomGenerator)">SynchronizedRandomGenerator</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng)</code>
<div class="block">Creates a synchronized wrapper for the given <code>RandomGenerator</code>
instance.</div>
</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/random/UniformRandomGenerator.html#UniformRandomGenerator(org.apache.commons.math3.random.RandomGenerator)">UniformRandomGenerator</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;generator)</code>
<div class="block">Create a new generator.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/random/UnitSphereRandomVectorGenerator.html#UnitSphereRandomVectorGenerator(int, org.apache.commons.math3.random.RandomGenerator)">UnitSphereRandomVectorGenerator</a></strong>(int&nbsp;dimension,
<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rand)</code>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/random/ValueServer.html#ValueServer(org.apache.commons.math3.random.RandomGenerator)">ValueServer</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;generator)</code>
<div class="block">Construct a ValueServer instance using a RandomGenerator as its source
of random data.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.commons.math3.stat.inference">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a> in <a href="../../../../../../org/apache/commons/math3/stat/inference/package-summary.html">org.apache.commons.math3.stat.inference</a></h3>
<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation">
<caption><span>Constructors in <a href="../../../../../../org/apache/commons/math3/stat/inference/package-summary.html">org.apache.commons.math3.stat.inference</a> with parameters of type <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colOne" scope="col">Constructor and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/stat/inference/KolmogorovSmirnovTest.html#KolmogorovSmirnovTest(org.apache.commons.math3.random.RandomGenerator)">KolmogorovSmirnovTest</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng)</code>
<div class="block">Construct a KolmogorovSmirnovTest with the provided random data generator.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.commons.math3.stat.ranking">
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</a>
<h3>Uses of <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a> in <a href="../../../../../../org/apache/commons/math3/stat/ranking/package-summary.html">org.apache.commons.math3.stat.ranking</a></h3>
<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation">
<caption><span>Constructors in <a href="../../../../../../org/apache/commons/math3/stat/ranking/package-summary.html">org.apache.commons.math3.stat.ranking</a> with parameters of type <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colOne" scope="col">Constructor and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/stat/ranking/NaturalRanking.html#NaturalRanking(org.apache.commons.math3.stat.ranking.NaNStrategy, org.apache.commons.math3.random.RandomGenerator)">NaturalRanking</a></strong>(<a href="../../../../../../org/apache/commons/math3/stat/ranking/NaNStrategy.html" title="enum in org.apache.commons.math3.stat.ranking">NaNStrategy</a>&nbsp;nanStrategy,
<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;randomGenerator)</code>
<div class="block">Create a NaturalRanking with the given NaNStrategy, TiesStrategy.RANDOM
and the given source of random data.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/stat/ranking/NaturalRanking.html#NaturalRanking(org.apache.commons.math3.random.RandomGenerator)">NaturalRanking</a></strong>(<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;randomGenerator)</code>
<div class="block">Create a NaturalRanking with TiesStrategy.RANDOM and the given
RandomGenerator as the source of random data.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.commons.math3.util">
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<h3>Uses of <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a> in <a href="../../../../../../org/apache/commons/math3/util/package-summary.html">org.apache.commons.math3.util</a></h3>
<table border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../org/apache/commons/math3/util/package-summary.html">org.apache.commons.math3.util</a> with parameters of type <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="strong">MathArrays.</span><code><strong><a href="../../../../../../org/apache/commons/math3/util/MathArrays.html#shuffle(int[], int, org.apache.commons.math3.util.MathArrays.Position, org.apache.commons.math3.random.RandomGenerator)">shuffle</a></strong>(int[]&nbsp;list,
int&nbsp;start,
<a href="../../../../../../org/apache/commons/math3/util/MathArrays.Position.html" title="enum in org.apache.commons.math3.util">MathArrays.Position</a>&nbsp;pos,
<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng)</code>
<div class="block">Shuffle the entries of the given array, using the
<a href="http://en.wikipedia.org/wiki/Fisher–Yates_shuffle#The_modern_algorithm">
Fisher–Yates</a> algorithm.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="strong">MathArrays.</span><code><strong><a href="../../../../../../org/apache/commons/math3/util/MathArrays.html#shuffle(int[], org.apache.commons.math3.random.RandomGenerator)">shuffle</a></strong>(int[]&nbsp;list,
<a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a>&nbsp;rng)</code>
<div class="block">Shuffle the entries of the given array.</div>
</td>
</tr>
</tbody>
</table>
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