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<H2>

cern.jet.random.engine
 
Class RandomEngine</H2>
<PRE>
<A HREF="http://java.sun.com/j2se/1.4/docs/api/java/lang/Object.html" title="class or interface in java.lang">java.lang.Object</A>
 <IMG SRC="../../../../resources/inherit.gif" ALT="extended by"><A HREF="../../../../cern/colt/PersistentObject.html" title="class in cern.colt">cern.colt.PersistentObject</A>
 <IMG SRC="../../../../resources/inherit.gif" ALT="extended by">cern.jet.random.engine.RandomEngine
</PRE>
<DL>
<DT>All Implemented Interfaces: <DD><A HREF="http://java.sun.com/j2se/1.4/docs/api/java/lang/Cloneable.html" title="class or interface in java.lang">Cloneable</A>, <A HREF="../../../../cern/colt/function/DoubleFunction.html" title="interface in cern.colt.function">DoubleFunction</A>, <A HREF="../../../../cern/colt/function/IntFunction.html" title="interface in cern.colt.function">IntFunction</A>, <A HREF="http://java.sun.com/j2se/1.4/docs/api/java/io/Serializable.html" title="class or interface in java.io">Serializable</A></DD>
</DL>
<DL>
<DT>Direct Known Subclasses: <DD><A HREF="../../../../cern/jet/random/engine/DRand.html" title="class in cern.jet.random.engine">DRand</A>, <A HREF="../../../../cern/jet/random/engine/MersenneTwister.html" title="class in cern.jet.random.engine">MersenneTwister</A></DD>
</DL>
<HR>
<DL>
<DT>public abstract class RandomEngine<DT>extends <A HREF="../../../../cern/colt/PersistentObject.html" title="class in cern.colt">PersistentObject</A><DT>implements <A HREF="../../../../cern/colt/function/DoubleFunction.html" title="interface in cern.colt.function">DoubleFunction</A>, <A HREF="../../../../cern/colt/function/IntFunction.html" title="interface in cern.colt.function">IntFunction</A></DL>

Abstract base class for uniform pseudo-random number generating engines.
 
 Most probability distributions are obtained by using a uniform pseudo-random number generation engine 
 followed by a transformation to the desired distribution.
 Thus, subclasses of this class are at the core of computational statistics, simulations, Monte Carlo methods, etc.
 
 Subclasses produce uniformly distributed <tt>int</tt>'s and <tt>long</tt>'s in the closed intervals <tt>[Integer.MIN_VALUE,Integer.MAX_VALUE]</tt> and <tt>[Long.MIN_VALUE,Long.MAX_VALUE]</tt>, respectively, 
 as well as <tt>float</tt>'s and <tt>double</tt>'s in the open unit intervals <tt>(0.0f,1.0f)</tt> and <tt>(0.0,1.0)</tt>, respectively.
 
 Subclasses need to override one single method only: <tt>nextInt()</tt>.
 All other methods generating different data types or ranges are usually layered upon <tt>nextInt()</tt>.
 <tt>long</tt>'s are formed by concatenating two 32 bit <tt>int</tt>'s.
 <tt>float</tt>'s are formed by dividing the interval <tt>[0.0f,1.0f]</tt> into 232 sub intervals, then randomly choosing one subinterval.
 <tt>double</tt>'s are formed by dividing the interval <tt>[0.0,1.0]</tt> into 264 sub intervals, then randomly choosing one subinterval.
 
 Note that this implementation is not synchronized.

<DL>
<DT>Version:</DT>
 <DD>1.0, 09/24/99</DD>
<DT>See Also:<DD><A HREF="../../../../cern/jet/random/engine/MersenneTwister.html" title="class in cern.jet.random.engine"><CODE>MersenneTwister</CODE></A>, 
<A HREF="../../../../cern/jet/random/engine/MersenneTwister64.html" title="class in cern.jet.random.engine"><CODE>MersenneTwister64</CODE></A>, 
<A HREF="http://java.sun.com/j2se/1.4/docs/api/java/util/Random.html" title="class or interface in java.util"><CODE>Random</CODE></A>, 
<A HREF="../../../../serialized-form.html#cern.jet.random.engine.RandomEngine">Serialized Form</A></DL>
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<CODE>&nbsp;double</CODE></TD>
<TD><CODE><A HREF="../../../../cern/jet/random/engine/RandomEngine.html#apply(double)">apply</A>(double&nbsp;dummy)</CODE>

&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Equivalent to <tt>raw()</tt>.</TD>
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<CODE>&nbsp;int</CODE></TD>
<TD><CODE><A HREF="../../../../cern/jet/random/engine/RandomEngine.html#apply(int)">apply</A>(int&nbsp;dummy)</CODE>

&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Equivalent to <tt>nextInt()</tt>.</TD>
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<CODE>static&nbsp;<A HREF="../../../../cern/jet/random/engine/RandomEngine.html" title="class in cern.jet.random.engine">RandomEngine</A></CODE></TD>
<TD><CODE><A HREF="../../../../cern/jet/random/engine/RandomEngine.html#makeDefault()">makeDefault</A>()</CODE>

&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Constructs and returns a new uniform random number engine seeded with the current time.</TD>
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<CODE>&nbsp;double</CODE></TD>
<TD><CODE><A HREF="../../../../cern/jet/random/engine/RandomEngine.html#nextDouble()">nextDouble</A>()</CODE>

&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns a 64 bit uniformly distributed random number in the open unit interval <code>(0.0,1.0)</code> (excluding 0.0 and 1.0).</TD>
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<CODE>&nbsp;float</CODE></TD>
<TD><CODE><A HREF="../../../../cern/jet/random/engine/RandomEngine.html#nextFloat()">nextFloat</A>()</CODE>

&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns a 32 bit uniformly distributed random number in the open unit interval <code>(0.0f,1.0f)</code> (excluding 0.0f and 1.0f).</TD>
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<CODE>abstract &nbsp;int</CODE></TD>
<TD><CODE><A HREF="../../../../cern/jet/random/engine/RandomEngine.html#nextInt()">nextInt</A>()</CODE>

&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns a 32 bit uniformly distributed random number in the closed interval <tt>[Integer.MIN_VALUE,Integer.MAX_VALUE]</tt> (including <tt>Integer.MIN_VALUE</tt> and <tt>Integer.MAX_VALUE</tt>);</TD>
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<CODE>&nbsp;long</CODE></TD>
<TD><CODE><A HREF="../../../../cern/jet/random/engine/RandomEngine.html#nextLong()">nextLong</A>()</CODE>

&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns a 64 bit uniformly distributed random number in the closed interval <tt>[Long.MIN_VALUE,Long.MAX_VALUE]</tt> (including <tt>Long.MIN_VALUE</tt> and <tt>Long.MAX_VALUE</tt>).</TD>
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<CODE>&nbsp;double</CODE></TD>
<TD><CODE><A HREF="../../../../cern/jet/random/engine/RandomEngine.html#raw()">raw</A>()</CODE>

&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns a 32 bit uniformly distributed random number in the open unit interval <code>(0.0,1.0)</code> (excluding 0.0 and 1.0).</TD>
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<TD><CODE><A HREF="../../../../cern/colt/PersistentObject.html#clone()">clone</A></CODE></TD>
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<A NAME="apply(double)"></A><H3>
apply</H3>
<PRE>
public double apply(double&nbsp;dummy)</PRE>
<DL>
<DD>Equivalent to <tt>raw()</tt>.
This has the effect that random engines can now be used as function objects, returning a random number upon function evaluation.

<DD><DL>
<DT>Specified by:<DD><CODE><A HREF="../../../../cern/colt/function/DoubleFunction.html#apply(double)">apply</A></CODE> in interface <CODE><A HREF="../../../../cern/colt/function/DoubleFunction.html" title="interface in cern.colt.function">DoubleFunction</A></CODE></DL>
</DD>
<DD><DL>
<DT>Parameters:<DD><CODE>dummy</CODE> - argument passed to the function.
<DT>Returns:<DD>the result of the function.</DL>
</DD>
</DL>
<HR>

<A NAME="apply(int)"></A><H3>
apply</H3>
<PRE>
public int apply(int&nbsp;dummy)</PRE>
<DL>
<DD>Equivalent to <tt>nextInt()</tt>.
This has the effect that random engines can now be used as function objects, returning a random number upon function evaluation.

<DD><DL>
<DT>Specified by:<DD><CODE><A HREF="../../../../cern/colt/function/IntFunction.html#apply(int)">apply</A></CODE> in interface <CODE><A HREF="../../../../cern/colt/function/IntFunction.html" title="interface in cern.colt.function">IntFunction</A></CODE></DL>
</DD>
<DD><DL>
<DT>Parameters:<DD><CODE>dummy</CODE> - argument passed to the function.
<DT>Returns:<DD>the result of the function.</DL>
</DD>
</DL>
<HR>

<A NAME="makeDefault()"></A><H3>
makeDefault</H3>
<PRE>
public static <A HREF="../../../../cern/jet/random/engine/RandomEngine.html" title="class in cern.jet.random.engine">RandomEngine</A> makeDefault()</PRE>
<DL>
<DD>Constructs and returns a new uniform random number engine seeded with the current time.
 Currently this is <A HREF="../../../../cern/jet/random/engine/MersenneTwister.html" title="class in cern.jet.random.engine"><CODE>MersenneTwister</CODE></A>.

<DD><DL>
</DL>
</DD>
<DD><DL>
</DL>
</DD>
</DL>
<HR>

<A NAME="nextDouble()"></A><H3>
nextDouble</H3>
<PRE>
public double nextDouble()</PRE>
<DL>
<DD>Returns a 64 bit uniformly distributed random number in the open unit interval <code>(0.0,1.0)</code> (excluding 0.0 and 1.0).

<DD><DL>
</DL>
</DD>
<DD><DL>
</DL>
</DD>
</DL>
<HR>

<A NAME="nextFloat()"></A><H3>
nextFloat</H3>
<PRE>
public float nextFloat()</PRE>
<DL>
<DD>Returns a 32 bit uniformly distributed random number in the open unit interval <code>(0.0f,1.0f)</code> (excluding 0.0f and 1.0f).

<DD><DL>
</DL>
</DD>
<DD><DL>
</DL>
</DD>
</DL>
<HR>

<A NAME="nextInt()"></A><H3>
nextInt</H3>
<PRE>
public abstract int nextInt()</PRE>
<DL>
<DD>Returns a 32 bit uniformly distributed random number in the closed interval <tt>[Integer.MIN_VALUE,Integer.MAX_VALUE]</tt> (including <tt>Integer.MIN_VALUE</tt> and <tt>Integer.MAX_VALUE</tt>);

<DD><DL>
</DL>
</DD>
<DD><DL>
</DL>
</DD>
</DL>
<HR>

<A NAME="nextLong()"></A><H3>
nextLong</H3>
<PRE>
public long nextLong()</PRE>
<DL>
<DD>Returns a 64 bit uniformly distributed random number in the closed interval <tt>[Long.MIN_VALUE,Long.MAX_VALUE]</tt> (including <tt>Long.MIN_VALUE</tt> and <tt>Long.MAX_VALUE</tt>).

<DD><DL>
</DL>
</DD>
<DD><DL>
</DL>
</DD>
</DL>
<HR>

<A NAME="raw()"></A><H3>
raw</H3>
<PRE>
public double raw()</PRE>
<DL>
<DD>Returns a 32 bit uniformly distributed random number in the open unit interval <code>(0.0,1.0)</code> (excluding 0.0 and 1.0).

<DD><DL>
</DL>
</DD>
<DD><DL>
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