eoVector is back (eoFixedLength and eoVariableLength are gone)
Also: introducing eoRndGenerators.h for eoRndGenerator derived classes: eoNormalGenerator eoUniformGenerator eoBooleanGenerator eoNegExpGenerator Note the suffix that are added to aid in determining what these classes do
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eo/src/utils/eoRndGenerators.h
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eo/src/utils/eoRndGenerators.h
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/* -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
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-----------------------------------------------------------------------------
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eoRndGenerators.h
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mimics the rnd_generator.h by putting the generators in the EO-hierarchy
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(c) Maarten Keijzer (mak@dhi.dk) and GeNeura Team, 1999, 2000
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This library is free software; you can redistribute it and/or
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modify it under the terms of the GNU Lesser General Public
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License as published by the Free Software Foundation; either
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version 2 of the License, or (at your option) any later version.
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This library is distributed in the hope that it will be useful,
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but WITHOUT ANY WARRANTY; without even the implied warranty of
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MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
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Lesser General Public License for more details.
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You should have received a copy of the GNU Lesser General Public
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License along with this library; if not, write to the Free Software
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Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA
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Contact: todos@geneura.ugr.es, http://geneura.ugr.es
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*/
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//-----------------------------------------------------------------------------
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#ifndef eoRND_GENERATORS_H
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#define eoRND_GENERATORS_H
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#include "eoRNG.h"
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#include <eoFunctor.h>
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#include <stdexcept>
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/**
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By popular demand re-introducing a base class for a family of
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random number generators. Derived members of this class are useful
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to initialize fixed/variable length genotypes that have an 'atomic' type
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in an indepent way (thus without employing any knowledge abou the problem domain).
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The only change from previous EO's us the use of the suffix EO. This to
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See derived classes eoUniformGenerator, eoBooleanGenerator, eoNormalGenerator and eoNegExpGenerator
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*/
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template <class T>
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class eoRndGenerator : public eoF<T>
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{
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typedef T AtomType;
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};
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/**
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The class eoUniform can be used in the STL generate function
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to easily generate random floats and doubles. It can also
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be used for ints and unsigneds by virtue of the static_cast
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in the generator function.
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Also present is a specialization for boolean, that will
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ignore the minima and maxima that are possibly set and will
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return an unbiased flip of a coin. For a biased flip, use the eoBoolean
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either in [0, _max) if only 1 value (_max) is given
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(or none, as _max defaults to 1.0)
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or in [_min,_max) if 2 values are given (_min, _max)
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*/
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template <class T = double> class eoUniformGenerator : public eoRndGenerator<T>
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{
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// added new ctor with 2 params, and modified the data to minim and range
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// (was maxim only). MS 3/11/2000
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public :
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eoUniformGenerator(T _max = T(1.0), eoRng& _rng = rng) :
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minim(T(0.0)), range(_max), uniform(_rng) {}
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eoUniformGenerator(T _min, T _max, eoRng& _rng = rng) :
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minim(_min), range(_max-_min), uniform(_rng)
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{
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if (_min>_max)
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throw logic_error("Min is greater than Max in uniform_generator");
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}
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/**
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Generates the number, uses a static_cast to get the right behaviour
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for ints and unsigneds
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*/
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T operator()(void) { return minim+static_cast<T>(uniform.uniform(range)); }
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private :
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T minim;
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T range;
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eoRng& uniform;
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};
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/// Specialization for bool, does an unbiased coin flip
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template <>
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bool eoUniformGenerator<bool>::operator()(void)
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{
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return uniform.flip(0.5);
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}
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/**
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The class eoBooleanGenerator can be used in the STL generate function
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to easily generate random booleans with a specified bias
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*/
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class eoBooleanGenerator : public eoRndGenerator<bool>
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{
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public :
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eoBooleanGenerator(float _bias = 0.5, eoRng& _rng = rng) : bias(_bias), gen(_rng) {}
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bool operator()(void) { return gen.flip(bias); }
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private :
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float bias;
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eoRng& gen;
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};
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/**
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The class normal_generator can be used in the STL generate function
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to easily generate gaussian distributed floats and doubles. The user
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can supply a standard deviation which defaults to 1.
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*/
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template <class T = double> class eoNormalGenerator : public eoRndGenerator<T>
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{
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public :
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eoNormalGenerator(T _stdev = T(1.0), eoRng& _rng = rng) : stdev(_stdev), normal(_rng) {}
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T operator()(void) { return (T) normal.normal(stdev); }
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private :
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T stdev;
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eoRng& normal;
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};
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/**
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The class negexp_generator can be used in the STL generate function
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to easily generate negative exponential distributed floats and doubles. The user
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can supply a mean.
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*/
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template <class T = double> class eoNegExpGenerator : public eoRndGenerator<T>
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{
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public :
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eoNegExpGenerator(T _mean = 1.0, eoRng& _rng = rng) : mean(_mean), negexp(_rng) {}
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T operator()(void) { return (T) negexp.negexp(mean); }
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private :
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T mean;
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eoRng& negexp;
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};
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#endif
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