- added the #define for eo_verbose (true) and eo_no_verbose (false)
- added the eoNormMutation, simple normal mutation for simple real variables Modified Files: src/eo src/es/eoRealOp.h tutorial/Lesson2/FirstRealEA.cpp tutorial/Lesson3/SecondBitEA.cpp
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4 changed files with 57 additions and 6 deletions
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@ -28,6 +28,10 @@
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#ifndef _eo_
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#define _eo_
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// some defines to make things easier to get at first sight
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#define eo_verbose true
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#define eo_no_verbose false
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//-----------------------------------------------------------------------------
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#include <utils/eoData.h>
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@ -61,14 +61,17 @@ template<class Chrom> class eoUniformMutation: public eoMonOp<Chrom>
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*/
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void operator()(Chrom& chrom)
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{
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chrom.invalidate();
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bool hasChanged=false;
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for (unsigned lieu=0; lieu<chrom.size(); lieu++)
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{
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if (rng.flip(p_change))
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{
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chrom[lieu] += 2*epsilon*rng.uniform()-epsilon;
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hasChanged = true;
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}
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}
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if (hasChanged)
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chrom.invalidate();
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}
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private:
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@ -117,6 +120,45 @@ private:
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};
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template<class Chrom> class eoNormalMutation: public eoMonOp<Chrom>
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{
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public:
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/**
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* (Default) Constructor.
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* @param _epsilon the range for uniform nutation
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* @param _p_change the probability to change a given coordinate
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*/
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eoNormalMutation(const double& _epsilon, const double& _p_change = 1.0):
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epsilon(_epsilon), p_change(_p_change) {}
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/// The class name.
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string className() const { return "eoNormalMutation"; }
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/**
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* Do it!
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* @param chrom The cromosome undergoing the mutation
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*/
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void operator()(Chrom& chrom)
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{
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bool hasChanged=false;
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for (unsigned lieu=0; lieu<chrom.size(); lieu++)
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{
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if (rng.flip(p_change))
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{
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chrom[lieu] += epsilon*rng.normal();
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hasChanged = true;
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}
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}
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if (hasChanged)
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chrom.invalidate();
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}
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private:
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double epsilon;
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double p_change;
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};
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// two arithmetical crossovers
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/** eoSegmentCrossover --> uniform choice in segment
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