Added the class eoNormalVecMutation (yes, should have made another file :-(
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@ -36,6 +36,74 @@
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#include <utils/eoRealBounds.h>
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#include <utils/eoRealBounds.h>
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//-----------------------------------------------------------------------------
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//-----------------------------------------------------------------------------
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/** Simple normal mutation of a std::vector of real values.
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* The stDev is fixed - but it is passed ans stored as a reference,
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* to enable dynamic mutations (see eoOenFithMutation below).
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*
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* As for the bounds, the values are here folded back into the bounds.
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* The other possiblity would be to iterate until we fall inside the bounds -
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* but this sometimes takes a long time!!!
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*/
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template<class EOT> class eoNormalVecMutation: public eoMonOp<EOT>
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{
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public:
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/**
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* (Default) Constructor.
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* The bounds are initialized with the global object that says: no bounds.
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*
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* @param _sigma 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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eoNormalVecMutation(double _sigma, const double& _p_change = 1.0):
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sigma(_sigma), bounds(eoDummyVectorNoBounds), p_change(_p_change) {}
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/**
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* Constructor with bounds
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* @param _bounds an eoRealVectorBounds that contains the bounds
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* @param _sigma 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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* for each component, the sigma is scaled to the range of the bound, if bounded
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*/
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eoNormalVecMutation(eoRealVectorBounds & _bounds,
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double _sigma, const double& _p_change = 1.0):
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sigma(_bounds.size(), _sigma), bounds(_bounds), p_change(_p_change)
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{
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// scale to the range - if any
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for (unsigned i=0; i<bounds.size(); i++)
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if (bounds.isBounded(i))
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sigma[i] *= _sigma*bounds.range(i);
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}
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/** The class name */
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virtual std::string className() const { return "eoNormalVecMutation"; }
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/**
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* Do it!
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* @param _eo The cromosome undergoing the mutation
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*/
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bool operator()(EOT& _eo)
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{
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bool hasChanged=false;
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for (unsigned lieu=0; lieu<_eo.size(); lieu++)
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{
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if (rng.flip(p_change))
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{
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_eo[lieu] += sigma[lieu]*rng.normal();
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bounds.foldsInBounds(lieu, _eo[lieu]);
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hasChanged = true;
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}
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}
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return hasChanged;
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}
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private:
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std::vector<double> sigma;
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eoRealVectorBounds & bounds;
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double p_change;
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};
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/** Simple normal mutation of a std::vector of real values.
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/** Simple normal mutation of a std::vector of real values.
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* The stDev is fixed - but it is passed ans stored as a reference,
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* The stDev is fixed - but it is passed ans stored as a reference,
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* to enable dynamic mutations (see eoOenFithMutation below).
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* to enable dynamic mutations (see eoOenFithMutation below).
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