Added the bounds to all eoRealOp operators (and to the eoNormalMutation).
The eoESObjectiveBounds should soon dissapear!!
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3 changed files with 426 additions and 113 deletions
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@ -33,12 +33,16 @@
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#include <utils/eoUpdatable.h>
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#include <eoEvalFunc.h>
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#include <es/eoReal.h>
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#include <es/eoRealBounds.h>
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//-----------------------------------------------------------------------------
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/** Simple normal mutation of a 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 eoNormalMutation: public eoMonOp<EOT>
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@ -46,11 +50,23 @@ template<class EOT> class eoNormalMutation: public eoMonOp<EOT>
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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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eoNormalMutation(double & _sigma, const double& _p_change = 1.0):
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sigma(_sigma), p_change(_p_change) {}
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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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eoNormalMutation(eoRealVectorBounds & _bounds,
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double & _sigma, const double& _p_change = 1.0):
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sigma(_sigma), bounds(_bounds), p_change(_p_change) {}
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/// The class name.
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string className() const { return "eoNormalMutation"; }
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@ -67,6 +83,7 @@ template<class EOT> class eoNormalMutation: public eoMonOp<EOT>
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if (rng.flip(p_change))
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{
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_eo[lieu] += sigma*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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@ -77,6 +94,7 @@ template<class EOT> class eoNormalMutation: public eoMonOp<EOT>
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protected:
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double & sigma;
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private:
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eoRealVectorBounds & bounds;
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double p_change;
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};
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