* indentations + whitespace cleanup
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285 changed files with 6068 additions and 6223 deletions
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@ -66,14 +66,14 @@ template<class EOT> class eoUniformMutation: public eoMonOp<EOT>
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* @param _p_change the one probability to change all coordinates
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*/
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eoUniformMutation(eoRealVectorBounds & _bounds,
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const double& _epsilon, const double& _p_change = 1.0):
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const double& _epsilon, const double& _p_change = 1.0):
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homogeneous(false), bounds(_bounds), epsilon(_bounds.size(), _epsilon),
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p_change(_bounds.size(), _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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epsilon[i] *= _epsilon*bounds.range(i);
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epsilon[i] *= _epsilon*bounds.range(i);
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}
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/**
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@ -83,8 +83,8 @@ template<class EOT> class eoUniformMutation: public eoMonOp<EOT>
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* @param _p_change the VECTOR of probabilities for each coordinates
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*/
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eoUniformMutation(eoRealVectorBounds & _bounds,
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const std::vector<double>& _epsilon,
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const std::vector<double>& _p_change):
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const std::vector<double>& _epsilon,
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const std::vector<double>& _p_change):
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homogeneous(false), bounds(_bounds), epsilon(_epsilon),
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p_change(_p_change) {}
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@ -98,43 +98,43 @@ template<class EOT> class eoUniformMutation: public eoMonOp<EOT>
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bool operator()(EOT& _eo)
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{
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bool hasChanged=false;
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if (homogeneous) // implies no bounds object
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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[0]))
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{
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_eo[lieu] += 2*epsilon[0]*rng.uniform()-epsilon[0];
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hasChanged = true;
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}
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}
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if (homogeneous) // implies no bounds object
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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[0]))
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{
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_eo[lieu] += 2*epsilon[0]*rng.uniform()-epsilon[0];
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hasChanged = true;
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}
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}
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else
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{
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// sanity check ?
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if (_eo.size() != bounds.size())
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throw std::runtime_error("Invalid size of indi in eoUniformMutation");
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{
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// sanity check ?
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if (_eo.size() != bounds.size())
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throw std::runtime_error("Invalid size of indi in eoUniformMutation");
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for (unsigned lieu=0; lieu<_eo.size(); lieu++)
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if (rng.flip(p_change[lieu]))
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{
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// check the bounds
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double emin = _eo[lieu]-epsilon[lieu];
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double emax = _eo[lieu]+epsilon[lieu];
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if (bounds.isMinBounded(lieu))
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emin = std::max(bounds.minimum(lieu), emin);
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if (bounds.isMaxBounded(lieu))
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emax = std::min(bounds.maximum(lieu), emax);
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_eo[lieu] = emin + (emax-emin)*rng.uniform();
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hasChanged = true;
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}
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}
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for (unsigned lieu=0; lieu<_eo.size(); lieu++)
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if (rng.flip(p_change[lieu]))
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{
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// check the bounds
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double emin = _eo[lieu]-epsilon[lieu];
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double emax = _eo[lieu]+epsilon[lieu];
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if (bounds.isMinBounded(lieu))
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emin = std::max(bounds.minimum(lieu), emin);
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if (bounds.isMaxBounded(lieu))
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emax = std::min(bounds.maximum(lieu), emax);
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_eo[lieu] = emin + (emax-emin)*rng.uniform();
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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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bool homogeneous; // == no bounds passed in the ctor
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eoRealVectorBounds & bounds;
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std::vector<double> epsilon; // the ranges for mutation
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std::vector<double> p_change; // the proba that each variable is modified
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std::vector<double> epsilon; // the ranges for mutation
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std::vector<double> p_change; // the proba that each variable is modified
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};
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/** eoDetUniformMutation --> changes exactly k values of the std::vector
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@ -166,14 +166,14 @@ template<class EOT> class eoDetUniformMutation: public eoMonOp<EOT>
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* @param _no number of coordinate to modify
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*/
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eoDetUniformMutation(eoRealVectorBounds & _bounds,
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const double& _epsilon, const unsigned& _no = 1):
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const double& _epsilon, const unsigned& _no = 1):
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homogeneous(false), bounds(_bounds),
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epsilon(_bounds.size(), _epsilon), no(_no)
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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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epsilon[i] *= _epsilon*bounds.range(i);
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epsilon[i] *= _epsilon*bounds.range(i);
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}
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/**
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@ -183,14 +183,14 @@ template<class EOT> class eoDetUniformMutation: public eoMonOp<EOT>
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* @param _no number of coordinates to modify
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*/
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eoDetUniformMutation(eoRealVectorBounds & _bounds,
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const std::vector<double>& _epsilon,
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const unsigned& _no = 1):
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const std::vector<double>& _epsilon,
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const unsigned& _no = 1):
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homogeneous(false), bounds(_bounds), epsilon(_epsilon), no(_no)
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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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epsilon[i] *= _epsilon[i]*bounds.range(i);
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epsilon[i] *= _epsilon[i]*bounds.range(i);
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}
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/// The class name.
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@ -203,39 +203,39 @@ template<class EOT> class eoDetUniformMutation: public eoMonOp<EOT>
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bool operator()(EOT& _eo)
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{
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if (homogeneous)
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for (unsigned i=0; i<no; i++)
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{
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unsigned lieu = rng.random(_eo.size());
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// actually, we should test that we don't re-modify same variable!
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_eo[lieu] = 2*epsilon[0]*rng.uniform()-epsilon[0];
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}
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for (unsigned i=0; i<no; i++)
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{
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unsigned lieu = rng.random(_eo.size());
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// actually, we should test that we don't re-modify same variable!
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_eo[lieu] = 2*epsilon[0]*rng.uniform()-epsilon[0];
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}
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else
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{
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// sanity check ?
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if (_eo.size() != bounds.size())
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throw std::runtime_error("Invalid size of indi in eoDetUniformMutation");
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for (unsigned i=0; i<no; i++)
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{
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unsigned lieu = rng.random(_eo.size());
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// actually, we should test that we don't re-modify same variable!
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{
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// sanity check ?
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if (_eo.size() != bounds.size())
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throw std::runtime_error("Invalid size of indi in eoDetUniformMutation");
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for (unsigned i=0; i<no; i++)
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{
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unsigned lieu = rng.random(_eo.size());
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// actually, we should test that we don't re-modify same variable!
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// check the bounds
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double emin = _eo[lieu]-epsilon[lieu];
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double emax = _eo[lieu]+epsilon[lieu];
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if (bounds.isMinBounded(lieu))
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emin = std::max(bounds.minimum(lieu), emin);
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if (bounds.isMaxBounded(lieu))
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emax = std::min(bounds.maximum(lieu), emax);
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_eo[lieu] = emin + (emax-emin)*rng.uniform();
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}
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}
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// check the bounds
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double emin = _eo[lieu]-epsilon[lieu];
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double emax = _eo[lieu]+epsilon[lieu];
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if (bounds.isMinBounded(lieu))
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emin = std::max(bounds.minimum(lieu), emin);
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if (bounds.isMaxBounded(lieu))
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emax = std::min(bounds.maximum(lieu), emax);
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_eo[lieu] = emin + (emax-emin)*rng.uniform();
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}
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}
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return true;
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}
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private:
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bool homogeneous; // == no bounds passed in the ctor
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eoRealVectorBounds & bounds;
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std::vector<double> epsilon; // the ranges of mutation
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std::vector<double> epsilon; // the ranges of mutation
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unsigned no;
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};
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@ -274,7 +274,7 @@ template<class EOT> class eoSegmentCrossover: public eoQuadOp<EOT>
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* Must be positive
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*/
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eoSegmentCrossover(eoRealVectorBounds & _bounds,
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const double& _alpha = 0.0) :
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const double& _alpha = 0.0) :
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bounds(_bounds), alpha(_alpha), range(1+2*_alpha) {}
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/// The class name.
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@ -291,47 +291,47 @@ template<class EOT> class eoSegmentCrossover: public eoQuadOp<EOT>
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double r1, r2, fact;
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double alphaMin = -alpha;
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double alphaMax = 1+alpha;
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if (alpha == 0.0) // no check to perform
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fact = -alpha + rng.uniform(range); // in [-alpha,1+alpha)
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else // look for the bounds for fact
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{
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for (i=0; i<_eo1.size(); i++)
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{
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r1=_eo1[i];
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r2=_eo2[i];
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if (r1 != r2) { // otherwise you'll get NAN's
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double rmin = std::min(r1, r2);
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double rmax = std::max(r1, r2);
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double length = rmax - rmin;
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if (bounds.isMinBounded(i))
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{
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alphaMin = std::max(alphaMin, (bounds.minimum(i)-rmin)/length);
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alphaMax = std::min(alphaMax, (rmax-bounds.minimum(i))/length);
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}
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if (bounds.isMaxBounded(i))
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{
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alphaMax = std::min(alphaMax, (bounds.maximum(i)-rmin)/length);
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alphaMin = std::max(alphaMin, (rmax-bounds.maximum(i))/length);
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}
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}
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}
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fact = alphaMin + (alphaMax-alphaMin)*rng.uniform();
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}
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if (alpha == 0.0) // no check to perform
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fact = -alpha + rng.uniform(range); // in [-alpha,1+alpha)
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else // look for the bounds for fact
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{
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for (i=0; i<_eo1.size(); i++)
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{
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r1=_eo1[i];
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r2=_eo2[i];
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if (r1 != r2) { // otherwise you'll get NAN's
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double rmin = std::min(r1, r2);
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double rmax = std::max(r1, r2);
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double length = rmax - rmin;
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if (bounds.isMinBounded(i))
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{
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alphaMin = std::max(alphaMin, (bounds.minimum(i)-rmin)/length);
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alphaMax = std::min(alphaMax, (rmax-bounds.minimum(i))/length);
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}
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if (bounds.isMaxBounded(i))
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{
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alphaMax = std::min(alphaMax, (bounds.maximum(i)-rmin)/length);
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alphaMin = std::max(alphaMin, (rmax-bounds.maximum(i))/length);
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}
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}
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}
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fact = alphaMin + (alphaMax-alphaMin)*rng.uniform();
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}
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for (i=0; i<_eo1.size(); i++)
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{
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r1=_eo1[i];
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r2=_eo2[i];
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_eo1[i] = fact * r1 + (1-fact) * r2;
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_eo2[i] = (1-fact) * r1 + fact * r2;
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}
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return true; // shoudl test if fact was 0 or 1 :-)))
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{
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r1=_eo1[i];
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r2=_eo2[i];
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_eo1[i] = fact * r1 + (1-fact) * r2;
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_eo2[i] = (1-fact) * r1 + fact * r2;
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}
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return true; // shoudl test if fact was 0 or 1 :-)))
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}
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protected:
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eoRealVectorBounds & bounds;
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double alpha;
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double range; // == 1+2*alpha
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double range; // == 1+2*alpha
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};
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/** eoHypercubeCrossover --> uniform choice in hypercube
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@ -369,7 +369,7 @@ template<class EOT> class eoHypercubeCrossover: public eoQuadOp<EOT>
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* Must be positive
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*/
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eoHypercubeCrossover(eoRealVectorBounds & _bounds,
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const double& _alpha = 0.0):
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const double& _alpha = 0.0):
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bounds(_bounds), alpha(_alpha), range(1+2*_alpha)
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{
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if (_alpha < 0)
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@ -389,62 +389,62 @@ template<class EOT> class eoHypercubeCrossover: public eoQuadOp<EOT>
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bool hasChanged = false;
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unsigned i;
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double r1, r2, fact;
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if (alpha == 0.0) // no check to perform
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for (i=0; i<_eo1.size(); i++)
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{
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r1=_eo1[i];
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r2=_eo2[i];
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if (r1 != r2) { // otherwise do nothing
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fact = rng.uniform(range); // in [0,1)
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_eo1[i] = fact * r1 + (1-fact) * r2;
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_eo2[i] = (1-fact) * r1 + fact * r2;
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hasChanged = true; // forget (im)possible alpha=0
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}
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}
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else // check the bounds
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// do not try to get a bound on the linear factor, but rather
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// on the object variables themselves
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for (i=0; i<_eo1.size(); i++)
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{
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r1=_eo1[i];
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r2=_eo2[i];
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if (r1 != r2) { // otherwise do nothing
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double rmin = std::min(r1, r2);
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double rmax = std::max(r1, r2);
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if (alpha == 0.0) // no check to perform
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for (i=0; i<_eo1.size(); i++)
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{
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r1=_eo1[i];
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r2=_eo2[i];
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if (r1 != r2) { // otherwise do nothing
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fact = rng.uniform(range); // in [0,1)
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_eo1[i] = fact * r1 + (1-fact) * r2;
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_eo2[i] = (1-fact) * r1 + fact * r2;
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hasChanged = true; // forget (im)possible alpha=0
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}
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}
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else // check the bounds
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// do not try to get a bound on the linear factor, but rather
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// on the object variables themselves
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for (i=0; i<_eo1.size(); i++)
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{
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r1=_eo1[i];
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r2=_eo2[i];
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if (r1 != r2) { // otherwise do nothing
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double rmin = std::min(r1, r2);
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double rmax = std::max(r1, r2);
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// compute min and max for object variables
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double objMin = -alpha * rmax + (1+alpha) * rmin;
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double objMax = -alpha * rmin + (1+alpha) * rmax;
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// compute min and max for object variables
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double objMin = -alpha * rmax + (1+alpha) * rmin;
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double objMax = -alpha * rmin + (1+alpha) * rmax;
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// first find the limits on the alpha's
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if (bounds.isMinBounded(i))
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{
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objMin = std::max(objMin, bounds.minimum(i));
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}
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if (bounds.isMaxBounded(i))
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{
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objMax = std::min(objMax, bounds.maximum(i));
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}
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// then draw variables
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double median = (objMin+objMax)/2.0; // uniform within bounds
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// double median = (rmin+rmax)/2.0; // Bounce on bounds
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double valMin = objMin + (median-objMin)*rng.uniform();
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double valMax = median + (objMax-median)*rng.uniform();
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// don't always put large value in _eo1 - or what?
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if (rng.flip(0.5))
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{
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_eo1[i] = valMin;
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_eo2[i] = valMax;
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}
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else
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{
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_eo1[i] = valMax;
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_eo2[i] = valMin;
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}
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// seomthing has changed
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hasChanged = true; // forget (im)possible alpha=0
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}
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}
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// first find the limits on the alpha's
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if (bounds.isMinBounded(i))
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{
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objMin = std::max(objMin, bounds.minimum(i));
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}
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if (bounds.isMaxBounded(i))
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{
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objMax = std::min(objMax, bounds.maximum(i));
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}
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// then draw variables
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double median = (objMin+objMax)/2.0; // uniform within bounds
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// double median = (rmin+rmax)/2.0; // Bounce on bounds
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double valMin = objMin + (median-objMin)*rng.uniform();
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double valMax = median + (objMax-median)*rng.uniform();
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// don't always put large value in _eo1 - or what?
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if (rng.flip(0.5))
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{
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_eo1[i] = valMin;
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_eo2[i] = valMax;
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}
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else
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{
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_eo1[i] = valMax;
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_eo2[i] = valMin;
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}
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// seomthing has changed
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hasChanged = true; // forget (im)possible alpha=0
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}
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}
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return hasChanged;
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}
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@ -452,7 +452,7 @@ template<class EOT> class eoHypercubeCrossover: public eoQuadOp<EOT>
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protected:
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eoRealVectorBounds & bounds;
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double alpha;
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double range; // == 1+2*alphaMin
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double range; // == 1+2*alphaMin
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};
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@ -473,7 +473,7 @@ template<class EOT> class eoRealUXover: public eoQuadOp<EOT>
|
|||
eoRealUXover(const float& _preference = 0.5): preference(_preference)
|
||||
{
|
||||
if ( (_preference <= 0.0) || (_preference >= 1.0) )
|
||||
std::runtime_error("UxOver --> invalid preference");
|
||||
std::runtime_error("UxOver --> invalid preference");
|
||||
}
|
||||
|
||||
/// The class name.
|
||||
|
|
@ -488,19 +488,19 @@ template<class EOT> class eoRealUXover: public eoQuadOp<EOT>
|
|||
bool operator()(EOT& _eo1, EOT& _eo2)
|
||||
{
|
||||
if ( _eo1.size() != _eo2.size())
|
||||
std::runtime_error("UxOver --> chromosomes sizes don't match" );
|
||||
std::runtime_error("UxOver --> chromosomes sizes don't match" );
|
||||
bool changed = false;
|
||||
for (unsigned int i=0; i<_eo1.size(); i++)
|
||||
{
|
||||
if (rng.flip(preference))
|
||||
if (_eo1[i] != _eo2[i])
|
||||
{
|
||||
double tmp = _eo1[i];
|
||||
_eo1[i]=_eo2[i];
|
||||
_eo2[i] = tmp;
|
||||
changed = true;
|
||||
}
|
||||
}
|
||||
{
|
||||
if (rng.flip(preference))
|
||||
if (_eo1[i] != _eo2[i])
|
||||
{
|
||||
double tmp = _eo1[i];
|
||||
_eo1[i]=_eo2[i];
|
||||
_eo2[i] = tmp;
|
||||
changed = true;
|
||||
}
|
||||
}
|
||||
return changed;
|
||||
}
|
||||
private:
|
||||
|
|
|
|||
Reference in a new issue