new replacer
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3 changed files with 70 additions and 16 deletions
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@ -43,7 +43,7 @@
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#include <eoLottery.h>
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#include <eoInsertion.h>
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#include <eoInclusion.h>
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//-----------------------------------------------------------------------------
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49
eo/src/eoInclusion.h
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49
eo/src/eoInclusion.h
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@ -0,0 +1,49 @@
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//-----------------------------------------------------------------------------
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// eoInclusion.h
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//-----------------------------------------------------------------------------
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#ifndef eoInclusion_h
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#define eoInclusion_h
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//-----------------------------------------------------------------------------
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#include <eo>
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/******************************************************************************
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* eoInclusion: A replacement algorithm.
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* Creates a new population by selecting the best individuals from the
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* breeders and original populations
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*****************************************************************************/
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template<class Chrom> class eoInclusion: public eoMerge<Chrom>
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{
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public:
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/// (Default) Constructor.
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eoInclusion(const float& _rate = 1.0): eoMerge(_rate) {}
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/**
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* Creates a new population based on breeders and original populations.
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* @param breeders The population of breeders.
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* @param pop The original population.
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*/
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void operator()(const eoPop<Chrom>& breeders, eoPop<Chrom>& pop)
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{
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eoPop<Chrom> all, tmp = breeders;
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sort(tmp.begin(), tmp.end());
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sort(pop.begin(), pop.end());
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merge(tmp.begin(), tmp.end(),
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pop.begin(), pop.end(),
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back_insert_iterator<eoPop<Chrom> >(all));
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all.erase(all.begin(),
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all.begin() + (unsigned)(all.size() - pop.size() * rate()));
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pop.swap(all);
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}
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};
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//-----------------------------------------------------------------------------
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#endif eoInclusion_h
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@ -11,10 +11,8 @@
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/******************************************************************************
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* eoInsertion: A replacement algorithm.
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* Takes two populations: breeders and original populations. At the en of the
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* process, the original population has chenge in the followin way:
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* (1) the worst individuals haa been erased
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* (2) the best individuals from the breeders has been added
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* Creates a new population with all the breeders and the best individuals
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* from the original population.
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*****************************************************************************/
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template<class Chrom> class eoInsertion: public eoMerge<Chrom>
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@ -24,26 +22,33 @@ template<class Chrom> class eoInsertion: public eoMerge<Chrom>
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eoInsertion(const float& _rate = 1.0): eoMerge(_rate) {}
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/**
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* Creates a new population based on breeders and original population
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* Creates a new population based on breeders and original populations.
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* @param breeders The population of breeders.
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* @param pop The original population.
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*/
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void operator()(const eoPop<Chrom>& breeders, eoPop<Chrom>& pop)
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{
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sort(pop.begin(), pop.end());
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int new_size = static_cast<int>(pop.size() * rate());
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cout << "new_size = " << new_size << endl;
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if (rated() > 1)
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pop.erase(pop.end() +
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(int)(pop.size() * (rate() - 1) - breeders.size()),
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pop.end());
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if (new_size == breeders.size())
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{
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pop = breeders;
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}
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else if (new_size < breeders.size())
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{
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pop = breeders;
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sort(pop.begin(), pop.end());
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pop.erase(pop.begin(), pop.begin() - new_size + pop.size());
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}
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else
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{
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cout << "eoInsertion no funciona con rate < 1"
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exit(1);
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sort(pop.begin(), pop.end());
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pop.erase(pop.begin(),
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pop.begin() + breeders.size() + pop.size() - new_size);
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copy(breeders.begin(), breeders.end(),
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back_insert_iterator<eoPop<Chrom> >(pop));
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}
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copy(breeders.begin(), breeders.end(),
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back_insert_iterator<eoPop<Chrom> >(pop));
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}
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};
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