Clean test.
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6 changed files with 131 additions and 92 deletions
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@ -78,6 +78,8 @@ public:
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* @return true if stopped
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*/
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virtual bool isStopped(void) const = 0;
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virtual void receive(void) = 0;
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protected:
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std::mutex m;
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@ -121,6 +121,11 @@ public:
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*/
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virtual bool isStopped(void) const;
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/**
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* Check if there is population to receive
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*/
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virtual void receive(void);
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protected:
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/**
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@ -129,11 +134,6 @@ protected:
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*/
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virtual void send(eoSelect<EOT>& _select);
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/**
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* Check if there is population to receive
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*/
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virtual void receive(void);
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eoEvalFunc<EOT>& eval;
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eoPop<EOT>& pop;
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EOAlgo<EOT> algo;
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@ -48,18 +48,12 @@ void paradiseo::smp::IslandModel<EOT>::operator()()
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{
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running = true;
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// INIT PART
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// Create topology, table and initialize islands
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initModel();
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std::vector<std::thread> threads(islands.size());
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// Preparing islands
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for(auto& it : islands)
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it.second = true; // Indicate islands are running
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// Construct topology according to the number of islands
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topo.construct(islands.size());
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// Create table
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table = createTable();
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// Launching threads
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unsigned i = 0;
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for(auto it : islands)
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@ -68,14 +62,15 @@ void paradiseo::smp::IslandModel<EOT>::operator()()
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i++;
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}
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//
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// Lambda function in order to know the number of working islands
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std::function<int()> workingIslands = [this]() -> int
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{
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return (int)std::count_if(std::begin(islands), std::end(islands),
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[](std::pair<AIsland<EOT>*, bool>& i) -> bool
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{ return i.second; } );
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};
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// SCHEDULING PART
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while(workingIslands() > 0)
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{
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// Count working islands
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@ -93,13 +88,32 @@ void paradiseo::smp::IslandModel<EOT>::operator()()
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std::this_thread::sleep_for(std::chrono::nanoseconds(10));
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}
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// ENDING PART
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// Wait the end of algorithms
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for(auto& thread : threads)
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thread.join();
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// Send last population
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while(!listEmigrants.empty())
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send();
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// Wait the end of messages sending
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for(auto& message : sentMessages)
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message.join();
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// Force last integration
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i = 0;
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for(auto it : islands)
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{
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threads[i] = std::thread(&AIsland<EOT>::receive, it.first);
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i++;
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}
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// Wait the end of the last integration
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for(auto& thread : threads)
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thread.join();
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running = false;
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}
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@ -120,6 +134,7 @@ void paradiseo::smp::IslandModel<EOT>::setTopology(AbstractTopology& _topo)
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// If we change when the algorithm is running, we need to recontruct the topo
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if(running)
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{
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std::cout << "Changing topology" << std::endl;
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topo.construct(islands.size());
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// If we change the topology during the algorithm, we need to isolate stopped islands
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for(auto it : islands)
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@ -132,7 +147,7 @@ template<class EOT>
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void paradiseo::smp::IslandModel<EOT>::send(void)
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{
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std::lock_guard<std::mutex> lock(m);
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while (!listEmigrants.empty())
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if (!listEmigrants.empty())
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{
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//std::cout << "Mediator envoie ! " << listEmigrants.size() << std::endl;
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// Get the neighbors
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@ -148,6 +163,26 @@ void paradiseo::smp::IslandModel<EOT>::send(void)
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}
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}
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template<class EOT>
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bool paradiseo::smp::IslandModel<EOT>::isRunning() const
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{
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return (bool)running;
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}
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template<class EOT>
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void paradiseo::smp::IslandModel<EOT>::initModel(void)
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{
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// Preparing islands
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for(auto& it : islands)
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it.second = true; // Indicate islands are active
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// Construct topology according to the number of islands
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topo.construct(islands.size());
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// Create table
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table = createTable();
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}
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template<class EOT>
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Bimap<unsigned, AIsland<EOT>*> paradiseo::smp::IslandModel<EOT>::createTable()
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{
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@ -161,9 +196,3 @@ Bimap<unsigned, AIsland<EOT>*> paradiseo::smp::IslandModel<EOT>::createTable()
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return table;
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}
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template<class EOT>
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bool paradiseo::smp::IslandModel<EOT>::isRunning() const
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{
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return (bool)running;
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}
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@ -91,6 +91,11 @@ protected:
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*/
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void send(void);
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/**
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* Initialize islands, topology and table before starting the model
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*/
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void initModel(void);
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Bimap<unsigned, AIsland<EOT>*> createTable();
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std::queue<std::pair<eoPop<EOT>,AIsland<EOT>*>> listEmigrants;
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@ -1,3 +1,5 @@
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// TODO : Un vrai test, propre, qui veut dire quelque chose :)
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#include <smp>
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#include <eo>
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#include <ga.h>
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@ -8,107 +8,108 @@ using namespace std;
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int main(void)
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{
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// Defining parameters
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typedef struct {
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unsigned popSize = 10;
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unsigned popSize = 1000;
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unsigned tSize = 2;
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double pCross = 0.8;
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double pMut = 0.7;
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unsigned maxGen = 10;
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unsigned maxGen = 1000;
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} Param;
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Param param;
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// Fixing the seed
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rng.reseed(42);
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// Load instance
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loadInstances("t-data.dat", n, bkv, a, b);
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// Evaluation function
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//Common part to all islands
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IndiEvalFunc plainEval;
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// Init a solution
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IndiInit chromInit;
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// Define selection
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eoDetTournamentSelect<Indi> selectOne(param.tSize);
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eoSelectPerc<Indi> select(selectOne);// by default rate==1
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// Define operators for crossover and mutation
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IndiXover Xover; // CROSSOVER
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IndiSwapMutation mutationSwap; // MUTATION
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// Encapsule in a tranform operator
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eoSGATransform<Indi> transform(Xover, param.pCross, mutationSwap, param.pMut);
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// Define replace operator
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eoPlusReplacement<Indi> replace;
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eoGenContinue<Indi> genCont(param.maxGen+100); // generation continuation
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eoGenContinue<Indi> genCont_2(param.maxGen); // generation continuation
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eoGenContinue<Indi> genCont_3(param.maxGen); // generation continuation
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// Define population
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// ISLAND 1
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// // Algorithm part
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eoGenContinue<Indi> genCont(param.maxGen+100);
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eoPop<Indi> pop(param.popSize, chromInit);
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// // Emigration policy
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// // // Element 1
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eoPeriodicContinue<Indi> criteria(5);
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eoDetTournamentSelect<Indi> selectOne1(20);
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eoSelectNumber<Indi> who(selectOne1, 3);
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MigPolicy<Indi> migPolicy;
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migPolicy.push_back(PolicyElement<Indi>(who, criteria));
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// // Integration policy
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eoPlusReplacement<Indi> intPolicy;
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Island<eoEasyEA,Indi> test(pop, intPolicy, migPolicy, genCont, plainEval, select, transform, replace);
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// ISLAND 1
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// // Algorithm part
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eoGenContinue<Indi> genCont_2(param.maxGen); // generation continuation
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eoPop<Indi> pop2(30, chromInit);
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// // Emigration policy
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// // // Element 1
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eoPeriodicContinue<Indi> criteria_2(5);
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eoDetTournamentSelect<Indi> selectOne_2(25);
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eoSelectNumber<Indi> who_2(selectOne_2, 5);
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MigPolicy<Indi> migPolicy_2;
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migPolicy_2.push_back(PolicyElement<Indi>(who_2, criteria_2));
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// // Integration policy
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eoPlusReplacement<Indi> intPolicy_2;
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Island<eoEasyEA,Indi> test2(pop2, intPolicy_2, migPolicy_2, genCont_2, plainEval, select, transform, replace);
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// Island 3
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// // Algorithm part
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eoGenContinue<Indi> genCont_3(param.maxGen);
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eoPop<Indi> pop3(30, chromInit);
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// // Emigration policy
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// // // Element 1
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eoPeriodicContinue<Indi> criteria_3(10);
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eoDetTournamentSelect<Indi> selectOne_3(15);
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eoSelectNumber<Indi> who_3(selectOne_3, 1);
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MigPolicy<Indi> migPolicy_3;
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migPolicy.push_back(PolicyElement<Indi>(who_3, criteria_3));
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// // Integration policy
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eoPlusReplacement<Indi> intPolicy_3;
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Island<eoEasyEA,Indi> test3(pop3, intPolicy_3, migPolicy_3, genCont_3, plainEval, select, transform, replace);
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try
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{
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// Island 1
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// // Emigration policy
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// // // Element 1
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eoPeriodicContinue<Indi> criteria(5);
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eoDetTournamentSelect<Indi> selectOne(20);
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eoSelectNumber<Indi> who(selectOne, 3);
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MigPolicy<Indi> migPolicy;
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migPolicy.push_back(PolicyElement<Indi>(who, criteria));
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// // Integration policy
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eoPlusReplacement<Indi> intPolicy;
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eoPop<Indi> pop(param.popSize, chromInit);
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Island<eoEasyEA,Indi> test(pop, intPolicy, migPolicy, genCont, plainEval, select, transform, replace);
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// Island 2
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// // Emigration policy
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// // // Element 1
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eoPeriodicContinue<Indi> criteria_2(5);
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eoDetTournamentSelect<Indi> selectOne_2(25);
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eoSelectNumber<Indi> who_2(selectOne_2, 5);
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MigPolicy<Indi> migPolicy_2;
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migPolicy_2.push_back(PolicyElement<Indi>(who_2, criteria_2));
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// // Integration policy
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eoPlusReplacement<Indi> intPolicy_2;
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eoPop<Indi> pop2(30, chromInit);
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Island<eoEasyEA,Indi> test2(pop2, intPolicy_2, migPolicy_2, genCont_2, plainEval, select, transform, replace);
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// Island 3
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// // Emigration policy
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// // // Element 1
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eoPeriodicContinue<Indi> criteria_3(10);
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eoDetTournamentSelect<Indi> selectOne_3(15);
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eoSelectNumber<Indi> who_3(selectOne_3, 1);
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MigPolicy<Indi> migPolicy_3;
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migPolicy.push_back(PolicyElement<Indi>(who_3, criteria_3));
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// // Integration policy
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eoPlusReplacement<Indi> intPolicy_3;
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eoPop<Indi> pop3(30, chromInit);
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Island<eoEasyEA,Indi> test3(pop3, intPolicy_3, migPolicy_3, genCont_3, plainEval, select, transform, replace);
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// Topology
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// Topologies
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Topology<Complete> topo;
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Topology<Ring> topo2;
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IslandModel<Indi> model(topo);
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model.add(test);
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model.add(test2);
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model.add(test3);
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model();
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std::thread t = std::thread(&IslandModel<Indi>::operator(), &model);
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// Change topology after 1s of computation
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std::chrono::milliseconds dura(1000);
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std::this_thread::sleep_for( dura );
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model.setTopology(topo2);
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t.join();
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cout << test.getPop() << endl;
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cout << test2.getPop() << endl;
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