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ParadisEO WebSite : http://paradiseo.gforge.inria.fr
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Contact: paradiseo-help@lists.gforge.inria.fr
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*/
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#ifndef _moTSexplorer_h
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#define _moTSexplorer_h
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#include <explorer/moNeighborhoodExplorer.h>
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#include <comparator/moNeighborComparator.h>
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#include <comparator/moSolNeighborComparator.h>
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#include <memory/moAspiration.h>
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#include <memory/moTabuList.h>
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#include <memory/moIntensification.h>
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#include <memory/moDiversification.h>
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#include <neighborhood/moNeighborhood.h>
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/**
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* Explorer for a Tabu Search
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*/
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template< class Neighbor >
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class moTSexplorer : public moNeighborhoodExplorer<Neighbor>
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{
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public:
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typedef typename Neighbor::EOT EOT ;
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typedef moNeighborhood<Neighbor> Neighborhood ;
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/**
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* Constructor
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* @param _neighborhood the neighborhood
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* @param _eval the evaluation function
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* @param _neighborComparator a neighbor comparator
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* @param _solNeighborComparator a comparator between a solution and a neighbor
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* @param _tabuList the tabu list
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* @param _intensification the intensification box
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* @param _diversification the diversification box
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* @param _aspiration the aspiration criteria
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*/
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moTSexplorer(Neighborhood& _neighborhood,
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moEval<Neighbor>& _eval,
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moNeighborComparator<Neighbor>& _neighborComparator,
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moSolNeighborComparator<Neighbor>& _solNeighborComparator,
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moTabuList<Neighbor> & _tabuList,
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moIntensification<Neighbor> & _intensification,
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moDiversification<Neighbor> & _diversification,
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moAspiration<Neighbor> & _aspiration
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) :
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moNeighborhoodExplorer<Neighbor>(_neighborhood, _eval), neighborComparator(_neighborComparator), solNeighborComparator(_solNeighborComparator),
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tabuList(_tabuList), intensification(_intensification), diversification(_diversification), aspiration(_aspiration)
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{
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isAccept = false;
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current=new Neighbor();
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best=new Neighbor();
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}
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/**
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* Destructor
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*/
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~moTSexplorer() {
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delete current;
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delete best;
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}
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/**
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* init tabu list, intensification box, diversification box and aspiration criteria
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* @param _solution
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*/
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virtual void initParam(EOT& _solution)
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{
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tabuList.init(_solution);
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intensification.init(_solution);
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diversification.init(_solution);
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aspiration.init(_solution);
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bestSoFar=_solution;
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};
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/**
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* update params of tabu list, intensification box, diversification box and aspiration criteria
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* @param _solution
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*/
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virtual void updateParam(EOT& _solution)
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{
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if ((*this).moveApplied()) {
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tabuList.add(_solution, *best);
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intensification.add(_solution, *best);
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diversification.add(_solution, *best);
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if (_solution.fitness() > bestSoFar.fitness())
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bestSoFar = _solution;
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}
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tabuList.update(_solution, *best);
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intensification.update(_solution, *best);
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diversification.update(_solution, *best);
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aspiration.update(_solution, *best);
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};
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/**
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* terminate : _solution becomes the best so far
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*/
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virtual void terminate(EOT & _solution) {
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_solution= bestSoFar;
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};
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/**
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* Explore the neighborhood of a solution
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* @param _solution
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*/
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virtual void operator()(EOT & _solution)
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{
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bool found=false;
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intensification(_solution);
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diversification(_solution);
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if (neighborhood.hasNeighbor(_solution))
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{
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//init the current neighbor
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neighborhood.init(_solution, *current);
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//eval the current neighbor
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eval(_solution, *current);
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//Find the first non-tabu element
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if ( (!tabuList.check(_solution, *current)) || aspiration(_solution, *current) ) {
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// set best
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(*best)= (*current);
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found=true;
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}
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while (neighborhood.cont(_solution) && !found) {
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//next neighbor
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neighborhood.next(_solution, (*current));
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//eval
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eval(_solution, (*current));
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if ( (!tabuList.check(_solution, *current)) || aspiration(_solution, *current) ) {
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// set best
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(*best)=(*current);
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found=true;
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}
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}
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//Explore the neighborhood
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if (found) {
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isAccept=true;
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while (neighborhood.cont(_solution)) {
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//next neighbor
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neighborhood.next(_solution, (*current));
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//eval
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eval(_solution, (*current));
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//check if the current is better than the best and is not tabu or if it is aspirat (by the aspiration criteria of course)
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if ( (!tabuList.check(_solution, *current) || aspiration(_solution, (*current))) && neighborComparator((*best),(*current))) {
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// set best
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(*best)=(*current);
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}
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}
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}
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else {
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isAccept=false;
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}
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}
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else {
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isAccept=false;
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}
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};
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/**
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* always continue
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* @param _solution the solution
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* @return true
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*/
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virtual bool isContinue(EOT & _solution) {
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return true;
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};
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/**
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* move the solution with the best neighbor
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* @param _solution the solution to move
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*/
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virtual void move(EOT & _solution) {
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//move the solution
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best->move(_solution);
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//update its fitness
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_solution.fitness(best->fitness());
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};
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/**
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* accept test if an ameliorated neighbor was found
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* @param _solution the solution
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* @return true if the best neighbor ameliorate the fitness
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*/
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virtual bool accept(EOT & _solution) {
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return isAccept;
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};
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/**
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* Give the current best found so far
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* @return the best solution so far
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*/
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const EOT& getBest() {
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return bestSoFar;
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};
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protected:
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using moNeighborhoodExplorer<Neighbor>::neighborhood;
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using moNeighborhoodExplorer<Neighbor>::eval;
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// comparator between solution and neighbor or between neighbors
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moNeighborComparator<Neighbor>& neighborComparator;
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moSolNeighborComparator<Neighbor>& solNeighborComparator;
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// Tabu components
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moTabuList<Neighbor> & tabuList;
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moIntensification<Neighbor> & intensification;
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moDiversification<Neighbor> & diversification;
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moAspiration<Neighbor> & aspiration;
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//Current and best neighbor
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Neighbor* best;
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Neighbor* current;
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//Best so far Solution
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EOT bestSoFar;
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// true if the move is accepted
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bool isAccept ;
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};
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#endif
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