Initial commit
This commit is contained in:
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# Prerequisites
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*.d
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# Compiled Object files
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*.slo
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*.lo
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*.o
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*.obj
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# Precompiled Headers
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*.gch
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*.pch
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# Compiled Dynamic libraries
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*.so
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*.dylib
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*.dll
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# Fortran module files
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*.mod
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*.smod
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# Compiled Static libraries
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*.lai
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*.la
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*.a
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*.lib
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# Executables
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*.exe
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*.out
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*.app
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Executable
+70
@@ -0,0 +1,70 @@
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#include "ArrayGraph.h"
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#include <iostream>
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ArrayGraph::ArrayGraph(unsigned vertexNumber)
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{
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//ctor
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this->vertexNumber = vertexNumber;
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graphMatrix = new unsigned*[vertexNumber];
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graphArray = new unsigned[vertexNumber*vertexNumber];
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// W ten sposob cala tablica bedzie w pamieci w jednej czesci
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// (mniej chybien w odwolaniach procesora do cache)
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for(int i = 0; i < vertexNumber; i++)
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{
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graphMatrix[i] = graphArray + i * vertexNumber;
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for(int j = 0; j < vertexNumber; j++)
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graphMatrix[i][j] = 0;
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}
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}
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ArrayGraph::~ArrayGraph()
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{
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//dtor
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delete graphArray;
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delete graphMatrix;
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}
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bool ArrayGraph::addEdge(unsigned v, unsigned w, unsigned weight)
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{
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if(weight >= 1000)
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// Waga krawedzi musi byc mniejsza od 1000
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weight = 900;
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if(graphMatrix[v][w] > 0)
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return false;
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else
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{
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graphMatrix[v][w] = weight;
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return true;
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}
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}
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bool ArrayGraph::removeEdge(unsigned v, unsigned w)
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{
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if(graphMatrix[v][w] == 0)
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return false;
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else
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{
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graphMatrix[v][w] = 0;
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return true;
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}
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}
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unsigned ArrayGraph::getWeight(unsigned v, unsigned w)
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{
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return graphMatrix[v][w];
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}
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void ArrayGraph::displayGraph()
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{
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for(int i = 0; i < vertexNumber; i++)
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{
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for(int j = 0; j < vertexNumber; j++)
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{
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std::cout << graphMatrix[i][j] << '\t';
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}
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std::cout << std::endl;
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}
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}
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Executable
+24
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#ifndef ARRAYGRAPH_H
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#define ARRAYGRAPH_H
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#include "Graph.h"
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class ArrayGraph : public Graph
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{
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public:
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ArrayGraph(unsigned vertexNumber);
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virtual ~ArrayGraph();
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bool addEdge(unsigned v, unsigned w, unsigned weight);
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bool removeEdge(unsigned v, unsigned w);
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unsigned getWeight(unsigned v, unsigned w);
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void displayGraph();
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protected:
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private:
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unsigned **graphMatrix;
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unsigned *graphArray;
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};
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#endif // ARRAYGRAPH_H
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#include "Graph.h"
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#include "Stopwatch.h"
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#include <algorithm>
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#include <chrono>
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#include <queue>
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#include <random>
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#include <thread>
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#include <iostream>
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Graph::Graph()
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{
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//ctor
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}
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Graph::~Graph()
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{
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//dtor
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}
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unsigned Graph::getVertexNumber()
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{
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return vertexNumber;
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}
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void Graph::randomGenerateFullGraph(Graph &graph, unsigned maxWeight)
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{
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std::random_device randomSrc;
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std::default_random_engine randomGen(randomSrc());
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std::uniform_int_distribution<> weightDist(1, maxWeight);
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for(int i = 0; i < graph.vertexNumber; i++)
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{
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for(int j = 0; j < graph.vertexNumber; j++)
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{
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if(i != j)
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{
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// Bez warunku na krawedzie juz wygenerowane...
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// ...z tym radzi sobie juz metoda addEdge
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int randomWeight = weightDist(randomGen);
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graph.addEdge(i, j, randomWeight);
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}
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}
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}
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}
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std::vector<unsigned> Graph::travellingSalesmanBruteForce(Graph &graph)
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{
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// ALGORYTM przegladu zupelnego
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// Implementacja: Jan Potocki 2017
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// (refactoring 2019)
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std::vector<unsigned> vertexArray;
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// Generowanie "spisu" wierzcholkow
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// (od razu w odpowiedniej kolejnosci dla next_permutation)
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for(int i = 1; i < graph.vertexNumber; i++)
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vertexArray.push_back(i);
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std::vector<unsigned> minCombination;
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int minRoute = -1;
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// Petla przegladajaca kolejne permutacje
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do
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{
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std::vector<unsigned> combination;
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// Dodanie wierzcholka startowego i pierwszego na trasie
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combination.push_back(0);
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combination.push_back(vertexArray.front());
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// W petli reszta wiercholkow
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for(int i = 1; i < vertexArray.size(); i++)
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combination.push_back(vertexArray.at(i));
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// Powrot do wierzcholka startowego
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combination.push_back(0);
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// PEA 2
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// Jan Potocki 2017
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int route = 0;
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for(int i = 1; i < combination.size(); i++)
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route += graph.getWeight(combination.at(i - 1), combination.at(i));
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if(minRoute == -1 || route < minRoute)
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{
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minRoute = route;
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minCombination = combination;
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}
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}
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while(next_permutation(vertexArray.begin(), vertexArray.end()));
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return minCombination;
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}
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std::vector<unsigned> Graph::travellingSalesmanBranchAndBound(Graph &graph)
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{
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// ALGORYTM pracujacy w oparciu o kolejke priorytetowa i niejawnie utworzone drzewo
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// Zrodlo: www.ii.uni.wroc.pl/~prz/2011lato/ah/opracowania/met_podz_ogr.opr.pdf
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// Autor: Mateusz Lyczek 2011
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// Implementacja: Jan Potocki 2017
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std::priority_queue<std::vector<unsigned>, std::vector< std::vector<unsigned> >, RouteComparison> routeQueue;
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std::vector<unsigned> optimalRoute; // Tu bedziemy zapisywac optymalne (w danej chwili) rozwiazanie
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int optimalRouteLength = -1; // -1 - bedziemy odtad uznawac, ze to jest nieskonczonosc ;-)
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// UMOWA
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// Pierwszy element wektora to dlugosc trasy (trzeba ustawic "z palca"!)
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// Kolejne to wierzcholki na trasie
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std::vector<unsigned> currentRoute; // Niejawne tworzenie drzewa, tu bedzie korzen
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currentRoute.push_back(0); // Poczatkowe oszacowanie nie ma znaczenia
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currentRoute.push_back(0); // Wierzcholek startowy (korzen drzewa rozwiazan)
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routeQueue.push(currentRoute); // Dodanie do kolejki korzenia
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while(!routeQueue.empty())
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{
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// Przypisanie korzenia do dalszej roboty
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currentRoute = routeQueue.top();
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routeQueue.pop();
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// Sprawdzenie, czy rozwiazanie jest warte rozwijania, czy odrzucic
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if(optimalRouteLength == -1 || currentRoute.at(0) < optimalRouteLength)
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{
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for(int i = 0; i < graph.vertexNumber; i++)
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{
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// Petla wykonywana dla kazdego potomka rozpatrywanego wlasnie rozwiazania w drzewie
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// Ustalenie, czy dany wierzcholek mozna jeszcze wykorzystac, czy juz zostal uzyty
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bool vertexUsed = false;
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for(int j = 1; j < currentRoute.size(); j++)
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{
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if(currentRoute.at(j) == i)
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{
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vertexUsed = true;
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break;
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}
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}
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if(vertexUsed)
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continue;
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// Niejawne utworzenie nowego wezla reprezuntujacego rozpatrywane rozwiazanie...
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std::vector<unsigned> nextRoute = currentRoute;
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//unsigned nextLength = graph.getWeight(nextRoute.back(), i);
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nextRoute.push_back(i);
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// Dalej bedziemy postepowac roznie...
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if(nextRoute.size() > graph.vertexNumber)
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{
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// Doszlismy wlasnie do liscia
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// Dodajemy droge powrotna, nie musimy nic szacowac
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// (wszystko juz wiemy)
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nextRoute.push_back(0);
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nextRoute.at(0) = 0;
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for(int j = 1; j < nextRoute.size() - 1; j++)
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{
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// Liczymy dystans od poczatku do konca
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nextRoute.at(0) += graph.getWeight(nextRoute.at(j), nextRoute.at(j+ 1));
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}
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if(optimalRouteLength == -1 || nextRoute.at(0) < optimalRouteLength)
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{
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optimalRouteLength = nextRoute.at(0);
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nextRoute.erase(nextRoute.begin());
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optimalRoute = nextRoute;
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}
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}
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else
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{
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// Liczenie tego, co juz wiemy, od nowa...
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// (dystans od poczatku)
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nextRoute.at(0) = 0;
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for(int j = 1; j < nextRoute.size() - 1; j++)
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{
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nextRoute.at(0) += graph.getWeight(nextRoute.at(j), nextRoute.at(j + 1));
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}
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// Reszte szacujemy...
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// Pomijamy od razu wierzcholek startowy
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for(int j = 1; j < graph.vertexNumber; j++)
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{
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// Odrzucenie wierzcholkow juz umieszczonych na trasie
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bool vertexUsed = false;
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for(int k = 1; k < currentRoute.size(); k++)
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{
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if(j == currentRoute.at(k))
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{
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vertexUsed = true;
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break;
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}
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|
}
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|
if(vertexUsed)
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|
continue;
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|
|
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int minEdge = -1;
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for(int k = 0; k < graph.vertexNumber; k++)
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{
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// Odrzucenie krawedzi do wierzcholka 0 przy ostatnim wierzcholku w czesciowym rozwiazaniu
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// Wyjatkiem jest ostatnia mozliwa krawedz
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|
if(j == i && k == 0)
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continue;
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|
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// Odrzucenie krawedzi do wierzcholka umieszczonego juz na rozwazanej trasie
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|
bool vertexUsed = false;
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for(int l = 2; l < nextRoute.size(); l++)
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|
{
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if(k == nextRoute.at(l))
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|
{
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vertexUsed = true;
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|
break;
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|
}
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|
}
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|
if(vertexUsed)
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continue;
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|
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// Odrzucenie samego siebie
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|
if(k == j)
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|
continue;
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|
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// Znalezienie najkrotszej mozliwej jeszcze do uzycia krawedzi
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unsigned consideredLength = graph.getWeight(j, k);
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|
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if(minEdge == -1)
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minEdge = consideredLength;
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else if(minEdge > consideredLength)
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minEdge = consideredLength;
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|
}
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nextRoute.at(0) += minEdge;
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}
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|
|
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// ...i teraz zastanawiamy sie co dalej
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if(optimalRouteLength == -1 || nextRoute.at(0) < optimalRouteLength)
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{
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routeQueue.push(nextRoute);
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|
}
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|
}
|
||||||
|
}
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|
}
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|
else
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|
{
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// Jezeli jedno rozwiazanie odrzucilismy, to wszystkie inne tez mozemy
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// (kolejka priorytetowa, inne nie moga byc lepsze)
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|
break;
|
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|
}
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|
}
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|
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return optimalRoute;
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}
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|
||||||
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std::vector<unsigned> Graph::travellingSalesmanGreedy(Graph &graph, unsigned startVertex)
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||||||
|
{
|
||||||
|
// ALGORYTM zachlanny z wierzcholkiem startowym przekazanym w parametrze
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|
// Implementacja: Jan Potocki 2017
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|
std::vector<unsigned> route;
|
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|
|
||||||
|
// std::random_device randomSrc;
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|
// std::default_random_engine randomGen(randomSrc());
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||||||
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// std::uniform_int_distribution<> vertexDist(0, graph.vertexNumber - 1);
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|
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// Losowanie wierzcholka startowego
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|
//route.push_back(vertexDist(randomGen));
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route.push_back(startVertex);
|
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|
|
||||||
|
for(int i = 0; i < graph.vertexNumber - 1; i++)
|
||||||
|
{
|
||||||
|
int minEdge = -1;
|
||||||
|
unsigned nextVertex;
|
||||||
|
for(int j = 0; j < graph.vertexNumber; j++)
|
||||||
|
{
|
||||||
|
// Odrzucenie samego siebie lub wierzcholka startowego
|
||||||
|
// (zeby bylo szybciej)
|
||||||
|
if(route.back() == j || route.front() == j)
|
||||||
|
continue;
|
||||||
|
|
||||||
|
// Odrzucenie krawedzi do wierzcholka umieszczonego juz na trasie
|
||||||
|
bool vertexUsed = false;
|
||||||
|
for(int k = 0; k < route.size(); k++)
|
||||||
|
{
|
||||||
|
if(j == route.at(k))
|
||||||
|
{
|
||||||
|
vertexUsed = true;
|
||||||
|
break;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
if(vertexUsed)
|
||||||
|
continue;
|
||||||
|
|
||||||
|
// Znalezienie najkrotszej mozliwej jeszcze do uzycia krawedzi
|
||||||
|
unsigned consideredLength = graph.getWeight(route.back(), j);
|
||||||
|
|
||||||
|
if(minEdge == -1)
|
||||||
|
{
|
||||||
|
minEdge = consideredLength;
|
||||||
|
nextVertex = j;
|
||||||
|
}
|
||||||
|
else if(minEdge > consideredLength)
|
||||||
|
{
|
||||||
|
minEdge = consideredLength;
|
||||||
|
nextVertex = j;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
route.push_back(nextVertex);
|
||||||
|
}
|
||||||
|
|
||||||
|
route.push_back(startVertex);
|
||||||
|
return route;
|
||||||
|
}
|
||||||
|
|
||||||
|
std::vector<unsigned> Graph::travellingSalesmanHybrid(Graph &graph)
|
||||||
|
{
|
||||||
|
// ALGORYTM hybrydowy losowo-zachlanny
|
||||||
|
// Losowa czesc wierzcholkow jest losowana, reszta zachlannie
|
||||||
|
// Implementacja: Jan Potocki 2019
|
||||||
|
std::vector<unsigned> route;
|
||||||
|
|
||||||
|
std::random_device randomSrc;
|
||||||
|
std::default_random_engine randomGen(randomSrc());
|
||||||
|
std::uniform_int_distribution<> vertexNumberDist(1, graph.vertexNumber);
|
||||||
|
std::uniform_int_distribution<> vertexDist(0, graph.vertexNumber - 1);
|
||||||
|
|
||||||
|
// Liczba losowanych wierzcholkow
|
||||||
|
unsigned randomVertexNumber = vertexNumberDist(randomGen);
|
||||||
|
|
||||||
|
// Czesc losowa
|
||||||
|
for(int i = 0; i < randomVertexNumber; i++)
|
||||||
|
{
|
||||||
|
unsigned randomVertex;
|
||||||
|
bool vertexUsed;
|
||||||
|
|
||||||
|
do
|
||||||
|
{
|
||||||
|
randomVertex = vertexDist(randomGen);
|
||||||
|
vertexUsed = false;
|
||||||
|
|
||||||
|
for(int j = 0; j < route.size(); j++)
|
||||||
|
{
|
||||||
|
if(route.at(j) == randomVertex)
|
||||||
|
{
|
||||||
|
vertexUsed = true;
|
||||||
|
break;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
} while(vertexUsed == true);
|
||||||
|
|
||||||
|
route.push_back(randomVertex);
|
||||||
|
}
|
||||||
|
|
||||||
|
// Czesc zachlanna
|
||||||
|
for(int i = 0; i < graph.vertexNumber - randomVertexNumber; i++)
|
||||||
|
{
|
||||||
|
int minEdge = -1;
|
||||||
|
unsigned nextVertex;
|
||||||
|
for(int j = 0; j < graph.vertexNumber; j++)
|
||||||
|
{
|
||||||
|
// Odrzucenie samego siebie lub wierzcholka startowego
|
||||||
|
// (zeby bylo szybciej)
|
||||||
|
if(route.back() == j || route.front() == j)
|
||||||
|
continue;
|
||||||
|
|
||||||
|
// Odrzucenie krawedzi do wierzcholka umieszczonego juz na trasie
|
||||||
|
bool vertexUsed = false;
|
||||||
|
for(int k = 0; k < route.size(); k++)
|
||||||
|
{
|
||||||
|
if(j == route.at(k))
|
||||||
|
{
|
||||||
|
vertexUsed = true;
|
||||||
|
break;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
if(vertexUsed)
|
||||||
|
continue;
|
||||||
|
|
||||||
|
// Znalezienie najkrotszej mozliwej jeszcze do uzycia krawedzi
|
||||||
|
unsigned consideredLength = graph.getWeight(route.back(), j);
|
||||||
|
|
||||||
|
if(minEdge == -1)
|
||||||
|
{
|
||||||
|
minEdge = consideredLength;
|
||||||
|
nextVertex = j;
|
||||||
|
}
|
||||||
|
else if(minEdge > consideredLength)
|
||||||
|
{
|
||||||
|
minEdge = consideredLength;
|
||||||
|
nextVertex = j;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
route.push_back(nextVertex);
|
||||||
|
}
|
||||||
|
|
||||||
|
route.push_back(route.front());
|
||||||
|
return route;
|
||||||
|
}
|
||||||
|
|
||||||
|
std::vector<unsigned> Graph::travellingSalesmanRandom(Graph &graph)
|
||||||
|
{
|
||||||
|
// ALGORYTM losowy
|
||||||
|
// Implementacja: Jan Potocki 2019
|
||||||
|
std::vector<unsigned> route;
|
||||||
|
|
||||||
|
std::random_device randomSrc;
|
||||||
|
std::default_random_engine randomGen(randomSrc());
|
||||||
|
std::uniform_int_distribution<> vertexDist(0, graph.vertexNumber - 1);
|
||||||
|
|
||||||
|
for(int i = 0; i < graph.vertexNumber; i++)
|
||||||
|
{
|
||||||
|
unsigned randomVertex;
|
||||||
|
bool vertexUsed;
|
||||||
|
|
||||||
|
do
|
||||||
|
{
|
||||||
|
randomVertex = vertexDist(randomGen);
|
||||||
|
vertexUsed = false;
|
||||||
|
|
||||||
|
for(int j = 0; j < route.size(); j++)
|
||||||
|
{
|
||||||
|
if(route.at(j) == randomVertex)
|
||||||
|
{
|
||||||
|
vertexUsed = true;
|
||||||
|
break;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
} while(vertexUsed == true);
|
||||||
|
|
||||||
|
route.push_back(randomVertex);
|
||||||
|
}
|
||||||
|
|
||||||
|
route.push_back(route.front());
|
||||||
|
return route;
|
||||||
|
}
|
||||||
|
|
||||||
|
std::vector<unsigned> Graph::travellingSalesmanTabuSearch(Graph &graph, unsigned tabuSteps, bool diversification, int iterationsToRestart, unsigned minStopTime, unsigned threadsNumber)
|
||||||
|
{
|
||||||
|
// ALGORYTM wielawotkowy oparty na metaheurystyce tabu search
|
||||||
|
// Pomocniczy kod uruchamiajacy watki wlasciwego algorytmu w najbardziej optymalny sposob
|
||||||
|
// Implementacja: Jan Potocki 2019
|
||||||
|
std::vector<unsigned> startVertexVector;
|
||||||
|
std::vector<std::thread> threadsVector;
|
||||||
|
std::vector<std::vector<unsigned>> resultsVector(threadsNumber);
|
||||||
|
std::vector<int> resultsLength(threadsNumber);
|
||||||
|
std::vector<unsigned> optimalResult;
|
||||||
|
int optimalResultIndex;
|
||||||
|
int optimalResultLength;
|
||||||
|
|
||||||
|
std::random_device randomSrc;
|
||||||
|
std::default_random_engine randomGen(randomSrc());
|
||||||
|
std::uniform_int_distribution<> vertexDist(0, graph.vertexNumber - 1);
|
||||||
|
|
||||||
|
for(int i = 0; i < threadsNumber; i++)
|
||||||
|
{
|
||||||
|
std::vector<unsigned> startRoute;
|
||||||
|
unsigned startVertex;
|
||||||
|
bool startVertexUsed;
|
||||||
|
|
||||||
|
if(i < graph.vertexNumber)
|
||||||
|
{
|
||||||
|
do
|
||||||
|
{
|
||||||
|
startVertex = vertexDist(randomGen);
|
||||||
|
startVertexUsed = false;
|
||||||
|
|
||||||
|
for(int j = 0; j < startVertexVector.size(); j++)
|
||||||
|
{
|
||||||
|
if(startVertexVector.at(j) == startVertex)
|
||||||
|
{
|
||||||
|
startVertexUsed = true;
|
||||||
|
break;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
} while(startVertexUsed == true);
|
||||||
|
|
||||||
|
startVertexVector.push_back(startVertex);
|
||||||
|
startRoute = Graph::travellingSalesmanGreedy(graph, startVertex);
|
||||||
|
}
|
||||||
|
else
|
||||||
|
{
|
||||||
|
startRoute = Graph::travellingSalesmanRandom(graph);
|
||||||
|
}
|
||||||
|
|
||||||
|
threadsVector.push_back(std::thread(Graph::travellingSalesmanTabuSearchEngine, std::ref(graph), tabuSteps, diversification, iterationsToRestart, minStopTime, startRoute, std::ref(resultsVector.at(i)), std::ref(resultsLength.at(i))));
|
||||||
|
}
|
||||||
|
|
||||||
|
for(int i = 0; i < threadsNumber; i++)
|
||||||
|
threadsVector.at(i).join();
|
||||||
|
|
||||||
|
optimalResultIndex = 0;
|
||||||
|
optimalResultLength = resultsLength.at(0);
|
||||||
|
|
||||||
|
for(int i = 0; i < threadsNumber; i++)
|
||||||
|
{
|
||||||
|
if(resultsLength.at(i) < optimalResultLength)
|
||||||
|
{
|
||||||
|
optimalResultIndex = i;
|
||||||
|
optimalResultLength = resultsLength.at(i);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
optimalResult = resultsVector.at(optimalResultIndex);
|
||||||
|
|
||||||
|
return optimalResult;
|
||||||
|
}
|
||||||
|
|
||||||
|
void Graph::travellingSalesmanTabuSearchEngine(Graph &graph, unsigned tabuSteps, bool diversification, int iterationsToRestart, unsigned minStopTime, std::vector<unsigned> startRoute, std::vector<unsigned> &result, int &resultLength)
|
||||||
|
{
|
||||||
|
// ALGORYTM oparty na metaheurystyce tabu search z dywersyfikacja i sasiedztwem typu swap
|
||||||
|
// Rdzen przeznaczony do uruchamiania jako jeden watek
|
||||||
|
// Projekt i implementacja: Jan Potocki 2017
|
||||||
|
// (refactoring 2019)
|
||||||
|
Stopwatch onboardClock;
|
||||||
|
|
||||||
|
std::vector<unsigned> optimalRoute; // Tu bedziemy zapisywac optymalne (w danej chwili) rozwiazanie
|
||||||
|
int optimalRouteLength = -1; // -1 - bedziemy odtad uznawac, ze to jest nieskonczonosc ;-)
|
||||||
|
std::vector<unsigned> currentRoute; // Rozpatrywane rozwiazanie
|
||||||
|
|
||||||
|
// Wyznaczenie poczatkowego rozwiazania algorytmem zachlannym
|
||||||
|
//currentRoute = Graph::travellingSalesmanGreedy(graph);
|
||||||
|
currentRoute = startRoute;
|
||||||
|
|
||||||
|
// Inicjalizacja glownej petli...
|
||||||
|
std::vector< std::vector<unsigned> > tabuArray;
|
||||||
|
unsigned currentTabuSteps = tabuSteps;
|
||||||
|
int stopCounter = 0;
|
||||||
|
bool timeNotExceeded = true;
|
||||||
|
onboardClock.start();
|
||||||
|
|
||||||
|
// Rdzen algorytmu
|
||||||
|
while(timeNotExceeded == true)
|
||||||
|
{
|
||||||
|
bool cheeseSupplied = true;
|
||||||
|
bool intensification = false;
|
||||||
|
|
||||||
|
while(cheeseSupplied == true)
|
||||||
|
{
|
||||||
|
std::vector<unsigned> nextRoute;
|
||||||
|
int nextRouteLength = -1;
|
||||||
|
|
||||||
|
std::vector<unsigned> nextTabu(3, 0);
|
||||||
|
nextTabu.at(0) = currentTabuSteps;
|
||||||
|
|
||||||
|
// Generowanie sasiedztwa typu swap przez zamiane wierzcholkow
|
||||||
|
// (wierzcholka startowego i zarazem ostatniego nie ruszamy,
|
||||||
|
// pomijamy tez od razu aktualny wierzcholek)
|
||||||
|
for(int i = 1; i < graph.vertexNumber - 1; i++)
|
||||||
|
{
|
||||||
|
for(int j = i + 1; j < graph.vertexNumber; j++)
|
||||||
|
{
|
||||||
|
std::vector<unsigned> neighbourRoute = currentRoute;
|
||||||
|
|
||||||
|
// Zamiana
|
||||||
|
unsigned buffer = neighbourRoute.at(j);
|
||||||
|
neighbourRoute.at(j) = neighbourRoute.at(i);
|
||||||
|
neighbourRoute.at(i) = buffer;
|
||||||
|
|
||||||
|
unsigned neighbourRouteLength = 0;
|
||||||
|
for(int i = 1; i < neighbourRoute.size(); i++)
|
||||||
|
neighbourRouteLength += graph.getWeight(neighbourRoute.at(i - 1), neighbourRoute.at(i));
|
||||||
|
|
||||||
|
// Sprawdzenie, czy dany ruch nie jest na liscie tabu
|
||||||
|
// (dwa wierzcholki)
|
||||||
|
bool tabu = false;
|
||||||
|
for(int k = 0; k < tabuArray.size(); k++)
|
||||||
|
{
|
||||||
|
if(tabuArray.at(k).at(1) == i && tabuArray.at(k).at(2) == j)
|
||||||
|
{
|
||||||
|
tabu = true;
|
||||||
|
break;
|
||||||
|
}
|
||||||
|
|
||||||
|
if(tabuArray.at(k).at(1) == j && tabuArray.at(k).at(2) == i)
|
||||||
|
{
|
||||||
|
tabu = true;
|
||||||
|
break;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
// Kryterium aspiracji...
|
||||||
|
if(tabu == true && neighbourRouteLength >= optimalRouteLength)
|
||||||
|
// ...jezeli niespelnione - pomijamy ruch
|
||||||
|
continue;
|
||||||
|
|
||||||
|
if(nextRouteLength == -1)
|
||||||
|
{
|
||||||
|
nextRouteLength = neighbourRouteLength;
|
||||||
|
nextRoute = neighbourRoute;
|
||||||
|
nextTabu.at(1) = i;
|
||||||
|
nextTabu.at(2) = j;
|
||||||
|
}
|
||||||
|
else if(nextRouteLength > neighbourRouteLength)
|
||||||
|
{
|
||||||
|
nextRouteLength = neighbourRouteLength;
|
||||||
|
nextRoute = neighbourRoute;
|
||||||
|
nextTabu.at(1) = i;
|
||||||
|
nextTabu.at(2) = j;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
currentRoute = nextRoute;
|
||||||
|
|
||||||
|
if(optimalRouteLength == -1)
|
||||||
|
{
|
||||||
|
optimalRouteLength = nextRouteLength;
|
||||||
|
optimalRoute = nextRoute;
|
||||||
|
|
||||||
|
// Reset licznika
|
||||||
|
stopCounter = 0;
|
||||||
|
}
|
||||||
|
else if(optimalRouteLength > nextRouteLength)
|
||||||
|
{
|
||||||
|
optimalRouteLength = nextRouteLength;
|
||||||
|
optimalRoute = nextRoute;
|
||||||
|
|
||||||
|
// Zaplanowanie intensyfikacji
|
||||||
|
intensification = true;
|
||||||
|
|
||||||
|
// Reset licznika
|
||||||
|
stopCounter = 0;
|
||||||
|
}
|
||||||
|
|
||||||
|
// Weryfikacja listy tabu...
|
||||||
|
// ...aktualizacja kadencji na liscie tabu
|
||||||
|
for(int i = 0; i < tabuArray.size(); i++)
|
||||||
|
{
|
||||||
|
tabuArray.at(i).at(0)--;
|
||||||
|
}
|
||||||
|
|
||||||
|
//...usuniecie zerowych kadencji
|
||||||
|
for(int i = 0; i < tabuArray.size(); i++)
|
||||||
|
{
|
||||||
|
if(tabuArray.at(i).at(0) == 0)
|
||||||
|
tabuArray.erase(tabuArray.begin() + i);
|
||||||
|
}
|
||||||
|
|
||||||
|
// ...dopisanie ostatniego ruchu do listy tabu
|
||||||
|
tabuArray.push_back(nextTabu);
|
||||||
|
|
||||||
|
// Zliczenie iteracji
|
||||||
|
stopCounter++;
|
||||||
|
|
||||||
|
// Zmierzenie czasu
|
||||||
|
onboardClock.stop();
|
||||||
|
if(onboardClock.read() > minStopTime)
|
||||||
|
timeNotExceeded = false;
|
||||||
|
|
||||||
|
// Sprawdzenie warunku zatrzymania
|
||||||
|
if(diversification == true)
|
||||||
|
{
|
||||||
|
// Przy aktywowanej dywersyfikacji - po zadanej liczbie iteracji bez poprawy
|
||||||
|
if(stopCounter >= iterationsToRestart || timeNotExceeded == false)
|
||||||
|
cheeseSupplied = false;
|
||||||
|
}
|
||||||
|
else
|
||||||
|
{
|
||||||
|
// Przy nieaktywowanej dywersyfikacji - po uplynieciu okreslonego czasu
|
||||||
|
if(timeNotExceeded == false)
|
||||||
|
cheeseSupplied = false;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
// Dywersyfikacja
|
||||||
|
if(diversification == true)
|
||||||
|
{
|
||||||
|
if(intensification == true)
|
||||||
|
{
|
||||||
|
// Intensyfikacja przeszukiwania przy ostatnim minimum
|
||||||
|
currentRoute = optimalRoute;
|
||||||
|
currentTabuSteps = tabuSteps / 4;
|
||||||
|
intensification = false;
|
||||||
|
}
|
||||||
|
else
|
||||||
|
{
|
||||||
|
// Algorytm hybrydowy losowo-zachlanny
|
||||||
|
currentRoute = Graph::travellingSalesmanHybrid(graph);
|
||||||
|
currentTabuSteps = tabuSteps;
|
||||||
|
intensification = false;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
// Reset licznika iteracji przed restartem
|
||||||
|
stopCounter = 0;
|
||||||
|
}
|
||||||
|
|
||||||
|
result = optimalRoute;
|
||||||
|
resultLength = optimalRouteLength;
|
||||||
|
}
|
||||||
@@ -0,0 +1,40 @@
|
|||||||
|
#ifndef GRAPH_H
|
||||||
|
#define GRAPH_H
|
||||||
|
#include <vector>
|
||||||
|
|
||||||
|
|
||||||
|
class Graph
|
||||||
|
{
|
||||||
|
public:
|
||||||
|
Graph();
|
||||||
|
virtual ~Graph();
|
||||||
|
virtual bool addEdge(unsigned v, unsigned w, unsigned weight) = 0;
|
||||||
|
virtual bool removeEdge(unsigned v, unsigned w) = 0;
|
||||||
|
virtual unsigned getWeight(unsigned v, unsigned w) = 0;
|
||||||
|
unsigned getVertexNumber();
|
||||||
|
virtual void displayGraph() = 0;
|
||||||
|
static void randomGenerateFullGraph(Graph &graph, unsigned maxWeight);
|
||||||
|
static std::vector<unsigned> travellingSalesmanBruteForce(Graph &graph);
|
||||||
|
static std::vector<unsigned> travellingSalesmanBranchAndBound(Graph &graph);
|
||||||
|
static std::vector<unsigned> travellingSalesmanGreedy(Graph &graph, unsigned startVertex);
|
||||||
|
static std::vector<unsigned> travellingSalesmanHybrid(Graph &graph);
|
||||||
|
static std::vector<unsigned> travellingSalesmanRandom(Graph &graph);
|
||||||
|
static std::vector<unsigned> travellingSalesmanTabuSearch(Graph &graph, unsigned tabuSteps, bool diversification, int iterationsToRestart, unsigned minStopTime, unsigned threadsNumber);
|
||||||
|
|
||||||
|
protected:
|
||||||
|
unsigned vertexNumber;
|
||||||
|
|
||||||
|
private:
|
||||||
|
static void travellingSalesmanTabuSearchEngine(Graph &graph, unsigned tabuSteps, bool diversification, int iterationsToRestart, unsigned minStopTime, std::vector<unsigned> startRoute, std::vector<unsigned> &result, int &resultLength);
|
||||||
|
|
||||||
|
class RouteComparison
|
||||||
|
{
|
||||||
|
public:
|
||||||
|
bool operator() (const std::vector<unsigned>& lhs, const std::vector<unsigned>& rhs) const
|
||||||
|
{
|
||||||
|
return (lhs.at(0) > rhs.at(0));
|
||||||
|
}
|
||||||
|
};
|
||||||
|
};
|
||||||
|
|
||||||
|
#endif // GRAPH_H
|
||||||
Executable
+167
@@ -0,0 +1,167 @@
|
|||||||
|
#include "ListGraph.h"
|
||||||
|
#include <iostream>
|
||||||
|
|
||||||
|
ListGraph::ListGraph(unsigned vertexNumber)
|
||||||
|
{
|
||||||
|
//ctor
|
||||||
|
this->vertexNumber = vertexNumber;
|
||||||
|
graphList = new element*[vertexNumber];
|
||||||
|
|
||||||
|
for(int i = 0; i < vertexNumber; i++)
|
||||||
|
graphList[i] = NULL;
|
||||||
|
}
|
||||||
|
|
||||||
|
ListGraph::~ListGraph()
|
||||||
|
{
|
||||||
|
//dtor
|
||||||
|
for(int i = 0; i < vertexNumber; i++)
|
||||||
|
{
|
||||||
|
if(graphList[i] != NULL)
|
||||||
|
{
|
||||||
|
element *position = graphList[i];
|
||||||
|
do
|
||||||
|
{
|
||||||
|
element *next = position->next;
|
||||||
|
delete position;
|
||||||
|
position = next;
|
||||||
|
}
|
||||||
|
while(position != NULL);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
delete[] graphList;
|
||||||
|
}
|
||||||
|
|
||||||
|
bool ListGraph::addEdge(unsigned v, unsigned w, unsigned weight)
|
||||||
|
{
|
||||||
|
if(weight >= 1000)
|
||||||
|
// Waga krawedzi musi byc mniejsza od 1000
|
||||||
|
weight = 900;
|
||||||
|
|
||||||
|
if(graphList[v] == NULL)
|
||||||
|
{
|
||||||
|
graphList[v] = new element;
|
||||||
|
graphList[v]->vertex = w;
|
||||||
|
graphList[v]->weight = weight;
|
||||||
|
graphList[v]->next = NULL;
|
||||||
|
|
||||||
|
return true;
|
||||||
|
}
|
||||||
|
else
|
||||||
|
{
|
||||||
|
bool isAlready = false;
|
||||||
|
element *next = graphList[v];
|
||||||
|
element *position = NULL;
|
||||||
|
do
|
||||||
|
{
|
||||||
|
position = next;
|
||||||
|
next = next->next;
|
||||||
|
if(position->vertex == w)
|
||||||
|
{
|
||||||
|
isAlready = true;
|
||||||
|
break;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
while(next != NULL);
|
||||||
|
|
||||||
|
if(!isAlready)
|
||||||
|
{
|
||||||
|
element *newEdge = new element;
|
||||||
|
newEdge->vertex = w;
|
||||||
|
newEdge->weight = weight;
|
||||||
|
newEdge->next = NULL;
|
||||||
|
position->next = newEdge;
|
||||||
|
|
||||||
|
return true;
|
||||||
|
}
|
||||||
|
else
|
||||||
|
return false;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
bool ListGraph::removeEdge(unsigned v, unsigned w)
|
||||||
|
{
|
||||||
|
if(graphList[v] == NULL)
|
||||||
|
return false;
|
||||||
|
else
|
||||||
|
{
|
||||||
|
bool isAlready = false;
|
||||||
|
element *next = graphList[v];
|
||||||
|
element *position = NULL;
|
||||||
|
element *prev = NULL;
|
||||||
|
do
|
||||||
|
{
|
||||||
|
prev = position;
|
||||||
|
position = next;
|
||||||
|
next = next->next;
|
||||||
|
if(position->vertex == w)
|
||||||
|
{
|
||||||
|
isAlready = true;
|
||||||
|
break;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
while(next != NULL);
|
||||||
|
|
||||||
|
if(!isAlready)
|
||||||
|
return false;
|
||||||
|
else
|
||||||
|
{
|
||||||
|
delete position;
|
||||||
|
if(prev != NULL)
|
||||||
|
prev->next = next;
|
||||||
|
else
|
||||||
|
graphList[v] = next;
|
||||||
|
|
||||||
|
return true;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
unsigned ListGraph::getWeight(unsigned v, unsigned w)
|
||||||
|
{
|
||||||
|
if(graphList[v] == NULL)
|
||||||
|
return 0;
|
||||||
|
else
|
||||||
|
{
|
||||||
|
bool isAlready = false;
|
||||||
|
element *next = graphList[v];
|
||||||
|
element *position = NULL;
|
||||||
|
do
|
||||||
|
{
|
||||||
|
position = next;
|
||||||
|
next = next->next;
|
||||||
|
if(position->vertex == w)
|
||||||
|
{
|
||||||
|
isAlready = true;
|
||||||
|
break;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
while(next != NULL);
|
||||||
|
|
||||||
|
if(!isAlready)
|
||||||
|
return 0;
|
||||||
|
else
|
||||||
|
return position->weight;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
void ListGraph::displayGraph()
|
||||||
|
{
|
||||||
|
for(int i = 0; i < vertexNumber; i++)
|
||||||
|
{
|
||||||
|
std::cout << i << " -> ";
|
||||||
|
if(graphList[i] != NULL)
|
||||||
|
{
|
||||||
|
element *next = graphList[i];
|
||||||
|
element *position = NULL;
|
||||||
|
do
|
||||||
|
{
|
||||||
|
position = next;
|
||||||
|
next = next->next;
|
||||||
|
std::cout << position->vertex << '@' << position->weight << ' ';
|
||||||
|
}
|
||||||
|
while(next != NULL);
|
||||||
|
}
|
||||||
|
std::cout << std::endl;
|
||||||
|
}
|
||||||
|
}
|
||||||
Executable
+29
@@ -0,0 +1,29 @@
|
|||||||
|
#ifndef LISTGRAPH_H
|
||||||
|
#define LISTGRAPH_H
|
||||||
|
|
||||||
|
#include "Graph.h"
|
||||||
|
|
||||||
|
class ListGraph : public Graph
|
||||||
|
{
|
||||||
|
public:
|
||||||
|
ListGraph(unsigned vertexNumber);
|
||||||
|
virtual ~ListGraph();
|
||||||
|
bool addEdge(unsigned v, unsigned w, unsigned weight);
|
||||||
|
bool removeEdge(unsigned v, unsigned w);
|
||||||
|
unsigned getWeight(unsigned v, unsigned w);
|
||||||
|
void displayGraph();
|
||||||
|
|
||||||
|
protected:
|
||||||
|
|
||||||
|
private:
|
||||||
|
struct element
|
||||||
|
{
|
||||||
|
unsigned vertex;
|
||||||
|
int weight;
|
||||||
|
element *next;
|
||||||
|
};
|
||||||
|
element **graphList;
|
||||||
|
|
||||||
|
};
|
||||||
|
|
||||||
|
#endif // LISTGRAPH_H
|
||||||
@@ -0,0 +1,24 @@
|
|||||||
|
CXXFLAGS = -O3 -Wall -std=c++11
|
||||||
|
|
||||||
|
ifeq ($(OS),Windows_NT)
|
||||||
|
detected_OS := Windows
|
||||||
|
else
|
||||||
|
detected_OS := $(shell uname)
|
||||||
|
endif
|
||||||
|
ifeq ($(detected_OS),Darwin)
|
||||||
|
CXXFLAGS += -stdlib=libc++
|
||||||
|
endif
|
||||||
|
|
||||||
|
OBJS = pea2plus.o ArrayGraph.o Graph.o ListGraph.o Stopwatch.o
|
||||||
|
|
||||||
|
LIBS = -pthread
|
||||||
|
|
||||||
|
TARGET = pea2plus
|
||||||
|
|
||||||
|
$(TARGET): $(OBJS)
|
||||||
|
$(CXX) -o $(TARGET) $(OBJS) $(LIBS)
|
||||||
|
|
||||||
|
all: $(TARGET)
|
||||||
|
|
||||||
|
clean:
|
||||||
|
rm -f $(OBJS) $(TARGET)
|
||||||
Executable
+23
@@ -0,0 +1,23 @@
|
|||||||
|
#include "Stopwatch.h"
|
||||||
|
|
||||||
|
Stopwatch::Stopwatch()
|
||||||
|
{
|
||||||
|
//ctor
|
||||||
|
// Jan Potocki 2017-2019
|
||||||
|
}
|
||||||
|
|
||||||
|
void Stopwatch::start()
|
||||||
|
{
|
||||||
|
tstart = std::chrono::steady_clock::now();
|
||||||
|
}
|
||||||
|
|
||||||
|
void Stopwatch::stop()
|
||||||
|
{
|
||||||
|
tstop = std::chrono::steady_clock::now();
|
||||||
|
measurement = tstop - tstart;
|
||||||
|
}
|
||||||
|
|
||||||
|
double Stopwatch::read()
|
||||||
|
{
|
||||||
|
return measurement.count();
|
||||||
|
}
|
||||||
Executable
+22
@@ -0,0 +1,22 @@
|
|||||||
|
#ifndef STOPWATCH_H
|
||||||
|
#define STOPWATCH_H
|
||||||
|
|
||||||
|
#include <chrono>
|
||||||
|
|
||||||
|
// Klasa do pomiaru czasu (wieloplatformowa)
|
||||||
|
// Jan Potocki 2017-2019
|
||||||
|
class Stopwatch
|
||||||
|
{
|
||||||
|
public:
|
||||||
|
Stopwatch();
|
||||||
|
void start();
|
||||||
|
void stop();
|
||||||
|
double read();
|
||||||
|
protected:
|
||||||
|
private:
|
||||||
|
std::chrono::duration<double> measurement;
|
||||||
|
std::chrono::time_point<std::chrono::steady_clock> tstart;
|
||||||
|
std::chrono::time_point<std::chrono::steady_clock> tstop;
|
||||||
|
};
|
||||||
|
|
||||||
|
#endif // STOPWATCH_H
|
||||||
Executable
BIN
Binary file not shown.
Executable
BIN
Binary file not shown.
Binary file not shown.
Binary file not shown.
Executable
+511
@@ -0,0 +1,511 @@
|
|||||||
|
#include <fstream>
|
||||||
|
#include <iostream>
|
||||||
|
#include <string>
|
||||||
|
#include <vector>
|
||||||
|
#include <cmath>
|
||||||
|
#include "Stopwatch.h"
|
||||||
|
#include "ArrayGraph.h"
|
||||||
|
#include "ListGraph.h"
|
||||||
|
|
||||||
|
using namespace std;
|
||||||
|
|
||||||
|
// USTAWIENIA
|
||||||
|
// Liczba powtorzen automatycznych pomiarow do usrednienia
|
||||||
|
const int measureIterations = 10;
|
||||||
|
// liczba automatycznych pomiarow
|
||||||
|
const int measureNumber = 4;
|
||||||
|
// Czas zatrzymania algorytmu tabu search w kazdym z automatycznych pomiarow
|
||||||
|
const int measureTabuStop[4] = {1, 5, 10, 15};
|
||||||
|
// Maksymalna odleglosc miast przy automatycznym generowaniu
|
||||||
|
const int measureSalesmanDistance = 400;
|
||||||
|
|
||||||
|
// Kadencja tabu search
|
||||||
|
const int tabuLength = 30;
|
||||||
|
// Kryterium dywersyfikacji, liczba iteracji bez poprawy
|
||||||
|
const int tabuIterationsToRestart = 10000;
|
||||||
|
|
||||||
|
// Wykorzystanie reprezentacji grafu w postaci list sasiedztwa...
|
||||||
|
// ...zamiast (domyslnie) macierzy sasiedztwa
|
||||||
|
// (wolniejsze obliczenia, mniejsze uzycie pamieci)
|
||||||
|
const bool useListGraph = false;
|
||||||
|
|
||||||
|
// Liczba watkow tabu search
|
||||||
|
const unsigned tabuThreadsNumber = 2;
|
||||||
|
|
||||||
|
// Domyslny czas zatrzymania algorytmu tabu search [s]
|
||||||
|
int tabuStopTime = 60;
|
||||||
|
|
||||||
|
// Domyslny stan dywersyfikacji
|
||||||
|
bool tabuDiversification = true;
|
||||||
|
|
||||||
|
int main()
|
||||||
|
{
|
||||||
|
Stopwatch clock; // czasomierz
|
||||||
|
Graph *graph = NULL; // <- tu bedziemy zapisywac adresy przez caly program
|
||||||
|
|
||||||
|
cout << "PEA Projekt 2 v2.0ALPHA Plus" << endl;
|
||||||
|
cout << "Jan Potocki 2017-2019" << endl;
|
||||||
|
cout << "(beerware)" << endl;
|
||||||
|
if(useListGraph)
|
||||||
|
cout << "Uzycie listowej reprezentacji grafu" << endl;
|
||||||
|
else
|
||||||
|
cout << "Uzycie macierzowej reprezentacji grafu" << endl;
|
||||||
|
cout << endl;
|
||||||
|
|
||||||
|
int salesmanSelection;
|
||||||
|
do
|
||||||
|
{
|
||||||
|
cout << "1 - wygeneruj losowe dane" << endl;
|
||||||
|
cout << "2 - wyswietl dane" << endl;
|
||||||
|
cout << "3 - dywersyfikacja TS" << endl;
|
||||||
|
cout << "4 - czas zatrzymania TS" << endl;
|
||||||
|
cout << "5 - tabu search" << endl;
|
||||||
|
cout << "6 - algorytm zachlanny" << endl;
|
||||||
|
cout << "7 - podzial i ograniczenia" << endl;
|
||||||
|
cout << "8 - przeglad zupelny" << endl;
|
||||||
|
cout << "9 - automatyczne pomiary (tabu search)" << endl;
|
||||||
|
cout << "10 - wczytaj dane z pliku ATSP" << endl;
|
||||||
|
cout << "11 - wczytaj dane z pliku TSP" << endl;
|
||||||
|
cout << "Aby zakonczyc - 0" << endl;
|
||||||
|
cout << "Wybierz: ";
|
||||||
|
cin >> salesmanSelection;
|
||||||
|
cout << endl;
|
||||||
|
|
||||||
|
switch(salesmanSelection)
|
||||||
|
{
|
||||||
|
case 1:
|
||||||
|
{
|
||||||
|
int vertex;
|
||||||
|
cout << "Liczba miast: ";
|
||||||
|
cin >> vertex;
|
||||||
|
cout << endl;
|
||||||
|
|
||||||
|
if(graph != NULL)
|
||||||
|
delete graph;
|
||||||
|
|
||||||
|
if(useListGraph)
|
||||||
|
graph = new ListGraph(vertex);
|
||||||
|
else
|
||||||
|
graph = new ArrayGraph(vertex);
|
||||||
|
|
||||||
|
Graph::randomGenerateFullGraph(*graph, measureSalesmanDistance);
|
||||||
|
}
|
||||||
|
break;
|
||||||
|
case 2:
|
||||||
|
{
|
||||||
|
if(graph != NULL)
|
||||||
|
graph->displayGraph();
|
||||||
|
else
|
||||||
|
cout << "Brak wygenerowanych danych" << endl;
|
||||||
|
cout << endl;
|
||||||
|
}
|
||||||
|
break;
|
||||||
|
case 3:
|
||||||
|
{
|
||||||
|
tabuDiversification = !tabuDiversification;
|
||||||
|
|
||||||
|
if(tabuDiversification == true)
|
||||||
|
cout << "Dywersyfikacja TS zostala wlaczona" << endl;
|
||||||
|
else
|
||||||
|
cout << "Dywersyfikacja TS zostala wylaczona" << endl;
|
||||||
|
cout << endl;
|
||||||
|
}
|
||||||
|
break;
|
||||||
|
case 4:
|
||||||
|
{
|
||||||
|
cout << "Poprzedni czas pracy TS: " << tabuStopTime << endl;
|
||||||
|
cout << "Podaj nowy czas: ";
|
||||||
|
cin >> tabuStopTime;
|
||||||
|
cout << endl;
|
||||||
|
}
|
||||||
|
break;
|
||||||
|
case 5:
|
||||||
|
{
|
||||||
|
if(graph != NULL)
|
||||||
|
{
|
||||||
|
if(tabuStopTime != 0)
|
||||||
|
{
|
||||||
|
cout << "Kadencja: " << tabuLength << endl;
|
||||||
|
cout << "Czas zatrzymania algorytmu [s]: " << tabuStopTime << endl;
|
||||||
|
|
||||||
|
if(tabuDiversification == true)
|
||||||
|
cout << "Dywersyfikacja wlaczona, kryterium: " << tabuIterationsToRestart << " iteracji" << endl;
|
||||||
|
else
|
||||||
|
cout << "Dywersyfikacja wylaczona" << endl;
|
||||||
|
|
||||||
|
cout << endl;
|
||||||
|
|
||||||
|
clock.start();
|
||||||
|
vector<unsigned> route = Graph::travellingSalesmanTabuSearch(*graph, tabuLength, tabuDiversification, tabuIterationsToRestart, tabuStopTime, tabuThreadsNumber);
|
||||||
|
clock.stop();
|
||||||
|
|
||||||
|
// Wyswietlenie trasy
|
||||||
|
unsigned distFromStart = 0;
|
||||||
|
unsigned length = 0;
|
||||||
|
cout << route.at(0) << '\t' << length << '\t' << distFromStart << endl;
|
||||||
|
for(int i = 1; i < route.size(); i++)
|
||||||
|
{
|
||||||
|
length = graph->getWeight(route.at(i - 1), route.at(i));
|
||||||
|
distFromStart += length;
|
||||||
|
|
||||||
|
cout << route.at(i) << '\t' << length << '\t' << distFromStart << endl;
|
||||||
|
}
|
||||||
|
|
||||||
|
cout << "Dlugosc trasy: " << distFromStart << endl;
|
||||||
|
cout << endl;
|
||||||
|
cout << "Czas wykonania algorytmu [s]: " << clock.read() << endl;
|
||||||
|
}
|
||||||
|
else
|
||||||
|
{
|
||||||
|
// Easter egg ;-)
|
||||||
|
cout << "+++ MELON MELON MELON +++ Blad: Brak Sera! +++ !!!!! +++" << endl;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
else
|
||||||
|
cout << "+++ MELON MELON MELON +++ Brak zaladowanych danych +++" << endl;
|
||||||
|
cout << endl;
|
||||||
|
}
|
||||||
|
break;
|
||||||
|
case 6:
|
||||||
|
{
|
||||||
|
if(graph != NULL)
|
||||||
|
{
|
||||||
|
clock.start();
|
||||||
|
vector<unsigned> route = Graph::travellingSalesmanGreedy(*graph, 0);
|
||||||
|
clock.stop();
|
||||||
|
|
||||||
|
// Wyswietlenie trasy
|
||||||
|
unsigned distFromStart = 0;
|
||||||
|
unsigned length = 0;
|
||||||
|
cout << route.at(0) << '\t' << length << '\t' << distFromStart << endl;
|
||||||
|
for(int i = 1; i < route.size(); i++)
|
||||||
|
{
|
||||||
|
length = graph->getWeight(route.at(i - 1), route.at(i));
|
||||||
|
distFromStart += length;
|
||||||
|
|
||||||
|
cout << route.at(i) << '\t' << length << '\t' << distFromStart << endl;
|
||||||
|
}
|
||||||
|
|
||||||
|
cout << "Dlugosc trasy: " << distFromStart << endl;
|
||||||
|
cout << endl;
|
||||||
|
cout << "Czas wykonania algorytmu [s]: " << clock.read() << endl;
|
||||||
|
}
|
||||||
|
else
|
||||||
|
cout << "+++ MELON MELON MELON +++ Brak zaladowanych danych +++" << endl;
|
||||||
|
cout << endl;
|
||||||
|
}
|
||||||
|
break;
|
||||||
|
case 7:
|
||||||
|
{
|
||||||
|
if(graph != NULL)
|
||||||
|
{
|
||||||
|
clock.start();
|
||||||
|
vector<unsigned> route = Graph::travellingSalesmanBranchAndBound(*graph);
|
||||||
|
clock.stop();
|
||||||
|
|
||||||
|
// Wyswietlenie trasy
|
||||||
|
unsigned distFromStart = 0;
|
||||||
|
unsigned length = 0;
|
||||||
|
cout << route.at(0) << '\t' << length << '\t' << distFromStart << endl;
|
||||||
|
for(int i = 1; i < route.size(); i++)
|
||||||
|
{
|
||||||
|
length = graph->getWeight(route.at(i - 1), route.at(i));
|
||||||
|
distFromStart += length;
|
||||||
|
|
||||||
|
cout << route.at(i) << '\t' << length << '\t' << distFromStart << endl;
|
||||||
|
}
|
||||||
|
|
||||||
|
cout << "Dlugosc trasy: " << distFromStart << endl;
|
||||||
|
cout << endl;
|
||||||
|
cout << "Czas wykonania algorytmu [s]: " << clock.read() << endl;
|
||||||
|
}
|
||||||
|
else
|
||||||
|
cout << "+++ MELON MELON MELON +++ Brak zaladowanych danych +++" << endl;
|
||||||
|
cout << endl;
|
||||||
|
}
|
||||||
|
break;
|
||||||
|
case 8:
|
||||||
|
{
|
||||||
|
if(graph != NULL)
|
||||||
|
{
|
||||||
|
clock.start();
|
||||||
|
vector<unsigned> route = Graph::travellingSalesmanBruteForce(*graph);
|
||||||
|
clock.stop();
|
||||||
|
|
||||||
|
// Wyswietlenie trasy
|
||||||
|
unsigned distFromStart = 0;
|
||||||
|
unsigned length = 0;
|
||||||
|
cout << route.at(0) << '\t' << length << '\t' << distFromStart << endl;
|
||||||
|
for(int i = 1; i < route.size(); i++)
|
||||||
|
{
|
||||||
|
length = graph->getWeight(route.at(i - 1), route.at(i));
|
||||||
|
distFromStart += length;
|
||||||
|
|
||||||
|
cout << route.at(i) << '\t' << length << '\t' << distFromStart << endl;
|
||||||
|
}
|
||||||
|
|
||||||
|
cout << "Dlugosc trasy: " << distFromStart << endl;
|
||||||
|
cout << endl;
|
||||||
|
cout << "Czas wykonania algorytmu [s]: " << clock.read() << endl;
|
||||||
|
}
|
||||||
|
else
|
||||||
|
cout << "+++ MELON MELON MELON +++ Brak zaladowanych danych +++" << endl;
|
||||||
|
cout << endl;
|
||||||
|
}
|
||||||
|
break;
|
||||||
|
case 9:
|
||||||
|
{
|
||||||
|
// PEA 2
|
||||||
|
// Jan Potocki 2017
|
||||||
|
if(graph != NULL)
|
||||||
|
{
|
||||||
|
double measureResults[measureNumber], measureResultsDiv[measureNumber];
|
||||||
|
for(int i = 0; i < measureNumber; i++)
|
||||||
|
{
|
||||||
|
measureResults[i] = 0;
|
||||||
|
measureResultsDiv[i] = 0;
|
||||||
|
}
|
||||||
|
|
||||||
|
cout << "Pomiary dla problemu komiwojazera, tabu search" << tabuLength << endl;
|
||||||
|
cout << "Kadencja: " << tabuLength << endl;
|
||||||
|
cout << "Kryterium dywersyfikacji: " << tabuIterationsToRestart << " iteracji" << endl;
|
||||||
|
|
||||||
|
// Petla pomiarowa
|
||||||
|
for(int krok = 0; krok < measureIterations; krok++)
|
||||||
|
{
|
||||||
|
for(int i = 0; i < measureNumber; i++)
|
||||||
|
{
|
||||||
|
vector<unsigned> route;
|
||||||
|
unsigned routeLength;
|
||||||
|
|
||||||
|
// Bez dywersyfikacji
|
||||||
|
cout << "Pomiar " << measureTabuStop[i] << " [s] (" << krok + 1 << " z " << measureIterations << " bez dywersyfikacji)..." << endl;
|
||||||
|
|
||||||
|
route = Graph::travellingSalesmanTabuSearch(*graph, tabuLength, false, tabuIterationsToRestart, measureTabuStop[i], tabuThreadsNumber);
|
||||||
|
|
||||||
|
routeLength = 0;
|
||||||
|
for(int j = 1; j < route.size(); j++)
|
||||||
|
routeLength += graph->getWeight(route.at(j - 1), route.at(j));
|
||||||
|
measureResults[i] += routeLength;
|
||||||
|
|
||||||
|
// Z dywersyfikacja
|
||||||
|
cout << "Pomiar " << measureTabuStop[i] << " [s] (" << krok + 1 << " z " << measureIterations << " z dywersyfikacja)..." << endl;
|
||||||
|
|
||||||
|
route = Graph::travellingSalesmanTabuSearch(*graph, tabuLength, true, tabuIterationsToRestart, measureTabuStop[i], tabuThreadsNumber);
|
||||||
|
|
||||||
|
routeLength = 0;
|
||||||
|
for(int j = 1; j < route.size(); j++)
|
||||||
|
routeLength += graph->getWeight(route.at(j - 1), route.at(j));
|
||||||
|
measureResultsDiv[i] += routeLength;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
cout << "Opracowywanie wynikow..." << endl;
|
||||||
|
|
||||||
|
for(int i = 0; i < measureNumber; i++)
|
||||||
|
{
|
||||||
|
measureResults[i] = nearbyint(measureResults[i] / measureIterations);
|
||||||
|
measureResultsDiv[i] = nearbyint(measureResultsDiv[i] / measureIterations);
|
||||||
|
}
|
||||||
|
|
||||||
|
cout << "Zapis wynikow..." << endl;
|
||||||
|
|
||||||
|
ofstream salesmanToFile;
|
||||||
|
salesmanToFile.open("wyniki-komiwojazer-ts.txt");
|
||||||
|
salesmanToFile << "czas - bez dywersyfikacji - z dywersyfikacja" << endl;
|
||||||
|
for(int i = 0; i < measureNumber; i++)
|
||||||
|
{
|
||||||
|
salesmanToFile << measureTabuStop[i] << " [s]: " << (int)measureResults[i] << ' ' << (int)measureResultsDiv[i] << endl;
|
||||||
|
}
|
||||||
|
salesmanToFile.close();
|
||||||
|
|
||||||
|
cout << "Gotowe!" << endl;
|
||||||
|
cout << endl;
|
||||||
|
}
|
||||||
|
else
|
||||||
|
{
|
||||||
|
cout << "+++ MELON MELON MELON +++ Brak zaladowanych danych +++" << endl;
|
||||||
|
cout << endl;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
break;
|
||||||
|
case 10:
|
||||||
|
{
|
||||||
|
// Jan Potocki 2017
|
||||||
|
string filename, fileInput;
|
||||||
|
ifstream salesmanDataFile;
|
||||||
|
|
||||||
|
cout << "Podaj nazwe pliku: ";
|
||||||
|
cin >> filename;
|
||||||
|
|
||||||
|
salesmanDataFile.open(filename.c_str());
|
||||||
|
if(salesmanDataFile.is_open())
|
||||||
|
{
|
||||||
|
do
|
||||||
|
salesmanDataFile >> fileInput;
|
||||||
|
while(fileInput != "DIMENSION:");
|
||||||
|
|
||||||
|
salesmanDataFile >> fileInput;
|
||||||
|
int vertex = stoi(fileInput);
|
||||||
|
|
||||||
|
do
|
||||||
|
salesmanDataFile >> fileInput;
|
||||||
|
while(fileInput != "EDGE_WEIGHT_FORMAT:");
|
||||||
|
|
||||||
|
salesmanDataFile >> fileInput;
|
||||||
|
if(fileInput == "FULL_MATRIX")
|
||||||
|
{
|
||||||
|
if(graph != NULL)
|
||||||
|
delete graph;
|
||||||
|
|
||||||
|
if(useListGraph)
|
||||||
|
graph = new ListGraph(vertex);
|
||||||
|
else
|
||||||
|
graph = new ArrayGraph(vertex);
|
||||||
|
|
||||||
|
do
|
||||||
|
salesmanDataFile >> fileInput;
|
||||||
|
while(fileInput != "EDGE_WEIGHT_SECTION");
|
||||||
|
|
||||||
|
for(int i = 0; i < vertex; i++)
|
||||||
|
{
|
||||||
|
for(int j = 0; j < vertex; j++)
|
||||||
|
{
|
||||||
|
salesmanDataFile >> fileInput;
|
||||||
|
int weight = stoi(fileInput);
|
||||||
|
|
||||||
|
if(i != j)
|
||||||
|
graph->addEdge(i, j, weight);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
cout << "Wczytano - liczba wierzcholkow: " << vertex << endl;
|
||||||
|
cout << endl;
|
||||||
|
}
|
||||||
|
else
|
||||||
|
{
|
||||||
|
cout << "+++ MELON MELON MELON +++ Nieobslugiwany format " << fileInput << " +++" << endl;
|
||||||
|
cout << endl;
|
||||||
|
}
|
||||||
|
|
||||||
|
salesmanDataFile.close();
|
||||||
|
}
|
||||||
|
else
|
||||||
|
{
|
||||||
|
cout << "+++ MELON MELON MELON +++ Brak pliku " << filename << " +++" << endl;
|
||||||
|
cout << endl;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
break;
|
||||||
|
case 11:
|
||||||
|
{
|
||||||
|
// Jan Potocki 2017
|
||||||
|
string filename, fileInput;
|
||||||
|
vector<float> xCoord, yCoord;
|
||||||
|
ifstream salesmanDataFile;
|
||||||
|
|
||||||
|
cout << "Podaj nazwe pliku: ";
|
||||||
|
cin >> filename;
|
||||||
|
|
||||||
|
salesmanDataFile.open(filename.c_str());
|
||||||
|
if(salesmanDataFile.is_open())
|
||||||
|
{
|
||||||
|
do
|
||||||
|
salesmanDataFile >> fileInput;
|
||||||
|
while(fileInput != "DIMENSION:");
|
||||||
|
|
||||||
|
salesmanDataFile >> fileInput;
|
||||||
|
int vertex = stoi(fileInput);
|
||||||
|
|
||||||
|
do
|
||||||
|
salesmanDataFile >> fileInput;
|
||||||
|
while(fileInput != "EDGE_WEIGHT_TYPE:");
|
||||||
|
|
||||||
|
salesmanDataFile >> fileInput;
|
||||||
|
if(fileInput == "EUC_2D")
|
||||||
|
{
|
||||||
|
if(graph != NULL)
|
||||||
|
delete graph;
|
||||||
|
|
||||||
|
if(useListGraph)
|
||||||
|
graph = new ListGraph(vertex);
|
||||||
|
else
|
||||||
|
graph = new ArrayGraph(vertex);
|
||||||
|
|
||||||
|
do
|
||||||
|
salesmanDataFile >> fileInput;
|
||||||
|
while(fileInput != "NODE_COORD_SECTION");
|
||||||
|
|
||||||
|
for(int i = 0; i < vertex; i++)
|
||||||
|
{
|
||||||
|
salesmanDataFile >> fileInput;
|
||||||
|
|
||||||
|
salesmanDataFile >> fileInput;
|
||||||
|
xCoord.push_back(stof(fileInput));
|
||||||
|
|
||||||
|
salesmanDataFile >> fileInput;
|
||||||
|
yCoord.push_back(stof(fileInput));
|
||||||
|
}
|
||||||
|
|
||||||
|
// To daloby sie zrobic optymalniej (macierz symetryczna), ale nie chce mi sie ...
|
||||||
|
// ..wole zoptymalizować czas programowania ;-)
|
||||||
|
for(int i = 0; i < vertex; i++)
|
||||||
|
{
|
||||||
|
for(int j = 0; j < vertex; j++)
|
||||||
|
{
|
||||||
|
if(i != j)
|
||||||
|
{
|
||||||
|
float xDiff = xCoord.at(i) - xCoord.at(j);
|
||||||
|
float yDiff = yCoord.at(i) - yCoord.at(j);
|
||||||
|
int weight = nearbyint(sqrt(xDiff * xDiff + yDiff * yDiff));
|
||||||
|
|
||||||
|
graph->addEdge(i, j, weight);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
cout << "Wczytano - liczba wierzcholkow: " << vertex << endl;
|
||||||
|
cout << endl;
|
||||||
|
}
|
||||||
|
else
|
||||||
|
{
|
||||||
|
cout << "+++ MELON MELON MELON +++ Nieobslugiwany format " << fileInput << " +++" << endl;
|
||||||
|
cout << endl;
|
||||||
|
}
|
||||||
|
|
||||||
|
salesmanDataFile.close();
|
||||||
|
}
|
||||||
|
else
|
||||||
|
{
|
||||||
|
cout << "+++ MELON MELON MELON +++ Brak pliku " << filename << " +++" << endl;
|
||||||
|
cout << endl;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
break;
|
||||||
|
case 0:
|
||||||
|
{
|
||||||
|
}
|
||||||
|
break;
|
||||||
|
default:
|
||||||
|
{
|
||||||
|
cout << "Nieprawidlowy wybor" << endl;
|
||||||
|
cout << endl;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
} while(salesmanSelection != 0);
|
||||||
|
|
||||||
|
if(graph != NULL)
|
||||||
|
delete graph;
|
||||||
|
|
||||||
|
cout << "Konczenie..." << endl;
|
||||||
|
// Easter egg :-P
|
||||||
|
cout << '"' << "Myslak Stibbons niepokoil sie HEX-em." << endl;
|
||||||
|
cout << "Nie wiedzial, jak dziala, chociaz wszyscy uwazali, ze wie." << endl;
|
||||||
|
cout << "Oczywiscie, calkiem niezle orientowal sie w niektorych elementach;" << endl;
|
||||||
|
cout << "byl tez pewien, ze HEX mysli o problemach, przeksztalcajac je" << endl;
|
||||||
|
cout << "w liczby i mielac ..." << '"' << endl;
|
||||||
|
cout << "(Terry Pratchett, " << '"' << "Wiedzmikolaj" << '"' << ", tlumaczenie Piotr Cholewa)" << endl;
|
||||||
|
cout << endl;
|
||||||
|
|
||||||
|
return 0;
|
||||||
|
}
|
||||||
Binary file not shown.
Reference in New Issue
Block a user