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Travelling_Salesman_Algorithm.java
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/*
* Hunain Humail
* hunainhumail786@gmail.com
*/
import java.io.File;
import java.io.FileOutputStream;
import java.io.IOException;
import java.util.Arrays;
import java.util.ArrayList;
import java.util.Collections;
import java.util.List;
import java.util.Random;
import java.text.*;
public class GreedyTSP {
static ArrayList<Edge> edges = new ArrayList<Edge>();
static ArrayList<Edge> tourEdges = new ArrayList<Edge>();
static double greedyDistance = 0.0;
public static void main (String[] args) {
int n = 0;
long seed = 0;
DecimalFormat df = new DecimalFormat("0.00");
if (args.length != 2) {
System.out.println("Usage: java GreedyTSP n seed");
System.exit(0);
}
try {
n = Integer.parseInt(args[0]);
seed = Long.parseLong(args[1]);
}
catch (NumberFormatException e) {
System.out.println("Command line args must be integers");
System.exit(0);
}
if ((n < 1) || (n > 1013)) {
System.out.println("Number of vertices must be between 1 and 13");
System.exit(0);
}
// create graph, vertices, adjacency matrix, and paths
Graph g = new Graph(n, seed);
long startTime = System.currentTimeMillis();
// get graph edges with quicksort
double[][] adjMatrix = g.getAdjacencyMatrix();
edges = generateEdges(adjMatrix);
edges = quicksort(0, edges.size() - 1, edges);
// Begin Greedy TSP
ArrayList<Integer> visited = new ArrayList<Integer>();
visited = greedyTSP(edges, visited, 0);
visited.add(0);
// Create greedy graph based on results of TSP
double[][] greedyMatrix = generateGreedyMatrix(visited, adjMatrix);
// Gather edges that are used for tour and add up distance
for (int i = 0; i < edges.size(); i++) {
for (int j = 0; j < visited.size() - 1; j++) {
if (((visited.get(j) == edges.get(i).getLeft()) &&
(visited.get(j+1) == edges.get(i).getRight()))) {
if (edges.get(i).getRight() != edges.get(i).getLeft()) {
tourEdges.add(edges.get(i));
greedyDistance += edges.get(i).getDist();
}
}
}
}
long endTime = System.currentTimeMillis();
// Begin output
if (n <= 10) {
// Print vertices
System.out.println(g.getVerticesString(g.getVertices()));
// Print adjacency matrix
System.out.println("Adjacency matrix of graph weights:\n\n" + g.getMatrixString() + "\n");
// Print greedy graph
System.out.println("Greedy graph:\nAdjacency matrix of graph weights:\n");
for (int i = 0; i < greedyMatrix.length; i++) {
System.out.print(" " + i);
}
for (int i = 0; i < greedyMatrix.length; i++) {
System.out.print("\n\n" + i + " ");
for (int j = 0; j < greedyMatrix[i].length; j++) {
System.out.print(df.format(greedyMatrix[i][j]) + " ");
}
}
System.out.println("\n");
// Print out edges
for (int i = 0; i < tourEdges.size(); i++) {
System.out.println(tourEdges.get(i).toString());
}
}
// Print optimal path
System.out.print("\nDistance using greedy: " + df.format(greedyDistance) + " for path " );
for (int i = 0; i < visited.size(); i++) {
System.out.print(" " + visited.get(i));
}
System.out.println("\nRuntime for greedy TSP : " + (endTime - startTime) + " milliseconds");
}
public static ArrayList<Edge> generateEdges(double[][] matrix) {
ArrayList<Edge> edges = new ArrayList<Edge>();
for (int i = 0; i < matrix.length; i++) {
for (int j = 0; j < matrix[0].length; j++) {
edges.add(new Edge(i, j, matrix[i][j]));
}
}
return edges;
}
public static double[][] generateGreedyMatrix(ArrayList<Integer> visited, double[][] oldMatrix) {
int n = visited.size() - 1;
double[][] newMatrix = new double[n][n];
// row, column coordinates
int r, c = 0;
// add to the greedy matrix if and only if an edge is in the greedy path
for (int i = 0; i < visited.size() - 1; i++) {
r = visited.get(i);
c = visited.get(i+1);
newMatrix[r][c] = oldMatrix[r][c];
newMatrix[c][r] = oldMatrix[c][r];
}
return newMatrix;
}
// Based on http://www.vogella.com/articles/JavaAlgorithmsQuicksort/article.html
// and pseudocode from Roxanne Canosa
public static ArrayList<Edge> quicksort(int low, int high, ArrayList<Edge> edges) {
if (edges.size() <= 1) {
return edges;
}
// get a pivot element
int pivotIndex = low + (high-low) / 2;
Edge pivot = edges.get(pivotIndex);
int i = low, j = high;
// split into sublists
while (i <= j) {
// sort based on distance
// if distance ties, sort based on left vertex
// if distance + left ties, sort based on right vertex
while ((edges.get(i).getDist() < pivot.getDist()) ||
((edges.get(i).getDist() == pivot.getDist()) &&
(edges.get(i).getLeft() < pivot.getLeft())) ||
((edges.get(i).getDist() == pivot.getDist()) &&
(edges.get(i).getLeft() == pivot.getLeft()) &&
(edges.get(i).getRight() < pivot.getRight()))) {
i++;
}
while ((edges.get(j).getDist() > pivot.getDist()) ||
((edges.get(j).getDist() == pivot.getDist()) &&
(edges.get(j).getLeft() > pivot.getLeft())) ||
((edges.get(j).getDist() == pivot.getDist()) &&
(edges.get(j).getLeft() == pivot.getLeft()) &&
(edges.get(j).getRight() > pivot.getRight()))) {
j--;
}
// if a value on the left is larger and a value on the right is smaller, exchange them
// afterwards, adjust i and j again
if (i <= j) {
Edge temp = edges.get(i);
edges.set(i, edges.get(j));
edges.set(j, temp);
i++;
j--;
}
}
// sort sublists too
if (low < j) {
edges = quicksort(low, j, edges);
}
if (i < high) {
edges = quicksort(i, high, edges);
}
return edges;
}
public static ArrayList<Integer> greedyTSP(ArrayList<Edge> edges, ArrayList<Integer> visited, int current) {
visited.add(current);
for (int i = 0; i < edges.size(); i++) {
if ((edges.get(i).getLeft() == current) &&
(visited.contains(edges.get(i).getRight()) == false)) {
visited = greedyTSP(edges, visited, edges.get(i).getRight());
break;
}
else if ((edges.get(i).getRight() == current) &&
(visited.contains(edges.get(i).getLeft()) == false)) {
visited = greedyTSP(edges, visited, edges.get(i).getLeft());
break;
}
}
return visited;
}
}