TravellingSalesAlg.java 13 KB

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  1. package pathgame.algorithm;
  2. import pathgame.gameplay.Player;
  3. import pathgame.logging.Logger;
  4. import pathgame.tilemap.TileMap;
  5. import java.util.ArrayList;
  6. import java.util.Collections;
  7. public class TravellingSalesAlg {
  8. public static int calcSalesPathLen(TileMap map, Player player) {
  9. DijkstraMagic dijkstra = new DijkstraMagic(map, player);
  10. ArrayList<ArrayList<SaleRoute>> salesPitch = dijkstra.getSalesPitch();
  11. //make minimum spanning tree
  12. ArrayList<TreeEdge> MSTree = makeMSTree(salesPitch);
  13. //find pairs-shortest path for verteces with odd degree and add those edges to MSTree
  14. ArrayList<TreeEdge> oddDegEdges = makeOddDegEdges(MSTree, salesPitch);
  15. MSTree.addAll(oddDegEdges);
  16. //finde euler tour
  17. ArrayList<Integer> eulerTour = getEulerTour(MSTree);
  18. //cut short
  19. cutShort(eulerTour);
  20. Logger.onAlgoDone(salesPitch, eulerTour);
  21. //calculate the total weight of the tour using the edge table (salesPitch)
  22. int tourWeight = calcTourWeight(eulerTour, salesPitch);
  23. System.out.println("min cost: " + tourWeight);
  24. return tourWeight;
  25. //brute force
  26. //return bruteForce(salesPitch);
  27. }
  28. private static int calcTourWeight(ArrayList<Integer> tour, ArrayList<ArrayList<SaleRoute>> salesPitch) {
  29. int totalWeight = 0;
  30. for(int i = 0; i < tour.size()-1; i++) {
  31. int startNode, endNode;
  32. if(tour.get(i) < tour.get(i+1)) {
  33. startNode = tour.get(i);
  34. endNode = tour.get(i+1) - startNode - 1;
  35. }
  36. else {
  37. startNode = tour.get(i+1);
  38. endNode = tour.get(i) - startNode - 1;
  39. }
  40. totalWeight += salesPitch.get(startNode).get(endNode).getTotalCost();
  41. }
  42. return totalWeight;
  43. }
  44. private static void cutShort(ArrayList<Integer> eulerTour) {
  45. int counter = 2;
  46. while(counter < eulerTour.size()-1) {
  47. int current = eulerTour.get(counter);
  48. boolean found = false;
  49. for(int i = 0; i < counter; i++) {
  50. if(eulerTour.get(i) == current) {
  51. found = true;
  52. break;
  53. }
  54. }
  55. if(found) {
  56. eulerTour.remove(counter);
  57. }
  58. else {
  59. counter++;
  60. }
  61. }
  62. }
  63. private static ArrayList<Integer> getEulerTour(ArrayList<TreeEdge> graph) {
  64. ArrayList<Integer> tour = new ArrayList<>();
  65. while (graph.size() > 0) {
  66. if(tour.size() == 0) {
  67. tour = getSubtour(graph, graph.get(0).getSrc());
  68. }
  69. else {
  70. int start = -1;
  71. for(int e = 0; e < graph.size(); e++) {
  72. TreeEdge edge = graph.get(e);
  73. for(int tp = 0; tp < tour.size(); tp++) {
  74. if(edge.getSrc() == tour.get(tp)) {
  75. start = edge.getSrc();
  76. break;
  77. }
  78. else if(edge.getDest() == tour.get(tp)) {
  79. start = edge.getDest();
  80. break;
  81. }
  82. }
  83. if(start!= -1) {
  84. break;
  85. }
  86. }
  87. ArrayList<Integer> subTour = getSubtour(graph, start);
  88. mergeTours(tour, subTour);
  89. }
  90. }
  91. return tour;
  92. }
  93. private static ArrayList<Integer> getSubtour(ArrayList<TreeEdge> graph, int start) {
  94. ArrayList<Integer> tour = new ArrayList<>();
  95. tour.add(start);
  96. int pos = nextTourEdgePos(graph, start);
  97. int next = graph.get(pos).getOtherVertex(start);
  98. graph.remove(pos);
  99. tour.add(next);
  100. while (next != start) {
  101. pos = nextTourEdgePos(graph, next);
  102. next = graph.get(pos).getOtherVertex(next);
  103. graph.remove(pos);
  104. tour.add(next);
  105. }
  106. return tour;
  107. }
  108. private static int nextTourEdgePos(ArrayList<TreeEdge> graph, int vertex) {
  109. for(int i = 0; i < graph.size(); i++) {
  110. if(graph.get(i).getSrc() == vertex || graph.get(i).getDest() == vertex) {
  111. return i;
  112. }
  113. }
  114. return -1;
  115. }
  116. private static void mergeTours(ArrayList<Integer> tour, ArrayList<Integer> subTour) {
  117. int mergeTo = subTour.get(0);
  118. int mergePos = -1;
  119. for(int i = 0; i < tour.size(); i++) {
  120. if (tour.get(i) == mergeTo) {
  121. mergePos = i;
  122. }
  123. }
  124. for(int i = subTour.size()-1; i > 0; i--) {
  125. tour.add(mergePos+1, subTour.get(i));
  126. }
  127. }
  128. private static ArrayList<TreeEdge> makeOddDegEdges(ArrayList<TreeEdge> msTree, ArrayList<ArrayList<SaleRoute>> salesPitch) {
  129. int numOfEdges[] = new int[salesPitch.size()];
  130. for (int i = 0; i < msTree.size(); i++) {
  131. numOfEdges[msTree.get(i).getSrc()]++;
  132. numOfEdges[msTree.get(i).getDest()]++;
  133. }
  134. OddDegreeList oddDegs = new OddDegreeList();
  135. for (int i = 0; i < numOfEdges.length; i++) {
  136. //System.out.println(numOfEdges[i]);
  137. if (numOfEdges[i] % 2 == 1) {
  138. oddDegs.add(i);
  139. }
  140. }
  141. Permutation permut = new Permutation(oddDegs.size(), 2);
  142. calcPairShortest(oddDegs, salesPitch, permut, 0, 0);
  143. permut.makePermutMinimal();
  144. //System.out.println(permut.tempCounter1);
  145. //System.out.println(permut.tempCounter2);
  146. //System.out.println("min cost: " + permut.getMinCost());
  147. //permut.printPermut();
  148. ArrayList<TreeEdge> oddEdges = new ArrayList<>();
  149. oddDegs.resetUsed();
  150. for(int i = 0; i < permut.size(); i++) {
  151. int offSet = permut.getValAtPos(i);
  152. addOddEdge(oddEdges, oddDegs, salesPitch, offSet);
  153. }
  154. addOddEdge(oddEdges, oddDegs, salesPitch, 0);
  155. return oddEdges;
  156. }
  157. private static void addOddEdge(ArrayList<TreeEdge> oddEdges, OddDegreeList oddDegs, ArrayList<ArrayList<SaleRoute>> salesPitch, int offSet) {
  158. int orig = oddDegs.getUnused(0);
  159. oddDegs.makeOffsetUsed(0);
  160. int dest = oddDegs.getUnused(offSet);
  161. oddDegs.makeOffsetUsed(offSet);
  162. oddEdges.add(new TreeEdge(orig, dest, salesPitch.get(orig).get(dest - orig - 1).getTotalCost()));
  163. }
  164. private static void calcPairShortest(OddDegreeList oddDegs, ArrayList<ArrayList<SaleRoute>> salesPitch, Permutation permut, int permutPos, int costSoFar) {
  165. while(true) {
  166. int offSet;
  167. if(permutPos == permut.size()) {
  168. offSet = 0;
  169. }
  170. else {
  171. offSet = permut.getValAtPos(permutPos);
  172. }
  173. int orig = oddDegs.getUnused(0);
  174. int dest = oddDegs.getUnused(1 + offSet);
  175. int edgeWeight = salesPitch.get(orig).get(dest - orig - 1).getTotalCost();
  176. int newCost = costSoFar + edgeWeight;
  177. //permut.tempCounter1++;
  178. /*System.out.println();
  179. System.out.println("permut pos: " + permutPos);
  180. System.out.println(orig + " : " + dest);
  181. System.out.println("newCost: " + newCost);
  182. permut.printPermut();*/
  183. if(newCost < permut.getMinCost()) {
  184. if(permutPos == permut.size()) {
  185. permut.setMinCost(newCost);
  186. /*System.out.println();
  187. System.out.println("!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!");
  188. System.out.println("New Min: " + newCost);
  189. System.out.println("!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!");*/
  190. }
  191. else {
  192. int used1 = oddDegs.makeOffsetUsed(0);
  193. int used2 = oddDegs.makeOffsetUsed(offSet);
  194. calcPairShortest(oddDegs, salesPitch, permut, permutPos+1, costSoFar+edgeWeight);
  195. oddDegs.makeUnused(used1);
  196. oddDegs.makeUnused(used2);
  197. }
  198. }
  199. if(permutPos == permut.size()) {
  200. //permut.tempCounter2++;
  201. break;
  202. }
  203. if(permut.isPosAtMax(permutPos)) {
  204. break;
  205. }
  206. permut.increaseAtPos(permutPos);
  207. }
  208. }
  209. public static ArrayList<TreeEdge> makeMSTree(ArrayList<ArrayList<SaleRoute>> salesPitch) {
  210. ArrayList<TreeEdge> allEdges = new ArrayList<>();
  211. ArrayList<TreeEdge> msTree = new ArrayList<>();
  212. int vertNum = salesPitch.size();
  213. for (int orig = 0; orig < salesPitch.size(); orig++) {
  214. for (int dest = 0; dest < salesPitch.get(orig).size(); dest++) {
  215. allEdges.add(new TreeEdge(orig, dest + 1 + orig, salesPitch.get(orig).get(dest).getTotalCost()));
  216. //System.out.println(edge.getSrc() + " " + edge.getDest() + " " + edge.getWeight());
  217. //System.out.println(salesPitch.get(orig).get(dest).getTotalCost());
  218. }
  219. }
  220. //System.out.println(vertNum);
  221. Collections.sort(allEdges);
  222. while (msTree.size() < vertNum - 1) {
  223. if (notCycle(msTree, allEdges.get(0))) {
  224. msTree.add(allEdges.get(0));
  225. //System.out.println(allEdges.get(0).getSrc() + " " + allEdges.get(0).getDest() + " " + allEdges.get(0).getWeight());
  226. }
  227. allEdges.remove(0);
  228. }
  229. return msTree;
  230. }
  231. private static void qEdges(ArrayList<TreeEdge> tree, ArrayList<TreeEdge> edgeQ, int vertex) {
  232. for(int i = 0; i < tree.size(); i++) {
  233. TreeEdge edge = tree.get(i);
  234. if(edge.getSrc() == vertex || edge.getDest() == vertex) {
  235. if(!edge.isChecked()) {
  236. edgeQ.add(edge);
  237. //System.out.println("src: " + edge.getSrc() + "; dest: " + edge.getDest());
  238. edge.setChecked(true);
  239. }
  240. }
  241. }
  242. }
  243. private static boolean notCycle(ArrayList<TreeEdge> tree, TreeEdge additon) {
  244. ArrayList<TreeEdge> edgeQ = new ArrayList<>();
  245. int dest = additon.getDest();
  246. resetEdges(tree);
  247. qEdges(tree, edgeQ, additon.getSrc());
  248. while(edgeQ.size() > 0) {
  249. TreeEdge edge = edgeQ.get(0);
  250. edgeQ.remove(0);
  251. if(edge.getSrc() == dest || edge.getDest() == dest) {
  252. return false;
  253. }
  254. else {
  255. qEdges(tree, edgeQ, edge.getSrc());
  256. qEdges(tree, edgeQ, edge.getDest());
  257. }
  258. }
  259. return true;
  260. }
  261. private static void resetEdges(ArrayList<TreeEdge> tree) {
  262. for(int i = 0; i < tree.size(); i++) {
  263. tree.get(i).setChecked(false);
  264. }
  265. }
  266. /*private static int bruteForce(ArrayList<ArrayList<SaleRoute>> salesPitch) {
  267. Permutation permutation = new Permutation(salesPitch.size(), 1);
  268. OddDegreeList nodeList = new OddDegreeList();
  269. for(int i = 0; i < salesPitch.size()+1; i++) {
  270. nodeList.add(i);
  271. }
  272. while(!permutation.isOverFlowing()) {
  273. int newSum = bruteSumPermut(permutation, salesPitch, nodeList);
  274. if(newSum < permutation.getMinCost()) {
  275. permutation.setMinCost(newSum);
  276. }
  277. /*permutation.printPermut();
  278. System.out.println(newSum);
  279. System.out.println();*/
  280. /*permutation.increaseLowest();
  281. }
  282. permutation.makePermutMinimal();
  283. permutation.printPermut();
  284. System.out.println("min cost: " + permutation.getMinCost());
  285. return 0;
  286. }
  287. private static int bruteSumPermut(Permutation permutation, ArrayList<ArrayList<SaleRoute>> salesPitch, OddDegreeList nodeList) {
  288. int sum = 0;
  289. nodeList.resetUsed();
  290. int first = -1;
  291. int last = -1;
  292. for(int i = 0; i < permutation.size(); i++) {
  293. int pos = nodeList.getUnused(permutation.getValAtPos(i));
  294. //System.out.println("pos: " + pos);
  295. if(first == -1) {
  296. first = pos;
  297. }
  298. else {
  299. //System.out.println(last + " - " + pos);
  300. sum += bruteWeight(last, pos, salesPitch);
  301. //System.out.println(sum);
  302. }
  303. last = pos;
  304. nodeList.makePosUsed(pos);
  305. }
  306. //System.out.println(last + " - " + nodeList.getUnused(0));
  307. int pos = nodeList.getUnused(0);
  308. sum += bruteWeight(last, pos, salesPitch);
  309. //System.out.println(pos + " - " + first);
  310. sum += bruteWeight(pos, first, salesPitch);
  311. return sum;
  312. }
  313. private static int bruteWeight(int first, int sec, ArrayList<ArrayList<SaleRoute>> salesPitch) {
  314. if(first < sec) {
  315. return salesPitch.get(first).get(sec-first-1).getTotalCost();
  316. }
  317. else {
  318. return salesPitch.get(sec).get(first-sec-1).getTotalCost();
  319. }
  320. }*/
  321. }