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db5565c1ae
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261e49b329
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e13806a179 |
@ -4,6 +4,7 @@ package Assignments.A1;
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import Assignments.A1.models.Board;
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import Assignments.A1.models.BoardGenerator;
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import Assignments.A1.solving_algorithms.BFS;
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import Assignments.A1.solving_algorithms.DFS;
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import java.util.ArrayList;
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@ -28,12 +29,12 @@ public class Driver {
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int successes = 0;
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for (int run = 0; run < 100; run++) {
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Board board = BoardGenerator.generateBoard();
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DFS solver = new DFS();
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// DFS solver = new DFS();
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BFS solver = new BFS();
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Date start = new Date();
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Board result = solver.dfs(board,0);
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Board result = solver.traverse(board);
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Date end = new Date();
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if (result != null) {
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System.out.println("solved");
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long runtime = end.getTime() - start.getTime();
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timer.add(runtime);
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successes++;
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103
src/Assignments/A1/performance_stats/BFS.txt
Normal file
103
src/Assignments/A1/performance_stats/BFS.txt
Normal file
@ -0,0 +1,103 @@
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Run from #e13806a1: (Time in Milliseconds)
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Run 1: 279
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Run 2: 280
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Run 3: 159
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Run 4: 178
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Run 5: 165
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Run 6: 249
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Run 7: 229
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Run 8: 138
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Run 9: 147
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Run 10: 135
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Run 11: 151
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Run 12: 130
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Run 13: 140
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Run 14: 132
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Run 15: 142
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Run 16: 131
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Run 17: 146
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Run 18: 139
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Run 19: 145
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Run 20: 143
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Run 21: 150
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Run 22: 154
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Run 23: 146
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Run 24: 148
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Run 25: 144
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Run 26: 142
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Run 27: 148
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Run 28: 152
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Run 29: 128
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Run 30: 140
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Run 31: 130
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Run 32: 160
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Run 33: 131
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Run 34: 143
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Run 35: 134
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Run 36: 147
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Run 37: 195
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Run 38: 204
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Run 39: 142
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Run 40: 151
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Run 41: 149
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Run 42: 133
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Run 43: 143
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Run 44: 148
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Run 45: 146
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Run 46: 143
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Run 47: 129
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Run 48: 143
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Run 49: 151
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Run 50: 141
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Run 51: 144
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Run 52: 133
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Run 53: 145
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Run 54: 140
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Run 55: 140
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Run 56: 147
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Run 57: 131
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Run 58: 145
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Run 59: 139
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Run 60: 146
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Run 61: 147
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Run 62: 126
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Run 63: 151
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Run 64: 131
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Run 65: 141
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Run 66: 146
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Run 67: 133
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Run 68: 143
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Run 69: 130
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Run 70: 149
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Run 71: 145
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Run 72: 140
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Run 73: 145
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Run 74: 130
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Run 75: 140
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Run 76: 159
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Run 77: 148
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Run 78: 150
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Run 79: 127
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Run 80: 146
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Run 81: 144
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Run 82: 140
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Run 83: 140
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Run 84: 129
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Run 85: 145
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Run 86: 137
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Run 87: 145
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Run 88: 144
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Run 89: 127
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Run 90: 140
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Run 91: 131
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Run 92: 153
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Run 93: 137
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Run 94: 133
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Run 95: 144
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Run 96: 128
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Run 97: 149
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Run 98: 150
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Run 99: 145
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Run 100: 144
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Average Runtime: 148
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Number of successful solves: 100/100
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@ -11,4 +11,4 @@ public class Parameters {
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/* Used to prevent DFS from going down only 1 branch */
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public static final int MAX_DEPTH = 100; // Max number of moves in 8-Puzzle's are 31 moves if solvable.
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}
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}
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@ -1,7 +1,94 @@
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package Assignments.A1.solving_algorithms;
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import Assignments.A1.models.Board;
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import Assignments.A1.models.Move;
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import java.util.HashSet;
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import java.util.List;
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import java.util.PriorityQueue;
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public class BFS {
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private final Board solved = new Board();
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private final HashSet<Board> visited = new HashSet<>();
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/* Checking out new Branch for BFS Development to prevent harm to DFS existing algorithm. */
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public Board traverse(Board root) {
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PriorityQueue<BoardNode> boards = new PriorityQueue<>();
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boards.add(new BoardNode(root));
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BoardNode node = null;
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while (!boards.isEmpty()) {
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node = boards.poll();
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if (visited.contains(node.board)) {
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continue;
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}
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visited.add(node.board);
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List<Move> children = node.board.getMoves();
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for (Move move : children) {
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Board child = new Board(node.board);
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child.swap(move);
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boards.add(new BoardNode(child));
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}
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}
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return node.board;
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}
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}
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class BoardNode implements Comparable<BoardNode> {
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public int heuristic;
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public Board board;
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public BoardNode(Board board) {
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this.heuristic = this.getCost(board);
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this.board = board;
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}
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private int getCost(Board board) {
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int cost = 0;
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for (int i = 0; i < 9; i++) {
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int currValue = board.getPiece(i);
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cost += Math.abs(i - this.idealIndex(i));
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}
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return cost;
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}
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private int idealIndex(int value) {
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int result = -1;
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switch(value) {
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case 0:
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result = 4;
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break;
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case 1:
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result = 0;
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break;
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case 2:
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result = 1;
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break;
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case 3:
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result = 2;
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break;
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case 4:
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result = 5;
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break;
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case 5:
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result = 8;
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break;
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case 6:
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result = 7;
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break;
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case 7:
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result = 6;
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break;
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case 8:
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result = 3;
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break;
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}
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return result;
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}
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@Override
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public int compareTo(BoardNode o) {
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return Integer.compare(this.heuristic, o.heuristic);
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}
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}
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