Created
February 26, 2014 09:11
-
-
Save pradeep1288/9226262 to your computer and use it in GitHub Desktop.
Assignment 2 - AI
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
import java.io.BufferedReader; | |
import java.io.FileReader; | |
import java.io.IOException; | |
import java.io.PrintWriter; | |
import java.util.*; | |
/** | |
* Created with IntelliJ IDEA. | |
* User: pradeepnayak | |
* Date: 23/02/14 | |
* Time: 3:45 PM | |
* To change this template use File | Settings | File Templates. | |
*/ | |
public class tsp { | |
private static ArrayList<Cell> maze = new ArrayList<Cell>(); | |
//note all checkpoints and positions | |
private static int ROW_MAX, COL_MAX; | |
public static void main(String[] args) throws IOException{ | |
int taskNumber = Integer.parseInt(args[1]); | |
if (taskNumber == 1) | |
buildShortestPathGraph(args); | |
else | |
{ | |
buildShortestPathGraph(args); | |
findShortestPath(args); | |
} | |
} | |
private static void buildShortestPathGraph(String... args) throws IOException | |
{ | |
//first build the maze | |
BufferedReader inputFile = new BufferedReader(new FileReader(args[3])); | |
Maze maze = new Maze(inputFile); | |
//get all the checkpoints | |
Character [] checkpoints = maze.returnCheckpointNames(); | |
for (int i = 0;i<checkpoints.length;i++) | |
{ | |
for (int j = i+1;j<checkpoints.length;j++) | |
{ | |
System.out.println("from \'" + checkpoints[i] + "\' to \'" + checkpoints[j]+ "\'"); | |
System.out.println("---------------------------------------------"); | |
System.out.println("x,y,g,h,f"); | |
Maze tmpMaze = new Maze (maze); | |
Map <Character, Cell> myMap = tmpMaze.returnCheckpoints(); | |
Cell startCell = new Cell (myMap.get(checkpoints[i])); | |
Cell goalCell = new Cell (myMap.get(checkpoints[j])); | |
AStar(startCell,goalCell,tmpMaze); | |
System.out.println("---------------------------------------------"); | |
} | |
} | |
} | |
/* | |
The A* algorithm is adapted from : http://en.wikipedia.org/wiki/A*_search_algorithm | |
*/ | |
private static void AStar(Cell startCell, Cell goalCell, Maze maze) | |
{ | |
List<Cell> visited = new ArrayList<Cell>(); | |
startCell.g_score = 0; | |
startCell.f_score = startCell.g_score + tsp.manhattanDistacne(startCell,goalCell); | |
PriorityQueue<Cell> openset = new PriorityQueue<Cell>(1, new Comparator<Cell>() { | |
@Override | |
public int compare(Cell o1, Cell o2) { | |
if (o1.f_score == o2.f_score) | |
{ | |
if (o1.row != o2.row) | |
return (o1.row - o2.row); | |
else | |
return (o1.col - o2.col); | |
} | |
return (o1.f_score - o2.f_score); | |
} | |
}); | |
openset.add(startCell); | |
while (!openset.isEmpty()) | |
{ | |
Cell current = openset.poll(); | |
System.out.println(current.col + "," + current.row + "," + current.g_score + "," + tsp.manhattanDistacne(current,goalCell) + "," + current.f_score); | |
if (current.name.equals(goalCell.name)) { | |
break; | |
} | |
visited.add(current); | |
current.setVisited(); | |
List<Cell> neighbours = current.getNeighbours(maze,goalCell); | |
for(Cell n: neighbours) | |
{ | |
if (visited.contains(n) || n.isVistited()) | |
continue; | |
int tentative_g_score = current.g_score + tsp.manhattanDistacne(current,n); | |
if (!openset.contains(n) || tentative_g_score < n.g_score) | |
{ | |
n.g_score = tentative_g_score; | |
n.f_score = n.g_score + tsp.manhattanDistacne(n,goalCell); | |
if (!openset.contains(n)) | |
{ | |
openset.add(n); | |
} | |
} | |
} | |
} | |
} | |
private static void readInputFile(BufferedReader inputFile) throws IOException | |
{ | |
} | |
private static void findShortestPath(String... args) throws IOException | |
{ | |
} | |
public static int manhattanDistacne (Cell start, Cell end) | |
{ | |
int distance = Math.abs(start.row-end.row) + Math.abs(start.col-end.col); | |
return distance; | |
} | |
} | |
class Cell { | |
public int row, col; | |
private boolean visited; | |
Character name; | |
public int f_score, g_score; | |
public Cell(Cell newCell) | |
{ | |
this.row = newCell.row; | |
this.col = newCell.col; | |
this.name = newCell.name; | |
this.f_score = newCell.f_score; | |
this.g_score = newCell.g_score; | |
this.visited = newCell.visited; | |
} | |
Cell(int row, int col, Character name) | |
{ | |
this.row = row; | |
this.col = col; | |
this.name = name; | |
this.visited = false; | |
} | |
public boolean isVistited() | |
{ | |
return this.visited; | |
} | |
public void setVisited() | |
{ | |
this.visited = true; | |
} | |
public void unsetAllFields() | |
{ | |
this.f_score = 0; | |
this.g_score = 0; | |
this.visited = false; | |
} | |
public boolean isWall() | |
{ | |
if (this.name == '*') | |
return true; | |
else | |
return false; | |
} | |
public List<Cell> getNeighbours(Maze maze, Cell goalCell){ | |
List<Cell> neighbours = new ArrayList<Cell>(); | |
Cell right = maze.returnCell(this.row , this.col + 1); | |
Cell left = maze.returnCell(this.row, this.col - 1); | |
Cell up = maze.returnCell(this.row - 1, this.col); | |
Cell down = maze.returnCell(this.row +1 , this.col); | |
if (up!=null && !up.isVistited() && !up.isWall()) | |
neighbours.add(up); | |
if (left!=null && !left.isVistited() && !left.isWall()) | |
neighbours.add(left); | |
if (right!=null && !right.isVistited() && !right.isWall()) | |
neighbours.add(right); | |
if (down!=null && !down.isVistited() && !down.isWall()) | |
neighbours.add(down); | |
return neighbours; | |
} | |
} | |
class Maze { | |
private ArrayList<Cell> mymaze = new ArrayList<Cell>(); | |
public int ROW_MAX, COL_MAX; | |
private HashMap <Character,Cell> checkpoints = new HashMap <Character, Cell>(); | |
public Maze (Maze newMaze) | |
{ | |
this.mymaze = new ArrayList<Cell>(newMaze.mymaze); | |
this.ROW_MAX = newMaze.ROW_MAX; | |
this.COL_MAX = newMaze.COL_MAX; | |
this.checkpoints = new HashMap<Character, Cell>(newMaze.checkpoints); | |
for(Cell m : this.mymaze) | |
{ | |
m.unsetAllFields(); | |
} | |
} | |
Maze(BufferedReader inputFile) throws IOException | |
{ | |
String str = null; | |
int j = 0; | |
while ((str = inputFile.readLine()) !=null) | |
{ | |
for (int i=0;i<str.length();i++) | |
{ | |
this.mymaze.add(new Cell(j,i,str.charAt(i))); | |
if (str.charAt(i)!= '*' && str.charAt(i)!= ' ') | |
{ | |
this.checkpoints.put(str.charAt(i),new Cell(j,i,str.charAt(i))); | |
} | |
COL_MAX = i; | |
} | |
j++; | |
} | |
ROW_MAX = j; | |
} | |
public Cell returnCell(int x, int y) | |
{ | |
for(Cell cell: mymaze) | |
{ | |
if (cell.row == x && cell.col == y) | |
{ | |
return cell; | |
} | |
} | |
return null; | |
} | |
public Character[] returnCheckpointNames() | |
{ | |
Map myMap = this.checkpoints; | |
Character [] result = this.checkpoints.keySet().toArray(new Character[this.checkpoints.keySet().size()]); | |
Arrays.sort(result); | |
return result; | |
} | |
public HashMap<Character, Cell> returnCheckpoints() | |
{ | |
return this.checkpoints; | |
} | |
} |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment