I seem to be having a problem understanding how to retrive the Shortest Path that is discovered by the Breadth First Search algorithm I am implementing. Currently the Algorithm works as it can find the exit of the maze if it can reach it. In another post someone mentioned keeping tack of the parent after a node is marked as visited. I have tried a simple implementation of trying to keep track of the parent by including a parent Point inside the Point structure but when i Mark the path on the Grid it marks all the paths it has traveresed so far, I believe I may have messed up the keeping track of the parent somehow.
Any one have any clue as to where I have gone wrong. Maybe I am missing something simple? The Code is included below as a reference.
The maze is a 2D integer Grid. Assume 1 is a wall and 0 is a movable path.
The Point class contains: Point Parent int x, y; and nothing more.
public Point BFS(int x, int y){
Queue<Point> Path = new Queue<>();
Path.enqueue(new Point(x,y));//push current on queue
Point Cur = Path.front();//make current point
//test code for recursive backcall of path
Cur.setParent(null);
//test code for recursive backcall of path
Point end = new Point(mWidth-2, mHeight-2);//set goal
while((!Path.isEmpty())){
Point old = Cur;
Cur = Path.dequeue();
Cur.setParent(old);
if(Cur.compareto(end)){
return Cur;//return Point then traverse up from here calling Cur.Parent to get path.
}
else if(Maze[Cur.getX()][Cur.getY()]==1){//Enque all possible paths
Maze[Cur.getX()][Cur.getY()] = 2;//mark as visitied
if(Cur.getX()-1>=0)
if(Maze[Cur.getX()-1][Cur.getY()]==1)
Path.enqueue(new Point(Cur.getX()-1,Cur.getY()));
if(Cur.getX()+1<mWidth)
if(Maze[Cur.getX()+1][Cur.getY()]==1)
Path.enqueue(new Point(Cur.getX()+1,Cur.getY()));
if(Cur.getY()-1>=0)
if(Maze[Cur.getX()][Cur.getY()-1]==1)
Path.enqueue(new Point(Cur.getX(),Cur.getY()-1));
if(Cur.getY()+1<mHeight)
if(Maze[Cur.getX()][Cur.getY()+1]==1)
Path.enqueue(new Point(Cur.getX(),Cur.getY()+1));
}
}
return null;
}
Looks like old
is no longer the parent after multiple iterations. You can set the parent when adding the point to the queue instead, for example:
Point next = new Point(Cur.getX()-1,Cur.getY());
next.setParent(Cur);
Path.enqueue(next);
Then when you find the end, you should be able to get the path back to the beginning by calling getParent() until it's null
.
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