/*
         * public functions
         */
        /// <summary>
        /// The core function; calls all valid auxiliary functions and returns the path (advanced features can be toggled)
        /// Includes a boolean toggle for use of advanced pathfinding functions
        /// </summary>
        /// <param name="map">The Map</param>
        /// <param name="start">The starting Cell</param>
        /// <param name="end">The ending Cell</param>
        /// <param name="advanced"> A boolean toggle for advanced functions</param>
        /// <returns>The path as a list of waypoints</returns>
        public static List<CellComponent> between(Map map, CellComponent start, CellComponent end, bool advanced)
        {
            // begin timing the operation
            DateTime startTime = DateTime.Now;

            // convert the given Cell-based data to Node-based data
            NodeMap nodeMap = new NodeMap(map);
            Node nodeStart = nodeMap.getNode(start.X, start.Y);
            Node nodeEnd = nodeMap.getNode(end.X, end.Y);

            // perform advanced pre-calculation tasks
            if (advanced)
            {
                // if the end Node is invalid, replace it with the nearest valid Node
                if (!nodeEnd.isValid)
                {
                    nodeEnd = Advanced.nearestValidEnd(nodeMap, nodeStart, nodeEnd);
                }
            }

            // find the path
            List<Node> nodePath = Basic.findPath(nodeMap, nodeStart, nodeEnd);

            // convert the path from List<Node> format back to List<Cell> format
            List<CellComponent> path = new List<CellComponent>(nodePath.Count);
            for (int i = 0; i < nodePath.Count; i++)
                path.Add(map.GetCellAt(nodePath[i].X, nodePath[i].Y));

            // grab and print path data
            float dist = (float)(nodePath[nodePath.Count - 1].Gscore);
            span = DateTime.Now - startTime;
            //printPath(path, dist);

            return path;
        }
        /*
         * public functions
         */
        /// <summary>
        /// A*, modified to find a nearest path in case of failure
        /// </summary>
        /// <param name="map">The Map</param>
        /// <param name="startNode">The starting Node</param>
        /// <param name="endNode">The ending Node</param>
        /// <returns>The path as a list of waypoints</returns>
        public static List<Node> findPath(NodeMap map, Node startNode, Node endNode)
        {
            // initialize data
            PQueue open = new PQueue();
            open.enqueue(startNode);
            List<Node> adjacentNodes = new List<Node>();

            // good ol' A*
            while (open.Count > 0)
            {
                // find the open Node with the lowest Fscore and remove it from the open PQueue
                Node current = open.dequeue();

                // if this is our destination Node, we're done; otherwise, close it so we don't travel to it again
                if (current == endNode)
                    return reconstruct(endNode);
                current.close();

                // find every valid Node adjacent to the current Node
                adjacentNodes = map.getAdjacentNodes(current);

                // iterate over all of them
                for (int i = 0; i < adjacentNodes.Count; i++)
                {
                    // grab an adjacent Node and calculate a new GScore and HScore for it
                    Node adjacent = adjacentNodes[i];
                    int tempGScore = current.Gscore + map.pathDistance(current, adjacent);
                    int tempHScore = map.pathDistance(adjacent, endNode);

                    // if we have not opened this Cell, give it new stats and open it
                    if (!adjacent.isOpen)
                    {
                        setAdjacentStats(adjacent, current, tempGScore, tempHScore);
                        open.enqueue(adjacent);
                    }

                    // otherwise, if we have opened it but the new path to it is shorter than the old one, give it new stats and reset its position in the open PQueue
                    else if (tempGScore < adjacent.Gscore)
                    {
                        setAdjacentStats(adjacent, current, tempGScore, tempHScore);
                        //open.resetPosition(adjacent);
                    }
                }
            }

            // no valid path exists, so find the nearest path
            List<Node> closed = createClosed(map);
            Node nearestNode = closed[0];

            // find the closed Node with the lowest Hscore (distance from the intended end); return a path to that Node
            if (closed.Count > 0)
            {
                for (int i = 1; i < closed.Count; i++)
                {
                    if (closed[i].Hscore < nearestNode.Hscore)
                        nearestNode = closed[i];
                }
            }
            return reconstruct(nearestNode);
        }
Beispiel #3
0
        /*
         * public functions
         */

        /// <summary>
        /// Given an invalid Node, returns the approximate nearest valid Node.
        /// </summary>
        /// <param name="end"></param>
        /// <returns></returns>
        public static Node nearestValidEnd(NodeMap map, Node start, Node end)
        {
            int    max  = Math.Max(map.height, map.width);
            PQueue ring = new PQueue();

            // iterate outward from the end Node in progressively larger rings, putting all valid Nodes into a PQueue.
            // Continue until we find a ring with a valid Node.
            for (int i = 1; i < max; i++)
            {
                ring = getRing(map, end, i);
                if (ring.Count != 0)
                {
                    break;
                }
            }

            // find the valid Node nearest the intended end
            Node newEnd = ring.peek(0);

            // if the PQueue has a lead tie (i.e. there are 2+ nodes of equal distance from the center node),
            // pick the one closest to the intended start Node.
            if (ring.hasLeadTie)
            {
                int distToStart = map.pathDistance(start, newEnd);
                int distToEnd   = map.pathDistance(end, newEnd);
                for (int i = 1; i < ring.Count; i++)
                {
                    if (map.pathDistance(ring.peek(i), end) > distToEnd)
                    {
                        break;
                    }
                    int currentDist = map.pathDistance(ring.peek(i), start);
                    if (currentDist < distToStart)
                    {
                        distToStart = currentDist;
                        newEnd      = ring.peek(i);
                    }
                }
            }

            // clean all enqueued Nodes so they can be properly used by the pathfinder
            for (int i = 0; i < ring.Count; i++)
            {
                ring.peek(i).clean();
            }

            return(newEnd);
        }
Beispiel #4
0
        /*
         * public functions
         */

        /// <summary>
        /// The core function; calls all valid auxiliary functions and returns the path (advanced features can be toggled)
        /// Includes a boolean toggle for use of advanced pathfinding functions
        /// </summary>
        /// <param name="map">The Map</param>
        /// <param name="start">The starting Cell</param>
        /// <param name="end">The ending Cell</param>
        /// <param name="advanced"> A boolean toggle for advanced functions</param>
        /// <returns>The path as a list of waypoints</returns>
        public static List <Cell> between(Map map, Cell start, Cell end, bool advanced)
        {
            // begin timing the operation
            startTime   = DateTime.Now;
            intendedEnd = end;

            // convert the given Cell-based data to Node-based data
            NodeMap nodeMap   = new NodeMap(map);
            Node    nodeStart = nodeMap.getNode(start.Xcoord, start.Ycoord);
            Node    nodeEnd   = nodeMap.getNode(end.Xcoord, end.Ycoord);

            // perform advanced pre-calculation tasks
            if (advanced)
            {
                // if the end Node is invalid, replace it with the nearest valid Node
                if (!nodeEnd.isValid)
                {
                    DateTime tempStartTime = DateTime.Now;
                    nodeEnd = Advanced.nearestValidEnd(nodeMap, nodeStart, nodeEnd);
                    TimeSpan tempSpan = DateTime.Now - tempStartTime;
                    Console.WriteLine("-> Path end changed from ({0}, {1}) to ({2}, {3}) in {4}", intendedEnd.Xcoord, intendedEnd.Ycoord, nodeEnd.Xcoord, nodeEnd.Ycoord, tempSpan);
                }
            }

            // find the path
            List <Node> nodePath = Basic.findPath(nodeMap, nodeStart, nodeEnd);

            // perform advanced post-calculation tasks
            if (advanced)
            {
            }

            // convert the path from List<Node> format back to List<Cell> format
            List <Cell> path = new List <Cell>(nodePath.Count);

            for (int i = 0; i < nodePath.Count; i++)
            {
                path.Add(map.getCell(nodePath[i].Xcoord, nodePath[i].Ycoord));
            }

            // grab and print path data
            float dist = (float)(nodePath[nodePath.Count - 1].Gscore);

            span = DateTime.Now - startTime;
            printPath(path, dist);

            return(path);
        }
        /// <summary>
        /// Iterates over the full Map and returns a closed List of Nodes
        /// </summary>
        /// <param name="map">The NodeMap to search</param>
        /// <returns>A List of all closed Nodes</returns>
        private static List <Node> createClosed(NodeMap map)
        {
            List <Node> closed = new List <Node>();

            for (int j = 0; j < map.height; j++)
            {
                for (int i = 0; i < map.width; i++)
                {
                    Node temp = map.getNode(i, j);
                    if (temp.isClosed)
                    {
                        closed.Add(temp);
                    }
                }
            }
            return(closed);
        }
        /*
         * public functions
         */
        /// <summary>
        /// Given an invalid Node, returns the approximate nearest valid Node.
        /// </summary>
        /// <param name="end"></param>
        /// <returns></returns>
        public static Node nearestValidEnd(NodeMap map, Node start, Node end)
        {
            int max = Math.Max(map.height, map.width);
            PQueue ring = new PQueue();

            // iterate outward from the end Node in progressively larger rings, putting all valid Nodes into a PQueue.
            // Continue until we find a ring with a valid Node.
            for (int i = 1; i < max; i++)
            {
                ring = getRing(map, end, i);
                if (ring.Count != 0)
                    break;
            }

            // if this is a completely invalid NodeMap (yeah, right, I know), return null
            if (ring.Count == 0)
                return null;

            // find the valid Node nearest the intended end
            Node newEnd = ring.peek(0);

            // if the PQueue has a lead tie (i.e. there are 2+ nodes of equal distance from the center node),
            // pick the one closest to the intended start Node.
            if (ring.hasLeadTie)
            {
                int distToStart = map.pathDistance(start, newEnd);
                int distToEnd = map.pathDistance(end, newEnd);
                for (int i = 1; i < ring.Count; i++)
                {
                    if (map.pathDistance(ring.peek(i), end) > distToEnd)
                        break;
                    int currentDist = map.pathDistance(ring.peek(i), start);
                    if (currentDist < distToStart)
                    {
                        distToStart = currentDist;
                        newEnd = ring.peek(i);
                    }
                }
            }

            // clean the FScores of all enqueued Nodes so they can be properly used by the pathfinder
            for (int i = 0; i < ring.Count; i++)
                ring.peek(i).Fscore = 0;

            return newEnd;
        }
        /*
         * public functions
         */
        /// <summary>
        /// The core function; calls all valid auxiliary functions and returns the path (advanced features can be toggled)
        /// Includes a boolean toggle for use of advanced pathfinding functions
        /// </summary>
        /// <param name="map">The Map</param>
        /// <param name="start">The starting Cell</param>
        /// <param name="end">The ending Cell</param>
        /// <param name="advanced"> A boolean toggle for advanced functions</param>
        /// <returns>The path as a list of waypoints</returns>
        public static List<Cell> between(Map map, Cell start, Cell end, bool advanced)
        {
            // begin timing the operation
            startTime = DateTime.Now;
            intendedEnd = end;

            // convert the given Cell-based data to Node-based data
            NodeMap nodeMap = new NodeMap(map);
            Node nodeStart = nodeMap.getNode(start.Xcoord, start.Ycoord);
            Node nodeEnd = nodeMap.getNode(end.Xcoord, end.Ycoord);

            // perform advanced pre-calculation tasks
            if (advanced)
            {
                // if the end Node is invalid, replace it with the nearest valid Node
                if (!nodeEnd.isValid)
                {
                    DateTime tempStartTime = DateTime.Now;
                    nodeEnd = Advanced.nearestValidEnd(nodeMap, nodeStart, nodeEnd);
                    TimeSpan tempSpan = DateTime.Now - tempStartTime;
                    Console.WriteLine("-> Path end changed from ({0}, {1}) to ({2}, {3}) in {4}", intendedEnd.Xcoord, intendedEnd.Ycoord, nodeEnd.Xcoord, nodeEnd.Ycoord, tempSpan);
                }
            }

            // find the path
            List<Node> nodePath = Basic.findPath(nodeMap, nodeStart, nodeEnd);

            // perform advanced post-calculation tasks
            if (advanced)
            {

            }

            // convert the path from List<Node> format back to List<Cell> format
            List<Cell> path = new List<Cell>(nodePath.Count);
            for (int i = 0; i < nodePath.Count; i++)
                path.Add(map.getCell(nodePath[i].Xcoord, nodePath[i].Ycoord));

            // grab and print path data
            float dist = (float)(nodePath[nodePath.Count - 1].Gscore);
            span = DateTime.Now - startTime;
            printPath(path, dist);

            return path;
        }
Beispiel #8
0
        /*
         * helper functions
         */

        /// <summary>
        /// Enqueues all valid Nodes in a ring around a center Node, offset from the center by [offset] Nodes.
        /// For example, an offset of 2 searches a 5x5 ring (x+-2, y+-2) around the center Node.
        /// Since modifying the Node's Fscores is necessary for enqueueing, each enqueued node's Fscore must be reset after use.
        /// </summary>
        /// <param name="map">The NodeMap to search over</param>
        /// <param name="center">The center Node to search around</param>
        /// <param name="offset">The ring "radius"</param>
        /// <returns>A PQueue containing all valid Nodes found in the ring</returns>
        private static PQueue getRing(NodeMap map, Node center, int offset)
        {
            PQueue ring = new PQueue();
            int    x    = center.X;
            int    y    = center.Y;

            // grab left and right columns
            for (int i = Math.Max(y - offset, 0); i <= y + offset; i++)
            {
                Node Xmin = map.getNode(x - offset, i);
                Node Xmax = map.getNode(x + offset, i);
                if (Xmin != null && Xmin.isValid)
                {
                    Xmin.Fscore = map.pathDistance(Xmin, center);
                    ring.enqueue(Xmin);
                }
                if (Xmax != null && Xmax.isValid)
                {
                    Xmax.Fscore = map.pathDistance(Xmax, center);
                    ring.enqueue(Xmax);
                }
            }

            // grab remainder of top and bottom rows
            for (int i = x - offset + 1; i < x + offset; i++)
            {
                Node Ymin = map.getNode(i, Math.Max(0, y - offset));
                Node Ymax = map.getNode(i, Math.Min(map.width - 1, y + offset));
                if (Ymin != null && Ymin.isValid)
                {
                    Ymin.Fscore = map.pathDistance(Ymin, center);
                    ring.enqueue(Ymin);
                }
                if (Ymax != null && Ymax.isValid)
                {
                    Ymax.Fscore = map.pathDistance(Ymax, center);
                    ring.enqueue(Ymax);
                }
            }

            return(ring);
        }
		/*
		 * helper functions
		 */

        /// <summary>
        /// Enqueues all valid Nodes in a ring around a center Node, offset from the center by [offset] Nodes.
        /// For example, an offset of 2 searches a 5x5 ring (x+-2, y+-2) around the center Node.
        /// Since modifying the Node's Fscores is necessary for enqueueing, each enqueued node's Fscore must be reset after use.
        /// </summary>
        /// <param name="map">The NodeMap to search over</param>
        /// <param name="center">The center Node to search around</param>
        /// <param name="offset">The ring "radius"</param>
        /// <returns>A PQueue containing all valid Nodes found in the ring</returns>
        private static PQueue getRing(NodeMap map, Node center, int offset)
        {
            PQueue ring = new PQueue();
            int x = center.Xcoord;
            int y = center.Ycoord;

            // grab left and right columns
            for (int i = y - offset; i <= y + offset; i++)
            {
                Node Xmin = map.getNode(x - offset, i);
                Node Xmax = map.getNode(x + offset, i);
                if (Xmin.isValid)
                {
                    Xmin.Fscore = map.pathDistance(Xmin, center);
                    ring.enqueue(Xmin);
                }
                if (Xmax.isValid)
                {
                    Xmax.Fscore = map.pathDistance(Xmax, center);
                    ring.enqueue(Xmax);
                }
            }

            // grab remainder of top and bottom rows
            for (int i = x - offset + 1; i < x + offset; i++)
            {
                Node Ymin = map.getNode(i, y - offset);
                Node Ymax = map.getNode(i, y + offset);
                if (Ymin.isValid)
                {
                    Ymin.Fscore = map.pathDistance(Ymin, center);
                    ring.enqueue(Ymin);
                }
                if (Ymax.isValid)
                {
                    Ymax.Fscore = map.pathDistance(Ymax, center);
                    ring.enqueue(Ymax);
                }
            }

            return ring;
        }
        /*
         * helper functions
         */
        /// <summary>
        /// Enqueues all valid Nodes in a ring around a center Node, offset from the center by [offset] Nodes.
        /// For example, an offset of 2 searches a 5x5 ring (x+-2, y+-2) around the center Node.
        /// Since modifying the Node's Fscores is necessary for enqueueing, each enqueued node's Fscore must be reset after use.
        /// </summary>
        /// <param name="map">The NodeMap to search over</param>
        /// <param name="center">The center Node to search around</param>
        /// <param name="offset">The ring "radius"</param>
        /// <returns>A PQueue containing all valid Nodes found in the ring</returns>
        private static PQueue getRing(NodeMap map, Node center, int offset)
        {
            PQueue ring = new PQueue();
            int x = center.Xcoord;
            int y = center.Ycoord;

            // grab left and right columns
            for (int i = y - offset; i <= y + offset; i++)
            {
                Node Xmin = map.getNode(x - offset, i);
                Node Xmax = map.getNode(x + offset, i);
                if (Xmin.isValid)
                {
                    Xmin.Fscore = map.pathDistance(Xmin, center);
                    ring.enqueue(Xmin);
                }
                if (Xmax.isValid)
                {
                    Xmax.Fscore = map.pathDistance(Xmax, center);
                    ring.enqueue(Xmax);
                }
            }

            // grab remainder of top and bottom rows
            for (int i = x - offset + 1; i < x + offset; i++)
            {
                Node Ymin = map.getNode(i, y - offset);
                Node Ymax = map.getNode(i, y + offset);
                if (Ymin.isValid)
                {
                    Ymin.Fscore = map.pathDistance(Ymin, center);
                    ring.enqueue(Ymin);
                }
                if (Ymax.isValid)
                {
                    Ymax.Fscore = map.pathDistance(Ymax, center);
                    ring.enqueue(Ymax);
                }
            }

            return ring;
        }
        /*
         * public functions
         */

        /// <summary>
        /// The core function; calls all valid auxiliary functions and returns the path (advanced features can be toggled)
        /// Includes a boolean toggle for use of advanced pathfinding functions
        /// </summary>
        /// <param name="map">The Map</param>
        /// <param name="start">The starting Cell</param>
        /// <param name="end">The ending Cell</param>
        /// <param name="advanced"> A boolean toggle for advanced functions</param>
        /// <returns>The path as a list of waypoints</returns>
        public static List <CellComponent> between(Map map, CellComponent start, CellComponent end, bool advanced)
        {
            // begin timing the operation
            DateTime startTime = DateTime.Now;

            // convert the given Cell-based data to Node-based data
            NodeMap nodeMap   = new NodeMap(map);
            Node    nodeStart = nodeMap.getNode(start.X, start.Y);
            Node    nodeEnd   = nodeMap.getNode(end.X, end.Y);

            // perform advanced pre-calculation tasks
            if (advanced)
            {
                // if the end Node is invalid, replace it with the nearest valid Node
                if (!nodeEnd.isValid)
                {
                    nodeEnd = Advanced.nearestValidEnd(nodeMap, nodeStart, nodeEnd);
                }
            }

            // find the path
            List <Node> nodePath = Basic.findPath(nodeMap, nodeStart, nodeEnd);

            // convert the path from List<Node> format back to List<Cell> format
            List <CellComponent> path = new List <CellComponent>(nodePath.Count);

            for (int i = 0; i < nodePath.Count; i++)
            {
                path.Add(map.GetCellAt(nodePath[i].X, nodePath[i].Y));
            }

            // grab and print path data
            float dist = (float)(nodePath[nodePath.Count - 1].Gscore);

            span = DateTime.Now - startTime;
            //printPath(path, dist);

            return(path);
        }
Beispiel #12
0
        /*
         * public functions
         */

        /// <summary>
        /// A*, modified to find a nearest path in case of failure
        /// </summary>
        /// <param name="map">The Map</param>
        /// <param name="startNode">The starting Node</param>
        /// <param name="endNode">The ending Node</param>
        /// <returns>The path as a list of waypoints</returns>
        public static List <Node> findPath(NodeMap map, Node startNode, Node endNode)
        {
            /*
             * Terminology
             *		Gscore			cumulative calculated distance from the start Node to the given Node
             *		Hscore			estimated distance from the given Node to the end Node.
             *							Overestimating this can result in the calculation of an incorrect (inefficient) path,
             *							but the more it is underestimated, the longer correct path calculation will take
             *		Fscore			Gscore + Hscore; estimated total distance from start to end on a path through the given Node.
             *							Priority queues (PQueues) are ordered by ascending Fscore, so shortest estimated paths are examined first
             *		open list		A PQueue of Nodes to be examined.  Initially contains the start Node
             *		closed list		A List<Node> of Nodes that have been examined
             *		adjacent list	A PQueue of Nodes adjacent to the current Node
             */

            // initialize the lists
            PQueue open = new PQueue();

            open.enqueue(startNode);
            List <Node> closed        = new List <Node>();
            PQueue      adjacentNodes = new PQueue();

            iterations = 0;

            // good ol' A*
            while (open.Count > 0)                                                                                                  // iterate until we have examined every appropriate Node
            {
                //open.print("Open", true);
                Node currentNode = open.dequeue();                                                        // look at the Node with the lowest Fscore and remove it from the open list
                if (currentNode == endNode)                                                               // if this is our destination Node, we're done!
                {
                    return(reconstruct(endNode));                                                         // so return the path
                }
                closed.Add(currentNode);                                                                  // otherwise, close this Node so we don't travel to it again
                adjacentNodes = getAdjacentNodes(map, open, closed, currentNode);                         // now find every valid Node adjacent to the current Node
                //adjacentNodes.print("Adjacent", false);
                while (adjacentNodes.Count != 0)                                                          // iterate over all of them, from lowest to highest Fscore
                {
                    Node adjacentNode = adjacentNodes.dequeue();                                          // grab the current adjacent Node
                    int  tempGScore   = currentNode.Gscore + map.pathDistance(currentNode, adjacentNode); // calculate a temporary Gscore as if we were traveling to this Node from the current Node
                    if (!open.contains(adjacentNode) || tempGScore < adjacentNode.Gscore)                 // if this Node has not been added to the open list, or if tempGscore is less than the Node's current Gscore
                    {
                        int h = map.pathDistance(adjacentNode, endNode);                                  // estimate the Node's Hscore
                        adjacentNode.prev   = currentNode;                                                // set the Node's prev pointer to the current Node
                        adjacentNode.Hscore = h;                                                          // set the Node's Hscore
                        adjacentNode.Gscore = tempGScore;                                                 // set the Node's Gscore
                        adjacentNode.Fscore = tempGScore + h;                                             // set the Node's Fscore
                    }
                    if (!open.contains(adjacentNode))                                                     // if the adjacent Node we just examined is not yet on the open list, add it
                    {
                        open.enqueue(adjacentNode);
                    }
                }
                iterations++;
            }

            // no valid path exists, so find the nearest path
            closed.RemoveAt(0);                                                                         // remove the start Node from the closed List
            if (closed.Count > 0)                                                                       // if there are still Nodes on the closed list
            {
                Node nearestNode = closed[0];                                                           // find the closed Node with the lowest Hscore;
                for (int i = 1; i < closed.Count; i++)                                                  // this should be the Node closest to the desired destination,
                {                                                                                       // so return a path ending with that Node.
                    if (closed[i].Hscore < nearestNode.Hscore)
                    {
                        nearestNode = closed[i];
                    }
                }
                return(reconstruct(nearestNode));
            }
            else
            {
                List <Node> path = new List <Node>();                                                   // otherwise, our only path was the start Node (i.e. we are completely trapped);
                path.Add(endNode);                                                                      // so return a path with just that Node.
                return(path);
            }
        }
Beispiel #13
0
        /*
         * helper functions
         */

        /// <summary>
        /// Puts all valid Nodes adjacent to the given Node in a PQueue and returns it
        /// </summary>
        /// <param name="map">The Map</param>
        /// <param name="closed">The closed list</param>
        /// <param name="currentNode">The current (center) Node</param>
        /// <returns>A PQueue of all traversable adjacent Nodes</returns>
        private static PQueue getAdjacentNodes(NodeMap map, PQueue open, List <Node> closed, Node currentNode)
        {
            int         x             = currentNode.Xcoord;
            int         y             = currentNode.Ycoord;
            List <Node> immediate     = new List <Node>();
            List <Node> diagonal      = new List <Node>();
            PQueue      adjacentNodes = new PQueue();

            // grab all adjacent Nodes (or null values) and store them here
            Node[,] temp = map.getNodes(x - 1, y - 1, 3, 3);

            // iterate over all adjacent Nodes; add the ones that are open and in bounds to the appropriate List<Node>
            for (int j = 0; j < 3; j++)
            {
                for (int i = 0; i < 3; i++)
                {
                    if (temp[i, j] != null && !closed.Contains(temp[i, j]))
                    {
                        // if the Node is horizontally or vertically adjacent,
                        // add the Node to the list of immediately adjacent Nodes
                        if (Math.Abs(2 - i - j) == 1)
                        {
                            immediate.Add(temp[i, j]);
                        }

                        // otherwise, if the Node is valid, add it to the list of diagonally adjacent Nodes
                        else if (temp[i, j].isValid)
                        {
                            diagonal.Add(temp[i, j]);
                        }
                    }
                }
            }

            // iterate over all immediately adjacent Nodes.  If they are valid, enqueue them;
            // otherwise, remove the neighboring diagonally adjacent Nodes from the diagonal List
            for (int i = 0; i < immediate.Count(); i++)
            {
                if (!immediate[i].isValid)
                {
                    Node one, two = null;
                    if (immediate[i].Xcoord == x)   // the Node is vertically adjacent
                    {
                        one = map.getNode(x + 1, immediate[i].Ycoord);
                        two = map.getNode(x - 1, immediate[i].Ycoord);
                    }
                    else                            // the Node is horizontally adjacent
                    {
                        one = map.getNode(immediate[i].Xcoord, y - 1);
                        two = map.getNode(immediate[i].Xcoord, y + 1);
                    }
                    if (one != null)
                    {
                        diagonal.Remove(one);
                    }
                    if (two != null)
                    {
                        diagonal.Remove(two);
                    }
                }
                else
                {
                    adjacentNodes.enqueue(immediate[i]);
                }
            }

            // enqueue all remaining diagonally adjacent Nodes
            for (int i = 0; i < diagonal.Count(); i++)
            {
                adjacentNodes.enqueue(diagonal[i]);
            }

            // return the finished PQueue
            return(adjacentNodes);
        }
        /*
         * public functions
         */

        /// <summary>
        /// A*, modified to find a nearest path in case of failure
        /// </summary>
        /// <param name="map">The Map</param>
        /// <param name="startNode">The starting Node</param>
        /// <param name="endNode">The ending Node</param>
        /// <returns>The path as a list of waypoints</returns>
        public static List <Node> findPath(NodeMap map, Node startNode, Node endNode)
        {
            // initialize data
            PQueue open = new PQueue();

            open.enqueue(startNode);
            List <Node> adjacentNodes = new List <Node>();

            // good ol' A*
            while (open.Count > 0)
            {
                // find the open Node with the lowest Fscore and remove it from the open PQueue
                Node current = open.dequeue();

                // if this is our destination Node, we're done; otherwise, close it so we don't travel to it again
                if (current == endNode)
                {
                    return(reconstruct(endNode));
                }
                current.close();

                // find every valid Node adjacent to the current Node
                adjacentNodes = map.getAdjacentNodes(current);

                // iterate over all of them
                for (int i = 0; i < adjacentNodes.Count; i++)
                {
                    // grab an adjacent Node and calculate a new GScore and HScore for it
                    Node adjacent   = adjacentNodes[i];
                    int  tempGScore = current.Gscore + map.pathDistance(current, adjacent);
                    int  tempHScore = map.pathDistance(adjacent, endNode);

                    // if we have not opened this Cell, give it new stats and open it
                    if (!adjacent.isOpen)
                    {
                        setAdjacentStats(adjacent, current, tempGScore, tempHScore);
                        open.enqueue(adjacent);
                    }

                    // otherwise, if we have opened it but the new path to it is shorter than the old one, give it new stats and reset its position in the open PQueue
                    else if (tempGScore < adjacent.Gscore)
                    {
                        setAdjacentStats(adjacent, current, tempGScore, tempHScore);
                        //open.resetPosition(adjacent);
                    }
                }
            }

            // no valid path exists, so find the nearest path
            List <Node> closed      = createClosed(map);
            Node        nearestNode = closed[0];

            // find the closed Node with the lowest Hscore (distance from the intended end); return a path to that Node
            if (closed.Count > 0)
            {
                for (int i = 1; i < closed.Count; i++)
                {
                    if (closed[i].Hscore < nearestNode.Hscore)
                    {
                        nearestNode = closed[i];
                    }
                }
            }
            return(reconstruct(nearestNode));
        }
 /// <summary>
 /// Iterates over the full Map and returns a closed List of Nodes
 /// </summary>
 /// <param name="map">The NodeMap to search</param>
 /// <returns>A List of all closed Nodes</returns>
 private static List<Node> createClosed(NodeMap map)
 {
     List<Node> closed = new List<Node>();
     for (int j = 0; j < map.height; j++)
     {
         for (int i = 0; i < map.width; i++)
         {
             Node temp = map.getNode(i, j);
             if (temp.isClosed)
                 closed.Add(temp);
         }
     }
     return closed;
 }
        /*
         * public functions
         */
        /// <summary>
        /// A*, modified to find a nearest path in case of failure
        /// </summary>
        /// <param name="map">The Map</param>
        /// <param name="startNode">The starting Node</param>
        /// <param name="endNode">The ending Node</param>
        /// <returns>The path as a list of waypoints</returns>
        public static List<Node> findPath(NodeMap map, Node startNode, Node endNode)
        {
            /*
             * Terminology
             *		Gscore			cumulative calculated distance from the start Node to the given Node
             *		Hscore			estimated distance from the given Node to the end Node.
             *							Overestimating this can result in the calculation of an incorrect (inefficient) path,
             *							but the more it is underestimated, the longer correct path calculation will take
             *		Fscore			Gscore + Hscore; estimated total distance from start to end on a path through the given Node.
             *							Priority queues (PQueues) are ordered by ascending Fscore, so shortest estimated paths are examined first
             *		open list		A PQueue of Nodes to be examined.  Initially contains the start Node
             *		closed list		A List<Node> of Nodes that have been examined
             *		adjacent list	A PQueue of Nodes adjacent to the current Node
             */

            // initialize the lists
            PQueue open = new PQueue();
            open.enqueue(startNode);
            List<Node> closed = new List<Node>();
            PQueue adjacentNodes = new PQueue();
            iterations = 0;

            // good ol' A*
            while (open.Count > 0)											    // iterate until we have examined every appropriate Node
            {
                //open.print("Open", true);
                Node currentNode = open.dequeue();								    // look at the Node with the lowest Fscore and remove it from the open list
                if (currentNode == endNode)										    // if this is our destination Node, we're done!
                    return reconstruct(endNode);									    // so return the path
                closed.Add(currentNode);										    // otherwise, close this Node so we don't travel to it again
                adjacentNodes = getAdjacentNodes(map, open, closed, currentNode);	// now find every valid Node adjacent to the current Node
                //adjacentNodes.print("Adjacent", false);
                while (adjacentNodes.Count != 0)                                  // iterate over all of them, from lowest to highest Fscore
                {
                    Node adjacentNode = adjacentNodes.dequeue();									    // grab the current adjacent Node
                    int tempGScore = currentNode.Gscore + map.pathDistance(currentNode, adjacentNode);	// calculate a temporary Gscore as if we were traveling to this Node from the current Node
                    if (!open.contains(adjacentNode) || tempGScore < adjacentNode.Gscore)			    // if this Node has not been added to the open list, or if tempGscore is less than the Node's current Gscore
                    {
                        int h = map.pathDistance(adjacentNode, endNode);									// estimate the Node's Hscore
                        adjacentNode.prev = currentNode;												    // set the Node's prev pointer to the current Node
                        adjacentNode.Hscore = h;														    // set the Node's Hscore
                        adjacentNode.Gscore = tempGScore;												    // set the Node's Gscore
                        adjacentNode.Fscore = tempGScore + h;											    // set the Node's Fscore
                    }
                    if (!open.contains(adjacentNode))												    // if the adjacent Node we just examined is not yet on the open list, add it
                        open.enqueue(adjacentNode);
                }
                iterations++;
            }

            // no valid path exists, so find the nearest path
            closed.RemoveAt(0);										// remove the start Node from the closed List
            if (closed.Count > 0)									// if there are still Nodes on the closed list
            {
                Node nearestNode = closed[0];							// find the closed Node with the lowest Hscore;
                for (int i = 1; i < closed.Count; i++)					// this should be the Node closest to the desired destination,
                {														// so return a path ending with that Node.
                    if (closed[i].Hscore < nearestNode.Hscore)
                        nearestNode = closed[i];
                }
                return reconstruct(nearestNode);
            }
            else
            {
                List<Node> path = new List<Node>();					// otherwise, our only path was the start Node (i.e. we are completely trapped);
                path.Add(endNode);									// so return a path with just that Node.
                return path;
            }
        }
        /*
         * helper functions
         */
        /// <summary>
        /// Puts all valid Nodes adjacent to the given Node in a PQueue and returns it
        /// </summary>
        /// <param name="map">The Map</param>
        /// <param name="closed">The closed list</param>
        /// <param name="currentNode">The current (center) Node</param>
        /// <returns>A PQueue of all traversable adjacent Nodes</returns>
        private static PQueue getAdjacentNodes(NodeMap map, PQueue open, List<Node> closed, Node currentNode)
        {
            int x = currentNode.Xcoord;
            int y = currentNode.Ycoord;
            List<Node> immediate = new List<Node>();
            List<Node> diagonal = new List<Node>();
            PQueue adjacentNodes = new PQueue();

            // grab all adjacent Nodes (or null values) and store them here
            Node[,] temp = map.getNodes(x - 1, y - 1, 3, 3);

            // iterate over all adjacent Nodes; add the ones that are open and in bounds to the appropriate List<Node>
            for (int j = 0; j < 3; j++)
            {
                for (int i = 0; i < 3; i++)
                {
                    if (temp[i, j] != null && !closed.Contains(temp[i, j]))
                    {
                        // if the Node is horizontally or vertically adjacent,
                        // add the Node to the list of immediately adjacent Nodes
                        if (Math.Abs(2 - i - j) == 1)
                            immediate.Add(temp[i, j]);

                        // otherwise, if the Node is valid, add it to the list of diagonally adjacent Nodes
                        else if (temp[i, j].isValid)
                            diagonal.Add(temp[i, j]);
                    }
                }
            }

            // iterate over all immediately adjacent Nodes.  If they are valid, enqueue them;
            // otherwise, remove the neighboring diagonally adjacent Nodes from the diagonal List
            for (int i = 0; i < immediate.Count(); i++)
            {
                if (!immediate[i].isValid)
                {
                    Node one, two = null;
                    if (immediate[i].Xcoord == x)   // the Node is vertically adjacent
                    {
                        one = map.getNode(x + 1, immediate[i].Ycoord);
                        two = map.getNode(x - 1, immediate[i].Ycoord);
                    }
                    else                            // the Node is horizontally adjacent
                    {
                        one = map.getNode(immediate[i].Xcoord, y - 1);
                        two = map.getNode(immediate[i].Xcoord, y + 1);
                    }
                    if (one != null)
                        diagonal.Remove(one);
                    if (two != null)
                        diagonal.Remove(two);
                }
                else {
                    adjacentNodes.enqueue(immediate[i]);
                }
            }

            // enqueue all remaining diagonally adjacent Nodes
            for (int i = 0; i < diagonal.Count(); i++)
                adjacentNodes.enqueue(diagonal[i]);

            // return the finished PQueue
            return adjacentNodes;
        }