AStar网格算法只能处理方形网格吗?
创始人
2024-09-20 19:30:36
0

A网格算法并不仅限于处理方形网格,它也可以用于处理矩形或非方形的网格。下面是一个示例代码,展示了如何使用A算法处理非方形网格。

import heapq

class Node:
    def __init__(self, x, y, cost=0):
        self.x = x
        self.y = y
        self.cost = cost
        self.heuristic = 0
        self.parent = None

    def __lt__(self, other):
        return self.cost + self.heuristic < other.cost + other.heuristic

def heuristic(node, goal):
    return abs(node.x - goal.x) + abs(node.y - goal.y)

def astar(grid, start, goal):
    open_list = []
    closed_list = set()

    start.heuristic = heuristic(start, goal)
    heapq.heappush(open_list, start)

    while open_list:
        current = heapq.heappop(open_list)
        if current.x == goal.x and current.y == goal.y:
            path = []
            while current:
                path.append((current.x, current.y))
                current = current.parent
            return path[::-1]

        for neighbor in neighbors(grid, current):
            if neighbor in closed_list:
                continue

            cost = current.cost + 1
            if neighbor not in open_list or cost < neighbor.cost:
                neighbor.cost = cost
                neighbor.heuristic = heuristic(neighbor, goal)
                neighbor.parent = current

                if neighbor not in open_list:
                    heapq.heappush(open_list, neighbor)
        
        closed_list.add(current)

    return None

def neighbors(grid, node):
    neighbors = []
    x, y = node.x, node.y

    if x > 0 and grid[x-1][y] != 1:
        neighbors.append(Node(x-1, y))
    if x < len(grid)-1 and grid[x+1][y] != 1:
        neighbors.append(Node(x+1, y))
    if y > 0 and grid[x][y-1] != 1:
        neighbors.append(Node(x, y-1))
    if y < len(grid[0])-1 and grid[x][y+1] != 1:
        neighbors.append(Node(x, y+1))

    return neighbors

# 示例网格
grid = [
    [0, 0, 0, 0, 0],
    [0, 1, 1, 0, 0],
    [0, 0, 0, 0, 0],
    [0, 0, 1, 1, 0],
    [0, 0, 0, 0, 0]
]

start = Node(0, 0)
goal = Node(4, 4)

path = astar(grid, start, goal)
if path:
    print("路径:", path)
else:
    print("无法找到路径")

以上代码演示了如何使用A算法处理一个非方形网格。在示例中,我们定义了一个Node类来表示网格上的节点,astar函数用于执行A算法搜索路径。heuristic函数计算节点与目标节点之间的启发式估计值。neighbors函数用于获取一个节点的邻居节点。最后,我们使用一个示例网格和起点、终点来演示路径搜索的过程。

相关内容

热门资讯

透视计算!德普之星透视免费,德... 透视计算!德普之星透视免费,德普之星有透视辅助吗(透视)原来真的是有挂(今日头条)-哔哩哔哩1、德普...
此事引发网友热议!衢州都莱罗松... 您好,广东雀神智能辅助照片这款游戏可以开挂的,确实是有挂的,需要了解加去威信【136704302】很...
透视规律!德普之星app安卓版... 透视规律!德普之星app安卓版破解版,德普辅助软件(透视)确实是真的挂(有挂讲解)-哔哩哔哩1、进入...
为了进一步!衢州都莱辅助软件,... 为了进一步!衢州都莱辅助软件,we poker辅助器,学习教程(果真有挂)-哔哩哔哩衢州都莱辅助软件...
透视黑科技!德普之星透视免费,... 透视黑科技!德普之星透视免费,德普之星辅助工具如何打开(透视)确实是真的挂(的确有挂)-哔哩哔哩该软...
目前来看!衢州都莱破解器,hh... 目前来看!衢州都莱破解器,hhpoker底牌透视脚本,总结教程(有挂讲解)-哔哩哔哩1、完成hhpo...
透视美元局!德普之星透视辅助插... 透视美元局!德普之星透视辅助插件,德普之星透视辅助(透视)其实是有挂(有挂教学)-哔哩哔哩1、金币登...
据玩家消息!蜀山四川麻亲友房祈... 据玩家消息!蜀山四川麻亲友房祈福,财神十三章开挂真的假的,总结教程(存在有挂)-哔哩哔哩1、操作简单...
更值得关注的是!微信小程序微乐... 更值得关注的是!微信小程序微乐陕西挖坑辅助,微乐小程序自建房辅助器下载,经验教程(了解有挂)-哔哩哔...
透视教程!德普之星有透视辅助吗... 透视教程!德普之星有透视辅助吗,德普之星辅助软件(透视)原来是有挂(有挂透视)-哔哩哔哩1、德普之星...