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python数据结构之图的实现方法

2024/4/15 15:29:05发布13次查看
本文实例讲述了python数据结构之图的实现方法。分享给大家供大家参考。具体如下:
下面简要的介绍下:
比如有这么一张图:
    a -> b
    a -> c
    b -> c
    b -> d
    c -> d
    d -> c
    e -> f
    f -> c
可以用字典和列表来构建
graph = {'a': ['b', 'c'], 'b': ['c', 'd'], 'c': ['d'], 'd': ['c'], 'e': ['f'], 'f': ['c']}
找到一条路径:
def find_path(graph, start, end, path=[]): path = path + [start] if start == end: return path if not graph.has_key(start): return none for node in graph[start]: if node not in path: newpath = find_path(graph, node, end, path) if newpath: return newpath return none
找到所有路径:
def find_all_paths(graph, start, end, path=[]): path = path + [start] if start == end: return [path] if not graph.has_key(start): return [] paths = [] for node in graph[start]: if node not in path: newpaths = find_all_paths(graph, node, end, path) for newpath in newpaths: paths.append(newpath) return paths
找到最短路径:
def find_shortest_path(graph, start, end, path=[]): path = path + [start] if start == end: return path if not graph.has_key(start): return none shortest = none for node in graph[start]: if node not in path: newpath = find_shortest_path(graph, node, end, path) if newpath: if not shortest or len(newpath) < len(shortest): shortest = newpath return shortest
希望本文所述对大家的python程序设计有所帮助。
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