[算法导论]拓扑排序 @ Python

复制代码
class Graph:
    def __init__(self):
        self.V = []

class Vertex:
    def __init__(self, x):
        self.key = x
        self.color = 'white'
        self.d = 10000
        self.f = 10000
        self.pi = None
        self.adj = []
        self.next = None

class Solution:
    def Dfs(self, G):
        for u in G.V:
            u.color = 'white'
            u.pi = None
        global time
        time = 0
        for u in G.V:
            if u.color == 'white':
                self.DfsVisit(G, u)

    def DfsVisit(self, G, u):
        global time
        time = time + 1
        u.d = time
        u.color = 'gray'
        for v in u.adj:
            if v.color == 'white':
                self.DfsVisit(G, v)
                v.pi = u
        u.color = 'black'
        time = time + 1
        u.f = time

    def TopologicalSort(self, G):
        LinkedList = Vertex('#')
        self.Dfs(G)
        G.V.sort(key=lambda v:v.f)
        for v in G.V:
            v.next = LinkedList.next
            LinkedList.next = v
        return LinkedList

if __name__ == '__main__':
    undershorts = Vertex('undershorts') 
    socks = Vertex('socks') 
    pants = Vertex('pants') 
    shoes = Vertex('shoes') 
    belt = Vertex('belt')
    shirt = Vertex('shirt') 
    tie = Vertex('tie')
    jacket = Vertex('jacket') 
    watch = Vertex('watch')

    undershorts.adj = [pants, shoes]
    socks.adj = [shoes]
    pants.adj = [belt, shoes]
    shoes.adj = []
    belt.adj = [jacket]
    shirt.adj = [belt, tie]
    tie.adj = [jacket]
    jacket.adj = []
    watch.adj = []

    G = Graph()
    G.V = [undershorts,socks,pants,shoes,belt,shirt,tie,jacket,watch]

    m = Solution()
    Sort_List = m.TopologicalSort(G)
    p = Sort_List
    while p.next != None:
        print p.next.key, p.next.f
        p = p.next
复制代码

 

posted @   南郭子綦  阅读(1487)  评论(0编辑  收藏  举报
编辑推荐:
· 10年+ .NET Coder 心语,封装的思维:从隐藏、稳定开始理解其本质意义
· .NET Core 中如何实现缓存的预热?
· 从 HTTP 原因短语缺失研究 HTTP/2 和 HTTP/3 的设计差异
· AI与.NET技术实操系列:向量存储与相似性搜索在 .NET 中的实现
· 基于Microsoft.Extensions.AI核心库实现RAG应用
阅读排行:
· 10年+ .NET Coder 心语 ── 封装的思维:从隐藏、稳定开始理解其本质意义
· 地球OL攻略 —— 某应届生求职总结
· 提示词工程——AI应用必不可少的技术
· Open-Sora 2.0 重磅开源!
· 字符编码:从基础到乱码解决
点击右上角即可分享
微信分享提示