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python实现Floyd算法

更新时间:2020-05-16 16:18 作者:startmvc
下面是用Python实现Floyd算法的代码,供大家参考,具体内容如下#-*-coding:utf-8-*-"""CreatedonThuJul

下面是用Python实现Floyd算法的代码,供大家参考,具体内容如下


# -*- coding: utf-8 -*- 
""" 
Created on Thu Jul 13 14:56:37 2017 
 
@author: linzr 
""" 
 
## 表示无穷大 
INF_val = 9999 
 
class Floyd_Path(): 
 def __init__(self, node, node_map, path_map): 
 self.node = node 
 self.node_map = node_map 
 self.node_length = len(node_map) 
 self.path_map = path_map 
 self._init_Floyd() 
 
 def __call__(self, from_node, to_node): 
 self.from_node = from_node 
 self.to_node = to_node 
 return self._format_path() 
 
 def _init_Floyd(self): 
 for k in range(self.node_length): 
 for i in range(self.node_length): 
 for j in range(self.node_length): 
 tmp = self.node_map[i][k] + self.node_map[k][j] 
 if self.node_map[i][j] > tmp: 
 self.node_map[i][j] = tmp 
 self.path_map[i][j] = self.path_map[i][k] 
 
 print '_init_Floyd is end' 
 
 
 def _format_path(self): 
 node_list = [] 
 temp_node = self.from_node 
 obj_node = self.to_node 
 print("the shortest path is: %d")%(self.node_map[temp_node][obj_node]) 
 node_list.append(self.node[temp_node]) 
 while True: 
 node_list.append(self.node[self.path_map[temp_node][obj_node]]) 
 temp_node = self.path_map[temp_node][obj_node] 
 if temp_node == obj_node: 
 break; 
 
 return node_list 
 
 
 
 
 
def set_node_map(node_map, node, node_list, path_map): 
 for i in range(len(node)): 
 ## 对角线为0 
 node_map[i][i] = 0 
 for x, y, val in node_list: 
 node_map[node.index(x)][node.index(y)] = node_map[node.index(y)][node.index(x)] = val 
 path_map[node.index(x)][node.index(y)] = node.index(y) 
 path_map[node.index(y)][node.index(x)] = node.index(x) 
 
 
if __name__ == "__main__": 
 node = ['A', 'B', 'C', 'D', 'E', 'F', 'G'] 
 node_list = [('A', 'F', 9), ('A', 'B', 10), ('A', 'G', 15), ('B', 'F', 2), 
 ('G', 'F', 3), ('G', 'E', 12), ('G', 'C', 10), ('C', 'E', 1), 
 ('E', 'D', 7)] 
 
 ## node_map[i][j] 存储i到j的最短距离 
 node_map = [[INF_val for val in xrange(len(node))] for val in xrange(len(node))] 
 ## path_map[i][j]=j 表示i到j的最短路径是经过顶点j 
 path_map = [[0 for val in xrange(len(node))] for val in xrange(len(node))] 
 
 ## set node_map 
 set_node_map(node_map, node, node_list, path_map) 
 
 
 ## select one node to obj node, e.g. A --> D(node[0] --> node[3]) 
 from_node = node.index('A') 
 to_node = node.index('E') 
 Floydpath = Floyd_Path(node, node_map, path_map) 
 path = Floydpath(from_node, to_node) 
 print path 

运行结果为: the shortest path is: 23 ['A', 'F', 'G', 'C', 'E']