已知邻接矩阵,如何用dijkstra算法的matlab代码
时间: 2023-12-24 17:44:18 浏览: 110
用matlab实现dijkstra算法
以下是使用Dijkstra算法求解最短路径的Matlab代码:
```matlab
function [dist, path] = dijkstra(adjmat, startnode, endnode)
% Dijkstra algorithm for shortest path
% Input:
% adjmat: adjacency matrix of the graph
% startnode: the starting node
% endnode: the ending node
% Output:
% dist: the shortest distance from startnode to endnode
% path: the shortest path from startnode to endnode
n = size(adjmat, 1); % number of nodes
visited = false(1, n); % mark all nodes as unvisited
dist = inf(1, n); % initialize all distances as infinity
parent = zeros(1, n); % parent(i) is the parent node of node i in the shortest path
dist(startnode) = 0; % distance from startnode to itself is 0
while sum(visited) < n % repeat until all nodes are visited
% find the unvisited node with the shortest distance
mindist = inf;
for i = 1:n
if ~visited(i) && dist(i) < mindist
mindist = dist(i);
currnode = i;
end
end
visited(currnode) = true; % mark current node as visited
% update distances of neighbors of current node
for i = 1:n
if adjmat(currnode, i) > 0 % there is an edge from currnode to i
if dist(currnode) + adjmat(currnode, i) < dist(i) % update distance if shorter
dist(i) = dist(currnode) + adjmat(currnode, i);
parent(i) = currnode;
end
end
end
end
% construct the shortest path
path = endnode;
while path(1) ~= startnode
path = [parent(path(1)), path];
end
end
```
使用方法:
假设邻接矩阵为 `adjmat`,起点为 `startnode`,终点为 `endnode`,则可以调用 `dijkstra(adjmat, startnode, endnode)` 来求得最短路径的长度 `dist` 和路径 `path`。
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