matlab中怎么定义dijkstra算法
时间: 2023-10-11 09:09:58 浏览: 79
matlab的dijkstra算法
以下是使用Matlab定义Dijkstra算法的示例代码:
```matlab
function [dist, path] = dijkstra(graph, start, dest)
% Dijkstra's algorithm implementation in Matlab
% Input: graph - adjacency matrix of the graph (NxN)
% start - starting node index
% dest - destination node index
% Output: dist - shortest path distance from start to dest
% path - shortest path from start to dest (list of node indices)
%
% Written by Xiaotian Dai, 2021
N = size(graph, 1); % number of nodes
dist = inf(1, N); % initialize distances
prev = zeros(1, N); % initialize previous node indices
visited = false(1, N); % initialize visited flags
dist(start) = 0; % distance to starting node is 0
while any(~visited) % while there are unvisited nodes
% find the node with the smallest distance
[~, u] = min(dist + visited .* inf);
if u == dest % if the destination node is reached
break;
end
visited(u) = true; % mark the node as visited
for v = 1:N % for all neighbors of u
if graph(u, v) > 0 % if there is an edge from u to v
alt = dist(u) + graph(u, v); % calculate alternative distance
if alt < dist(v) % if the alternative distance is shorter
dist(v) = alt; % update distance
prev(v) = u; % update previous node
end
end
end
end
% construct the shortest path
path = [];
if dist(dest) < inf % if a path exists
u = dest;
while u ~= start % traverse the path backwards
path = [u path];
u = prev(u);
end
path = [start path];
end
end
```
该函数的输入参数为邻接矩阵、起点和终点,输出为最短路径长度和路径节点列表。算法使用了一个while循环,每次找到距离起点最近且未被访问的节点进行松弛操作。当找到终点时,算法终止。最后,通过回溯记录前驱节点,构造最短路径。
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