动态规划算法的最短路径问题的MATLAB代码
时间: 2023-12-24 15:55:56 浏览: 89
以下是一个简单的MATLAB代码实现Dijkstra算法解决最短路径问题,其中使用了动态规划的思想:
```matlab
function [dist, path] = Dijkstra(graph, source)
n = size(graph, 1);
dist = inf(1, n);
visited = false(1, n);
prev = zeros(1, n);
dist(source) = 0;
for i = 1:n-1
u = find(!visited & dist == min(dist));
u = u(1);
visited(u) = true;
for v = 1:n
if (!visited(v) && graph(u, v) ~= inf)
alt = dist(u) + graph(u, v);
if (alt < dist(v))
dist(v) = alt;
prev(v) = u;
endif
endif
endfor
endfor
path = zeros(1, n);
path(1) = source;
for i = 2:n
path(i) = prev(path(i-1));
endfor
path = fliplr(path);
endfunction
```
使用方法:`[dist, path] = Dijkstra(graph, source)`,其中`graph`是一个邻接矩阵,`source`是起点,`dist`返回最短距离数组,`path`返回最短路径数组。
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