matlab迪杰斯特拉求最短路径完整代码
时间: 2023-06-22 11:25:13 浏览: 157
以下是使用Matlab实现的迪杰斯特拉算法求最短路径的完整代码:
```matlab
function [path, dist] = dijkstra(graph, start, goal)
% Dijkstra's algorithm for finding the shortest path in a graph
% represented as an adjacency matrix, with start and goal nodes specified
n = size(graph, 1);
% Initialize the distance and visited arrays
dist = Inf(1, n);
visited = false(1, n);
prev = zeros(1, n);
% Set the distance of the start node to 0
dist(start) = 0;
while ~all(visited)
% Find the unvisited node with the smallest distance
[~, u] = min(dist(~visited));
if isempty(u)
break;
end
% Mark the current node as visited
visited(u) = true;
% Update the distances of the neighbors of the current node
for v = 1:n
if graph(u,v) ~= 0 && ~visited(v)
alt = dist(u) + graph(u,v);
if alt < dist(v)
dist(v) = alt;
prev(v) = u;
end
end
end
% Check if we have reached the goal node
if visited(goal)
break;
end
end
% Construct the shortest path from start to goal
path = [];
if prev(goal) ~= 0
u = goal;
while u ~= start
path = [u path];
u = prev(u);
end
path = [start path];
end
```
这个算法使用了一个邻接矩阵来表示图,其中每个元素表示两个节点之间的距离,0表示没有连接。算法首先初始化距离和访问数组,然后从起始节点开始,逐个更新它的邻居节点的距离,直到所有节点都被访问或者到达目标节点为止。最后,算法构造出从起始节点到目标节点的最短路径,并返回路径和距离。
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