使用Dijkstra算法求最短路matlab程序
时间: 2024-03-21 16:19:05 浏览: 92
以下是Matlab实现的Dijkstra算法来求一个有向图中从源节点到目标节点的最短路径的程序:
```matlab
function [path, totalDist] = dijkstra(adjMatrix, source, target)
numNodes = size(adjMatrix, 1);
dist = inf(1, numNodes);
visited = false(1, numNodes);
previous = zeros(1, numNodes);
dist(source) = 0;
for i = 1:numNodes
[minDist, current] = min(dist);
if current == target
break;
end
visited(current) = true;
neighbors = find(adjMatrix(current, :));
for neighbor = neighbors
if ~visited(neighbor)
tentativeDist = dist(current) + adjMatrix(current, neighbor);
if tentativeDist < dist(neighbor)
dist(neighbor) = tentativeDist;
previous(neighbor) = current;
end
end
end
end
if dist(target) == inf
path = [];
totalDist = NaN;
else
path = target;
totalDist = dist(target);
while previous(path(1)) ~= 0
path = [previous(path(1)), path];
end
if path(1) ~= source
path = [];
totalDist = NaN;
end
end
```
其中,adjMatrix是一个邻接矩阵,source是源节点,target是目标节点。函数返回最短路径和路径的总长度。如果找不到从源节点到目标节点的路径,则返回空路径和NaN的总长度。
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