给一副n个点的无向图(非完全图),求从点0到遍历所有点最后回到0点的最短路径 matlab
时间: 2023-05-28 12:06:50 浏览: 97
无向图最短路径
以下是一个基于BFS算法的MATLAB代码,可以求解从点0到遍历所有点最后回到0点的最短路径:
```matlab
function shortestPath = bfsShortestPath(n, edges)
% BFS shortest path algorithm to find shortest path from node 0 to
% traverse all nodes and return to node 0
% n: number of nodes in the graph
% edges: list of edges in the graph (each row is an edge)
% create adjacency matrix
adjMatrix = zeros(n);
for i = 1:size(edges, 1)
adjMatrix(edges(i,1)+1, edges(i,2)+1) = 1;
adjMatrix(edges(i,2)+1, edges(i,1)+1) = 1;
end
% initialize variables
queue = 0;
visited = zeros(n, 1);
visited(1) = 1;
distances = zeros(n);
allVisited = 2^(n) - 1;
% perform BFS
while ~isempty(queue)
node = queue(1);
queue = queue(2:end);
for i = 1:n
if adjMatrix(node+1, i) == 1 && visited(i) == 0
queue = [queue i];
visited(i) = 1;
distances(i) = distances(node+1) + 1;
if bitand(visited, allVisited) == allVisited
break;
end
end
end
end
% get shortest path
shortestPath = distances(1);
for i = 1:n
if bitand(visited, allVisited) == allVisited
break;
end
if visited(i) == 0
shortestPath = -1;
break;
end
if distances(i) < shortestPath || shortestPath == 0
shortestPath = distances(i);
end
end
end
```
该算法的时间复杂度为O(n^2),其中n是节点数。
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