matlab kruskal算法代码
时间: 2024-04-09 18:25:49 浏览: 107
Kruskal算法是一种用于求解最小生成树的贪心算法,而Matlab是一种高级的数值计算和可视化编程语言。下面是一个简单的Matlab实现Kruskal算法的代码示例:
```matlab
% 定义边的结构体
Edge = struct('src', [], 'dst', [], 'weight', []);
function [parent, rank] = makeSet(vertices)
parent = 1:vertices;
rank = zeros(1, vertices);
end
function root = find(parent, vertex)
if parent(vertex) ~= vertex
parent(vertex) = find(parent, parent(vertex));
end
root = parent(vertex);
end
function union(parent, rank, x, y)
xRoot = find(parent, x);
yRoot = find(parent, y);
if rank(xRoot) < rank(yRoot)
parent(xRoot) = yRoot;
elseif rank(xRoot) > rank(yRoot)
parent(yRoot) = xRoot;
else
parent(yRoot) = xRoot;
rank(xRoot) = rank(xRoot) + 1;
end
end
function mst = kruskal(vertices, edges)
mst = [];
sortedEdges = sort(edges, 'ascend', 'ComparisonMethod', 'auto');
[parent, rank] = makeSet(vertices);
for i = 1:length(sortedEdges)
src = sortedEdges(i).src;
dst = sortedEdges(i).dst;
if find(parent, src) ~= find(parent, dst)
mst = [mst, sortedEdges(i)];
union(parent, rank, src, dst);
end
if length(mst) == vertices - 1
break;
end
end
end
% 测试代码
vertices = 4;
edges = [Edge(1, 2, 10), Edge(1, 3, 6), Edge(2, 3, 5), Edge(2, 4, 15), Edge(3, 4, 4)];
mst = kruskal(vertices, edges);
% 输出最小生成树的边
disp('最小生成树的边:');
for i = 1:length(mst)
disp(['边 ', num2str(i), ': ', num2str(mst(i).src), ' - ', num2str(mst(i).dst)]);
end
```
这段代码实现了Kruskal算法,并输出最小生成树的边。你可以根据自己的需求修改顶点数和边的权重来进行测试。
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