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GG网络技术分享 2025-11-13 18:33 2
Kruskal算法和Prim算法dou是用于求解Zui细小生成树的贪心算法,它们在图论中非常关键。
Kruskal算法的基本思想是按照边的权沉从细小到巨大选择边,一边确保选择的边不会形成环。
matlab function = kruskal % 输入参数: % graph - 一个矩阵, 其中graph表示边的权沉,Ru果不存在边则设置为无没钱巨大。 % 输出参数: % mstedges - Zui细小生成树的边列表。 % mstweight - Zui细小生成树的总权沉。
num_vertices = size;
num_edges = 0;
for i = 1:num_vertices
for j = i+1:num_vertices
if graph <inf
num_edges = num_edges + 1;
end
end
end
% 初始化边和并查集
edges = zeros;
for i = 1:num_edges
edges = ;
end
for i = 1:num_vertices
edges = i;
edges = i;
end
% 按权沉排序边
= sort);
for i = 1:num_edges
edges = graph);
end
% 初始化并查集
parent = 1:num_vertices;
rank = zeros;
% 构建Zui细小生成树
mst_edges = ;
mst_weight = 0;
for i = 1:num_edges
u = edges;
v = edges;
weight = edges;
% 检查边是不是会形成环
root_u = find;
root_v = find;
if root_u ~= root_v
% 合并两个集合
parent = root_v;
mst_edges = ];
mst_weight = mst_weight + weight;
end
end
end
% 辅助函数:查找并查集的根节点 function root = find if parent ~= x parent = find, parent); end root = parent; end
Prim算法从一个顶点开头, 一点点许多些边到生成树中,每次选择连接生成树和剩余顶点中权沉Zui细小的边。
num_vertices = size;
num_edges = 0;
for i = 1:num_vertices
for j = i+1:num_vertices
if graph <inf
num_edges = num_edges + 1;
end
end
end
% 初始化边和Zui细小堆
edges = zeros;
for i = 1:num_edges
edges = ;
end
for i = 1:num_edges
edges = i;
edges = i;
end
% 按权沉排序边
= sort);
for i = 1:num_edges
edges = graph);
end
% 初始化并查集
parent = 1:num_vertices;
rank = zeros;
in_mst = false;
in_mst = true;
mst_weight = 0;
mst_edges = ;
% 构建Zui细小生成树
for i = 1:num_vertices
u = 1;
while in_mst
u = u + 1;
end
for j = 1:num_edges
v = edges;
w = edges;
weight = edges;
if graph <inf && in_mst == false && weight <graph
in_mst = true;
mst_weight = mst_weight + weight;
mst_edges = ];
edges = inf; % 别让
选择相同的边
end
end
end
end
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