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1168. Optimize Water Distribution in a Village

MST O((V+E)log(V+E)) time O(V) space
这道题首先应该想到是求MST,然后思考如何抽象每个点来构造MST,观察到pipes里每个点都是1-indexed,说明应该有一个点0,解法就是加一个virtual node 0,把每个点自己的weight放到和0连起来的边上,就构成了一棵完整的0-indexed的图,求这个图的MST即可

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class Solution {
public:
int minCostToSupplyWater(int n, vector<int>& wells, vector<vector<int>>& pipes) {
vector<tuple<int, int, int>> edges;
for (int i = 0; i < n; ++i) {
edges.emplace_back(wells[i], 0, i + 1);
}
for (const auto &p : pipes) {
edges.emplace_back(p[2], p[0], p[1]);
}
sort(begin(edges), end(edges));
parent.resize(n + 1);
iota(begin(parent), end(parent), 0);
int res = 0;
for (const auto &[w, u, v] : edges) {
if (merge(u, v)) {
res += w;
}
}
return res;
}

int find(int x) {
while (x != parent[x]) {
x = parent[x] = parent[parent[x]];
}
return x;
}

bool merge(int x, int y) {
int px = find(x), py = find(y);
if (px == py) return false;
parent[px] = py;
return true;
}

vector<int> parent;
};