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2322. 从树中删除边的最小分数

来源第 299 场周赛 Q4难度困难分数2391

题目描述

存在一棵无向连通树,树中有编号从 0 到 n - 1 的 n 个节点, 以及 n - 1 条边。

给你一个下标从 0 开始的整数数组 nums ,长度为 n ,其中 nums[i] 表示第 i 个节点的值。另给你一个二维整数数组 edges ,长度为 n - 1 ,其中 edges[i] = [ai, bi] 表示树中存在一条位于节点 ai 和 bi 之间的边。

删除树中两条 不同 的边以形成三个连通组件。对于一种删除边方案,定义如下步骤以计算其分数:

  1. 分别获取三个组件 每个 组件中所有节点值的异或值。
  2. 最大 异或值和 最小 异或值的 差值 就是这一种删除边方案的分数。
  • 例如,三个组件的节点值分别是:[4,5,7]、[1,9] 和 [3,3,3] 。三个异或值分别是 4 ^ 5 ^ 7 = 6、1 ^ 9 = 8 和 3 ^ 3 ^ 3 = 3 。最大异或值是 8 ,最小异或值是 3 ,分数是 8 - 3 = 5 。

返回在给定树上执行任意删除边方案可能的 最小 分数。

 

示例 1:

输入:nums = [1,5,5,4,11], edges = [[0,1],[1,2],[1,3],[3,4]]
输出:9
解释:上图展示了一种删除边方案。
- 第 1 个组件的节点是 [1,3,4] ,值是 [5,4,11] 。异或值是 5 ^ 4 ^ 11 = 10 。
- 第 2 个组件的节点是 [0] ,值是 [1] 。异或值是 1 = 1 。
- 第 3 个组件的节点是 [2] ,值是 [5] 。异或值是 5 = 5 。
分数是最大异或值和最小异或值的差值,10 - 1 = 9 。
可以证明不存在分数比 9 小的删除边方案。

示例 2:

输入:nums = [5,5,2,4,4,2], edges = [[0,1],[1,2],[5,2],[4,3],[1,3]]
输出:0
解释:上图展示了一种删除边方案。
- 第 1 个组件的节点是 [3,4] ,值是 [4,4] 。异或值是 4 ^ 4 = 0 。
- 第 2 个组件的节点是 [1,0] ,值是 [5,5] 。异或值是 5 ^ 5 = 0 。
- 第 3 个组件的节点是 [2,5] ,值是 [2,2] 。异或值是 2 ^ 2 = 0 。
分数是最大异或值和最小异或值的差值,0 - 0 = 0 。
无法获得比 0 更小的分数 0 。

 

提示:

  • n == nums.length
  • 3 <= n <= 1000
  • 1 <= nums[i] <= 108
  • edges.length == n - 1
  • edges[i].length == 2
  • 0 <= ai, bi < n
  • ai != bi
  • edges 表示一棵有效的树

解法

方法一:DFS + 子树异或和

思考

删两条边得到三块,分数为三块异或和的极差。 \(n \le 1000\),枚举边对再各算一遍异或过于笨重。整树异或 \(s\) 固定,一块的异或等于其子树异或。

先指定一条被删边,得到含根块异或 \(s_1\)。再在该块内 DFS,每个子树异或 \(s_2\) 对应第二条删除。三块即为 \(s\oplus s_1\)、 \(s_2\)、 \(s_1\oplus s_2\)。枚举根与邻边覆盖所有无序边对。

我们记树的异或和为 \(s\),即 \(s = \text{nums}[0] \oplus \text{nums}[1] \oplus \ldots \oplus \text{nums}[n-1]\)。

接下来,枚举 \([0..n)\) 的每个点 \(i\) 作为树的根节点,将根节点与某个子节点 \(j\) 相连的边作为第一条被删除的边。这样我们就获得了两个连通块,我们记包含根节点 \(i\) 的连通块的异或和为 \(s_1\),然后我们对包含根节点 \(i\) 的连通块进行 DFS,计算出每个子树的异或和,记每次 DFS 计算出的子树异或和为 \(s_2\)。那么三个连通块的异或和分别为 \(s \oplus s_1\), \(s_2\) 和 \(s_1 \oplus s_2\)。我们需要计算这三个异或和的最大值和最小值,记为 \(\textit{mx}\) 和 \(\textit{mn}\),那么对于枚举的每一种情况,得到的分数为 \(\textit{mx} - \textit{mn}\)。求所有情况的最小值作为答案。

计算每个子树的异或和可以通过 DFS 实现。定义一个函数 \(\text{dfs}(i, fa)\),表示从节点 \(i\) 开始 DFS,而 \(fa\) 是节点 \(i\) 的父节点。函数返回值为以节点 \(i\) 为根的子树的异或和。

时间复杂度 \(O(n^2)\),空间复杂度 \(O(n)\)。其中 \(n\) 是树的节点数。

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class Solution:
    def minimumScore(self, nums: List[int], edges: List[List[int]]) -> int:
        def dfs(i: int, fa: int) -> int:
            res = nums[i]
            for j in g[i]:
                if j != fa:
                    res ^= dfs(j, i)
            return res

        def dfs2(i: int, fa: int) -> int:
            nonlocal s, s1, ans
            res = nums[i]
            for j in g[i]:
                if j != fa:
                    s2 = dfs2(j, i)
                    res ^= s2
                    mx = max(s ^ s1, s2, s1 ^ s2)
                    mn = min(s ^ s1, s2, s1 ^ s2)
                    ans = min(ans, mx - mn)
            return res

        g = defaultdict(list)
        for a, b in edges:
            g[a].append(b)
            g[b].append(a)
        s = reduce(lambda x, y: x ^ y, nums)
        n = len(nums)
        ans = inf
        for i in range(n):
            for j in g[i]:
                s1 = dfs(i, j)
                dfs2(i, j)
        return ans
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class Solution {
    private int[] nums;
    private List<Integer>[] g;
    private int ans = Integer.MAX_VALUE;
    private int s;
    private int s1;

    public int minimumScore(int[] nums, int[][] edges) {
        int n = nums.length;
        this.nums = nums;
        g = new List[n];
        Arrays.setAll(g, k -> new ArrayList<>());
        for (int[] e : edges) {
            int a = e[0], b = e[1];
            g[a].add(b);
            g[b].add(a);
        }
        for (int x : nums) {
            s ^= x;
        }
        for (int i = 0; i < n; ++i) {
            for (int j : g[i]) {
                s1 = dfs(i, j);
                dfs2(i, j);
            }
        }
        return ans;
    }

    private int dfs(int i, int fa) {
        int res = nums[i];
        for (int j : g[i]) {
            if (j != fa) {
                res ^= dfs(j, i);
            }
        }
        return res;
    }

    private int dfs2(int i, int fa) {
        int res = nums[i];
        for (int j : g[i]) {
            if (j != fa) {
                int s2 = dfs2(j, i);
                res ^= s2;
                int mx = Math.max(Math.max(s ^ s1, s2), s1 ^ s2);
                int mn = Math.min(Math.min(s ^ s1, s2), s1 ^ s2);
                ans = Math.min(ans, mx - mn);
            }
        }
        return res;
    }
}
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class Solution {
public:
    int minimumScore(vector<int>& nums, vector<vector<int>>& edges) {
        int n = nums.size();
        vector<int> g[n];
        for (const auto& e : edges) {
            int a = e[0], b = e[1];
            g[a].push_back(b);
            g[b].push_back(a);
        }
        int s = 0, s1 = 0;
        int ans = INT_MAX;
        for (int x : nums) {
            s ^= x;
        }
        auto dfs = [&](this auto&& dfs, int i, int fa) -> int {
            int res = nums[i];
            for (int j : g[i]) {
                if (j != fa) {
                    res ^= dfs(j, i);
                }
            }
            return res;
        };
        auto dfs2 = [&](this auto&& dfs2, int i, int fa) -> int {
            int res = nums[i];
            for (int j : g[i]) {
                if (j != fa) {
                    int s2 = dfs2(j, i);
                    res ^= s2;
                    int mx = max({s ^ s1, s2, s1 ^ s2});
                    int mn = min({s ^ s1, s2, s1 ^ s2});
                    ans = min(ans, mx - mn);
                }
            }
            return res;
        };
        for (int i = 0; i < n; ++i) {
            for (int j : g[i]) {
                s1 = dfs(i, j);
                dfs2(i, j);
            }
        }
        return ans;
    }
};
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func minimumScore(nums []int, edges [][]int) int {
    n := len(nums)
    g := make([][]int, n)
    for _, e := range edges {
        a, b := e[0], e[1]
        g[a] = append(g[a], b)
        g[b] = append(g[b], a)
    }
    s, s1 := 0, 0
    ans := math.MaxInt32
    for _, x := range nums {
        s ^= x
    }
    var dfs func(i, fa int) int
    dfs = func(i, fa int) int {
        res := nums[i]
        for _, j := range g[i] {
            if j != fa {
                res ^= dfs(j, i)
            }
        }
        return res
    }
    var dfs2 func(i, fa int) int
    dfs2 = func(i, fa int) int {
        res := nums[i]
        for _, j := range g[i] {
            if j != fa {
                s2 := dfs2(j, i)
                res ^= s2
                mx := max(s^s1, s2, s1^s2)
                mn := min(s^s1, s2, s1^s2)
                ans = min(ans, mx-mn)
            }
        }
        return res
    }
    for i := 0; i < n; i++ {
        for _, j := range g[i] {
            s1 = dfs(i, j)
            dfs2(i, j)
        }
    }
    return ans
}
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function minimumScore(nums: number[], edges: number[][]): number {
    const n = nums.length;
    const g: number[][] = Array.from({ length: n }, () => []);
    for (const [a, b] of edges) {
        g[a].push(b);
        g[b].push(a);
    }
    const s = nums.reduce((a, b) => a ^ b, 0);
    let s1 = 0;
    let ans = Number.MAX_SAFE_INTEGER;
    function dfs(i: number, fa: number): number {
        let res = nums[i];
        for (const j of g[i]) {
            if (j !== fa) {
                res ^= dfs(j, i);
            }
        }
        return res;
    }
    function dfs2(i: number, fa: number): number {
        let res = nums[i];
        for (const j of g[i]) {
            if (j !== fa) {
                const s2 = dfs2(j, i);
                res ^= s2;
                const mx = Math.max(s ^ s1, s2, s1 ^ s2);
                const mn = Math.min(s ^ s1, s2, s1 ^ s2);
                ans = Math.min(ans, mx - mn);
            }
        }
        return res;
    }
    for (let i = 0; i < n; ++i) {
        for (const j of g[i]) {
            s1 = dfs(i, j);
            dfs2(i, j);
        }
    }
    return ans;
}
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impl Solution {
    pub fn minimum_score(nums: Vec<i32>, edges: Vec<Vec<i32>>) -> i32 {
        let n = nums.len();
        let mut g = vec![vec![]; n];
        for e in edges.iter() {
            let a = e[0] as usize;
            let b = e[1] as usize;
            g[a].push(b);
            g[b].push(a);
        }
        let mut s1 = 0;
        let mut ans = i32::MAX;
        let s = nums.iter().fold(0, |acc, &x| acc ^ x);

        fn dfs(i: usize, fa: usize, g: &Vec<Vec<usize>>, nums: &Vec<i32>) -> i32 {
            let mut res = nums[i];
            for &j in &g[i] {
                if j != fa {
                    res ^= dfs(j, i, g, nums);
                }
            }
            res
        }

        fn dfs2(
            i: usize,
            fa: usize,
            g: &Vec<Vec<usize>>,
            nums: &Vec<i32>,
            s: i32,
            s1: i32,
            ans: &mut i32
        ) -> i32 {
            let mut res = nums[i];
            for &j in &g[i] {
                if j != fa {
                    let s2 = dfs2(j, i, g, nums, s, s1, ans);
                    res ^= s2;
                    let mx = (s ^ s1).max(s2).max(s1 ^ s2);
                    let mn = (s ^ s1).min(s2).min(s1 ^ s2);
                    *ans = (*ans).min(mx - mn);
                }
            }
            res
        }

        for i in 0..n {
            for &j in &g[i] {
                s1 = dfs(i, j, &g, &nums);
                dfs2(i, j, &g, &nums, s, s1, &mut ans);
            }
        }
        ans
    }
}
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public class Solution {
    public int MinimumScore(int[] nums, int[][] edges) {
        int n = nums.Length;
        List<int>[] g = new List<int>[n];
        for (int i = 0; i < n; i++) {
            g[i] = new List<int>();
        }
        foreach (var e in edges) {
            int a = e[0], b = e[1];
            g[a].Add(b);
            g[b].Add(a);
        }

        int s = 0;
        foreach (int x in nums) {
            s ^= x;
        }

        int ans = int.MaxValue;
        int s1 = 0;

        int Dfs(int i, int fa) {
            int res = nums[i];
            foreach (int j in g[i]) {
                if (j != fa) {
                    res ^= Dfs(j, i);
                }
            }
            return res;
        }

        int Dfs2(int i, int fa) {
            int res = nums[i];
            foreach (int j in g[i]) {
                if (j != fa) {
                    int s2 = Dfs2(j, i);
                    res ^= s2;
                    int mx = Math.Max(Math.Max(s ^ s1, s2), s1 ^ s2);
                    int mn = Math.Min(Math.Min(s ^ s1, s2), s1 ^ s2);
                    ans = Math.Min(ans, mx - mn);
                }
            }
            return res;
        }

        for (int i = 0; i < n; ++i) {
            foreach (int j in g[i]) {
                s1 = Dfs(i, j);
                Dfs2(i, j);
            }
        }

        return ans;
    }
}

方法二:显式栈 + 子树异或和

思考

删去两条边会得到三个连通块,分数是这三块异或和的极差。 \(n \le 1000\),若对每对边都重新遍历整棵树,常数会偏大。整树异或 \(s\) 是定值,删去一条边后,一侧连通块的异或等于按该边定向后的子树异或。先枚举第一条被删边,求出含当前根的那一块异或 \(s_1\),再把该块里每个子树异或 \(s_2\) 当作第二条删除,三块就是 \(s \oplus s_1\)、 \(s_2\) 和 \(s_1 \oplus s_2\)。沿一条链递归计算这些子树异或时,调用深度等于节点数,在 \(n = 1000\) 时会超出 Python 的递归上限。因此栈中保存 \((节点, 父节点, 状态)\):状态 \(0\) 先压入退出标记再压入子节点,状态 \(1\) 在子树异或就绪后写回当前节点。第一次栈求出 \(s_1\),第二次栈对每个子树 \(s_2\) 更新极差。

我们记树的异或和为 \(s\),即 \(s = \text{nums}[0] \oplus \text{nums}[1] \oplus \ldots \oplus \text{nums}[n-1]\)。

接下来,枚举 \([0..n)\) 的每个点 \(i\),并把 \(i\) 与某个邻接点 \(j\) 之间的边当作第一条被删除的边。这样得到两个连通块。记包含 \(i\) 的连通块的异或和为 \(s_1\),再在这块里面求出每个子树的异或和 \(s_2\)。三个连通块的异或和分别是 \(s \oplus s_1\)、 \(s_2\) 和 \(s_1 \oplus s_2\)。它们的最大值与最小值之差就是当前删边方案的分数,答案取所有方案的最小值。枚举每个点及其每条邻边,可以覆盖所有无序边对。

子树异或用显式栈按后序计算。栈中元素是 \((节点, 父节点, 状态)\)。状态为 \(0\) 时先压入退出标记,再压入除父节点以外的邻接点;状态为 \(1\) 时把各子树异或与自身值异或,得到以当前节点为根的子树异或。第一次栈只取包含 \(i\)、且不经过 \(j\) 的那一块异或 \(s_1\)。第二次栈在算出每个子树异或 \(s_2\) 后,用上面的三个值更新答案。子节点的处理顺序不影响极差。

时间复杂度 \(O(n^2)\),空间复杂度 \(O(n)\)。其中 \(n\) 是树的节点数。

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class Solution:
    def minimumScore(self, nums: List[int], edges: List[List[int]]) -> int:
        n = len(nums)
        g = [[] for _ in range(n)]
        for a, b in edges:
            g[a].append(b)
            g[b].append(a)
        s = 0
        for x in nums:
            s ^= x

        def component_xor(root: int, ban: int) -> int:
            sub = [0] * n
            stk = [(root, ban, 0)]
            while stk:
                i, fa, state = stk.pop()
                if state == 0:
                    stk.append((i, fa, 1))
                    for j in g[i]:
                        if j != fa:
                            stk.append((j, i, 0))
                else:
                    res = nums[i]
                    for j in g[i]:
                        if j != fa:
                            res ^= sub[j]
                    sub[i] = res
            return sub[root]

        def collect(root: int, ban: int, s1: int) -> None:
            nonlocal ans
            sub = [0] * n
            stk = [(root, ban, 0)]
            while stk:
                i, fa, state = stk.pop()
                if state == 0:
                    stk.append((i, fa, 1))
                    for j in g[i]:
                        if j != fa:
                            stk.append((j, i, 0))
                else:
                    res = nums[i]
                    for j in g[i]:
                        if j != fa:
                            s2 = sub[j]
                            res ^= s2
                            mx = max(s ^ s1, s2, s1 ^ s2)
                            mn = min(s ^ s1, s2, s1 ^ s2)
                            ans = min(ans, mx - mn)
                    sub[i] = res

        ans = inf
        for i in range(n):
            for j in g[i]:
                s1 = component_xor(i, j)
                collect(i, j, s1)
        return ans
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class Solution {
    public int minimumScore(int[] nums, int[][] edges) {
        int n = nums.length;
        List<Integer>[] g = new List[n];
        Arrays.setAll(g, k -> new ArrayList<>());
        for (int[] e : edges) {
            int a = e[0], b = e[1];
            g[a].add(b);
            g[b].add(a);
        }
        int s = 0;
        for (int x : nums) {
            s ^= x;
        }
        int ans = Integer.MAX_VALUE;
        for (int i = 0; i < n; ++i) {
            for (int j : g[i]) {
                int s1 = componentXor(nums, g, i, j);
                ans = Math.min(ans, collect(nums, g, i, j, s, s1));
            }
        }
        return ans;
    }

    private int componentXor(int[] nums, List<Integer>[] g, int root, int ban) {
        int n = nums.length;
        int[] sub = new int[n];
        Deque<int[]> stk = new ArrayDeque<>();
        stk.push(new int[] {root, ban, 0});
        while (!stk.isEmpty()) {
            int[] cur = stk.pop();
            int i = cur[0], fa = cur[1], state = cur[2];
            if (state == 0) {
                stk.push(new int[] {i, fa, 1});
                for (int j : g[i]) {
                    if (j != fa) {
                        stk.push(new int[] {j, i, 0});
                    }
                }
            } else {
                int res = nums[i];
                for (int j : g[i]) {
                    if (j != fa) {
                        res ^= sub[j];
                    }
                }
                sub[i] = res;
            }
        }
        return sub[root];
    }

    private int collect(int[] nums, List<Integer>[] g, int root, int ban, int s, int s1) {
        int n = nums.length;
        int ans = Integer.MAX_VALUE;
        int[] sub = new int[n];
        Deque<int[]> stk = new ArrayDeque<>();
        stk.push(new int[] {root, ban, 0});
        while (!stk.isEmpty()) {
            int[] cur = stk.pop();
            int i = cur[0], fa = cur[1], state = cur[2];
            if (state == 0) {
                stk.push(new int[] {i, fa, 1});
                for (int j : g[i]) {
                    if (j != fa) {
                        stk.push(new int[] {j, i, 0});
                    }
                }
            } else {
                int res = nums[i];
                for (int j : g[i]) {
                    if (j != fa) {
                        int s2 = sub[j];
                        res ^= s2;
                        int mx = Math.max(Math.max(s ^ s1, s2), s1 ^ s2);
                        int mn = Math.min(Math.min(s ^ s1, s2), s1 ^ s2);
                        ans = Math.min(ans, mx - mn);
                    }
                }
                sub[i] = res;
            }
        }
        return ans;
    }
}
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class Solution {
public:
    int minimumScore(vector<int>& nums, vector<vector<int>>& edges) {
        int n = nums.size();
        vector<vector<int>> g(n);
        for (const auto& e : edges) {
            int a = e[0], b = e[1];
            g[a].push_back(b);
            g[b].push_back(a);
        }
        int s = 0;
        for (int x : nums) {
            s ^= x;
        }
        int ans = INT_MAX;
        for (int i = 0; i < n; ++i) {
            for (int j : g[i]) {
                int s1 = componentXor(nums, g, i, j);
                ans = min(ans, collect(nums, g, i, j, s, s1));
            }
        }
        return ans;
    }

private:
    int componentXor(vector<int>& nums, vector<vector<int>>& g, int root, int ban) {
        int n = nums.size();
        vector<int> sub(n);
        vector<array<int, 3>> stk{{root, ban, 0}};
        while (!stk.empty()) {
            auto [i, fa, state] = stk.back();
            stk.pop_back();
            if (state == 0) {
                stk.push_back({i, fa, 1});
                for (int j : g[i]) {
                    if (j != fa) {
                        stk.push_back({j, i, 0});
                    }
                }
            } else {
                int res = nums[i];
                for (int j : g[i]) {
                    if (j != fa) {
                        res ^= sub[j];
                    }
                }
                sub[i] = res;
            }
        }
        return sub[root];
    }

    int collect(vector<int>& nums, vector<vector<int>>& g, int root, int ban, int s, int s1) {
        int n = nums.size();
        int ans = INT_MAX;
        vector<int> sub(n);
        vector<array<int, 3>> stk{{root, ban, 0}};
        while (!stk.empty()) {
            auto [i, fa, state] = stk.back();
            stk.pop_back();
            if (state == 0) {
                stk.push_back({i, fa, 1});
                for (int j : g[i]) {
                    if (j != fa) {
                        stk.push_back({j, i, 0});
                    }
                }
            } else {
                int res = nums[i];
                for (int j : g[i]) {
                    if (j != fa) {
                        int s2 = sub[j];
                        res ^= s2;
                        int mx = max({s ^ s1, s2, s1 ^ s2});
                        int mn = min({s ^ s1, s2, s1 ^ s2});
                        ans = min(ans, mx - mn);
                    }
                }
                sub[i] = res;
            }
        }
        return ans;
    }
};
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func minimumScore(nums []int, edges [][]int) int {
    n := len(nums)
    g := make([][]int, n)
    for _, e := range edges {
        a, b := e[0], e[1]
        g[a] = append(g[a], b)
        g[b] = append(g[b], a)
    }
    s := 0
    for _, x := range nums {
        s ^= x
    }
    componentXor := func(root, ban int) int {
        sub := make([]int, n)
        stk := [][3]int{{root, ban, 0}}
        for len(stk) > 0 {
            cur := stk[len(stk)-1]
            stk = stk[:len(stk)-1]
            i, fa, state := cur[0], cur[1], cur[2]
            if state == 0 {
                stk = append(stk, [3]int{i, fa, 1})
                for _, j := range g[i] {
                    if j != fa {
                        stk = append(stk, [3]int{j, i, 0})
                    }
                }
            } else {
                res := nums[i]
                for _, j := range g[i] {
                    if j != fa {
                        res ^= sub[j]
                    }
                }
                sub[i] = res
            }
        }
        return sub[root]
    }
    collect := func(root, ban, s1 int) int {
        ans := math.MaxInt32
        sub := make([]int, n)
        stk := [][3]int{{root, ban, 0}}
        for len(stk) > 0 {
            cur := stk[len(stk)-1]
            stk = stk[:len(stk)-1]
            i, fa, state := cur[0], cur[1], cur[2]
            if state == 0 {
                stk = append(stk, [3]int{i, fa, 1})
                for _, j := range g[i] {
                    if j != fa {
                        stk = append(stk, [3]int{j, i, 0})
                    }
                }
            } else {
                res := nums[i]
                for _, j := range g[i] {
                    if j != fa {
                        s2 := sub[j]
                        res ^= s2
                        mx := max(s^s1, s2, s1^s2)
                        mn := min(s^s1, s2, s1^s2)
                        ans = min(ans, mx-mn)
                    }
                }
                sub[i] = res
            }
        }
        return ans
    }
    ans := math.MaxInt32
    for i := 0; i < n; i++ {
        for _, j := range g[i] {
            s1 := componentXor(i, j)
            ans = min(ans, collect(i, j, s1))
        }
    }
    return ans
}
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function minimumScore(nums: number[], edges: number[][]): number {
    const n = nums.length;
    const g: number[][] = Array.from({ length: n }, () => []);
    for (const [a, b] of edges) {
        g[a].push(b);
        g[b].push(a);
    }
    const s = nums.reduce((a, b) => a ^ b, 0);
    const componentXor = (root: number, ban: number): number => {
        const sub = Array(n).fill(0);
        const stk: number[][] = [[root, ban, 0]];
        while (stk.length) {
            const [i, fa, state] = stk.pop()!;
            if (state === 0) {
                stk.push([i, fa, 1]);
                for (const j of g[i]) {
                    if (j !== fa) {
                        stk.push([j, i, 0]);
                    }
                }
            } else {
                let res = nums[i];
                for (const j of g[i]) {
                    if (j !== fa) {
                        res ^= sub[j];
                    }
                }
                sub[i] = res;
            }
        }
        return sub[root];
    };
    const collect = (root: number, ban: number, s1: number): number => {
        let ans = Number.MAX_SAFE_INTEGER;
        const sub = Array(n).fill(0);
        const stk: number[][] = [[root, ban, 0]];
        while (stk.length) {
            const [i, fa, state] = stk.pop()!;
            if (state === 0) {
                stk.push([i, fa, 1]);
                for (const j of g[i]) {
                    if (j !== fa) {
                        stk.push([j, i, 0]);
                    }
                }
            } else {
                let res = nums[i];
                for (const j of g[i]) {
                    if (j !== fa) {
                        const s2 = sub[j];
                        res ^= s2;
                        const mx = Math.max(s ^ s1, s2, s1 ^ s2);
                        const mn = Math.min(s ^ s1, s2, s1 ^ s2);
                        ans = Math.min(ans, mx - mn);
                    }
                }
                sub[i] = res;
            }
        }
        return ans;
    };
    let ans = Number.MAX_SAFE_INTEGER;
    for (let i = 0; i < n; ++i) {
        for (const j of g[i]) {
            const s1 = componentXor(i, j);
            ans = Math.min(ans, collect(i, j, s1));
        }
    }
    return ans;
}
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impl Solution {
    pub fn minimum_score(nums: Vec<i32>, edges: Vec<Vec<i32>>) -> i32 {
        let n = nums.len();
        let mut g = vec![vec![]; n];
        for e in edges.iter() {
            let a = e[0] as usize;
            let b = e[1] as usize;
            g[a].push(b);
            g[b].push(a);
        }
        let s = nums.iter().fold(0, |acc, &x| acc ^ x);

        fn component_xor(root: usize, ban: usize, g: &[Vec<usize>], nums: &[i32]) -> i32 {
            let n = nums.len();
            let mut sub = vec![0; n];
            let mut stk = vec![(root, ban, 0)];
            while let Some((i, fa, state)) = stk.pop() {
                if state == 0 {
                    stk.push((i, fa, 1));
                    for &j in &g[i] {
                        if j != fa {
                            stk.push((j, i, 0));
                        }
                    }
                } else {
                    let mut res = nums[i];
                    for &j in &g[i] {
                        if j != fa {
                            res ^= sub[j];
                        }
                    }
                    sub[i] = res;
                }
            }
            sub[root]
        }

        fn collect(
            root: usize,
            ban: usize,
            g: &[Vec<usize>],
            nums: &[i32],
            s: i32,
            s1: i32,
        ) -> i32 {
            let n = nums.len();
            let mut ans = i32::MAX;
            let mut sub = vec![0; n];
            let mut stk = vec![(root, ban, 0)];
            while let Some((i, fa, state)) = stk.pop() {
                if state == 0 {
                    stk.push((i, fa, 1));
                    for &j in &g[i] {
                        if j != fa {
                            stk.push((j, i, 0));
                        }
                    }
                } else {
                    let mut res = nums[i];
                    for &j in &g[i] {
                        if j != fa {
                            let s2 = sub[j];
                            res ^= s2;
                            let mx = (s ^ s1).max(s2).max(s1 ^ s2);
                            let mn = (s ^ s1).min(s2).min(s1 ^ s2);
                            ans = ans.min(mx - mn);
                        }
                    }
                    sub[i] = res;
                }
            }
            ans
        }

        let mut ans = i32::MAX;
        for i in 0..n {
            for &j in &g[i] {
                let s1 = component_xor(i, j, &g, &nums);
                ans = ans.min(collect(i, j, &g, &nums, s, s1));
            }
        }
        ans
    }
}
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public class Solution {
    public int MinimumScore(int[] nums, int[][] edges) {
        int n = nums.Length;
        List<int>[] g = new List<int>[n];
        for (int i = 0; i < n; i++) {
            g[i] = new List<int>();
        }
        foreach (var e in edges) {
            int a = e[0], b = e[1];
            g[a].Add(b);
            g[b].Add(a);
        }

        int s = 0;
        foreach (int x in nums) {
            s ^= x;
        }

        int ComponentXor(int root, int ban) {
            int[] sub = new int[n];
            var stk = new Stack<int[]>();
            stk.Push(new int[] { root, ban, 0 });
            while (stk.Count > 0) {
                int[] cur = stk.Pop();
                int i = cur[0], fa = cur[1], state = cur[2];
                if (state == 0) {
                    stk.Push(new int[] { i, fa, 1 });
                    foreach (int j in g[i]) {
                        if (j != fa) {
                            stk.Push(new int[] { j, i, 0 });
                        }
                    }
                } else {
                    int res = nums[i];
                    foreach (int j in g[i]) {
                        if (j != fa) {
                            res ^= sub[j];
                        }
                    }
                    sub[i] = res;
                }
            }
            return sub[root];
        }

        int Collect(int root, int ban, int s1) {
            int best = int.MaxValue;
            int[] sub = new int[n];
            var stk = new Stack<int[]>();
            stk.Push(new int[] { root, ban, 0 });
            while (stk.Count > 0) {
                int[] cur = stk.Pop();
                int i = cur[0], fa = cur[1], state = cur[2];
                if (state == 0) {
                    stk.Push(new int[] { i, fa, 1 });
                    foreach (int j in g[i]) {
                        if (j != fa) {
                            stk.Push(new int[] { j, i, 0 });
                        }
                    }
                } else {
                    int res = nums[i];
                    foreach (int j in g[i]) {
                        if (j != fa) {
                            int s2 = sub[j];
                            res ^= s2;
                            int mx = Math.Max(Math.Max(s ^ s1, s2), s1 ^ s2);
                            int mn = Math.Min(Math.Min(s ^ s1, s2), s1 ^ s2);
                            best = Math.Min(best, mx - mn);
                        }
                    }
                    sub[i] = res;
                }
            }
            return best;
        }

        int ans = int.MaxValue;
        for (int i = 0; i < n; ++i) {
            foreach (int j in g[i]) {
                int s1 = ComponentXor(i, j);
                ans = Math.Min(ans, Collect(i, j, s1));
            }
        }
        return ans;
    }
}

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