2024 jscpc E题 Divide题解
题目链接:Divide
分析题意,区间要取最大值,然后除以 \(2\),向下取整,不断执行 \(k\) 次这样的操作,最后问你区间最大值。看一眼 \(k \le 1e9\),看眼 \(n,val \le 1e5\),再看眼时限:\(6s\),当时赛场上刚看到时想到的是 \(根号/大常数双\log?\),这题出发点其实还是很显然的:均摊结构。
常见的均摊结构,对元素大小为 \(n\) 的数进行一系列操作:
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对一个数不断除以 \(x\),最终为 \(0\) 以后不变,次数为 \(\log\) 级别。
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对一个数不断开方,最终为 \(1\) 以后不变,根据 \(master\) 主定理,类似 \(vb\) 树的分析,至多为 \(\log\log{n}\) 次。
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对一个数不断做 \(a_i=\gcd{(a_i,x)}\) 操作,最终为 \(1\),如果每次操作是有效的,那么至多为 \(\log\) 级别。证明:对于一个数来说,如果这个操作 \(x\) 恰好满足 \(x\) 恰好为 \(a_i\) 的倍数,显然他们的 \(\gcd\) 恰好为 \(a_i\),并不会发生改变,是无效操作。那么有效操作,显然一定会减小。容易知道除了 \(1\) 以外,\(2\) 可能是 \(a_i\) 的最小因数,那么反之最大因数 \(mx \le \dfrac{a_i}{2}\),所以每次操作变为最大公因数不会小于各自的最大因数,即至少减小为原来的一半,即情况 \(1\)。
那么一个很好想的东西,就是这 \(n\) 个数全部变为最终的 \(0\),至多有 \(n\log{n}\) 个数,当然去重后显然也不会超过 \(n\),但到此你还是并不清楚查询问题怎么解决。
考虑暴力
赛场时队友给了一个很好的对拍的暴力思路,就是我们把 \([l,r]\) 上的数全部丢入到堆当中,然后我们执行 \(k\) 次这样的操作,每次弹出堆顶,然后除以 \(2\) 以后加入到堆当中,执行 \(k\) 次后的堆顶即为答案,其实也就是模拟题目过程。考虑这个模型简化下,我们如果让所有数及其它们的操作数全部放入堆中,那么我们发现,操作就变为了:每次弹出堆顶,最后堆顶即为答案,这个很好思考,手玩一下就懂了。那么这个堆肯定不能要了,我们考虑更快的一些数据结构去维护一个区间 \([l,r]\) 上的所有真实操作数。考虑询问的问题是不断弹出最大的数,即从最大的数开始数,弹出 \(1\) 个数以后的最大数是第 \(2\) 大的数,弹出第 \(k\) 个最大数剩下的堆顶的数是第 \(k+1\) 大的数。
最终问题解决方案:求一个区间 \([l,r]\) 从大到小的第 \(k\) 大操作数。
解法
赛场上没注意不带修改。。直接码了个树套树被卡空间,赛后又被卡时间了,挂了几发换主席树过了。
本题实际可以看成 \(t=n\log{n}\) 个数的规模问题,实际上,常见的树套树解决第 \(k\) 大有三 \(\log\) 的解法,即 二分答案 \(+ (区间+值域限制的\ check)\),这样的话,对 \(t\le 2e6\) 来说显然不可接受。对于线段树套权值树来说,我们一样可以做树上二分,具体的我们需要把所有区间树对应的权值树的节点全部取出,这样可加性问题在算 \(siz\) 的时候,就可以直接累计各个权值树的贡献了,区间限制下的节点数量显然是 \(\log{n}\) 的,树上二分计算右子树的贡献时,显然要算 \(\log{n}\) 个节点 \((注意\ n是区间限制,t是元素个数限制)\),这种算法的瓶颈点在预处理原数组上,这种做法很难过。
线段树套权值线段树参照代码
#include <bits/stdc++.h> // #pragma GCC optimize(2) // #pragma GCC optimize("Ofast,no-stack-protector,unroll-loops,fast-math") // #pragma GCC target("sse,sse2,sse3,ssse3,sse4.1,sse4.2,avx,avx2,popcnt,tune=native") // #define isPbdsFile #ifdef isPbdsFile #include <bits/extc++.h> #else #include <ext/pb_ds/priority_queue.hpp> #include <ext/pb_ds/hash_policy.hpp> #include <ext/pb_ds/tree_policy.hpp> #include <ext/pb_ds/trie_policy.hpp> #include <ext/pb_ds/tag_and_trait.hpp> #include <ext/pb_ds/hash_policy.hpp> #include <ext/pb_ds/list_update_policy.hpp> #include <ext/pb_ds/assoc_container.hpp> #include <ext/pb_ds/exception.hpp> #include <ext/rope> #endif using namespace std; using namespace __gnu_cxx; using namespace __gnu_pbds; typedef long long ll; typedef long double ld; typedef pair<int, int> pii; typedef pair<ll, ll> pll; typedef tuple<int, int, int> tii; typedef tuple<ll, ll, ll> tll; typedef unsigned int ui; typedef unsigned long long ull; #define hash1 unordered_map #define hash2 gp_hash_table #define hash3 cc_hash_table #define stdHeap std::priority_queue #define pbdsHeap __gnu_pbds::priority_queue #define sortArr(a, n) sort(a+1,a+n+1) #define all(v) v.begin(),v.end() #define yes cout<<"YES" #define no cout<<"NO" #define Spider ios_base::sync_with_stdio(false);cin.tie(nullptr);cout.tie(nullptr); #define MyFile freopen("..\\input.txt", "r", stdin),freopen("..\\output.txt", "w", stdout); #define forn(i, a, b) for(int i = a; i <= b; i++) #define forv(i, a, b) for(int i=a;i>=b;i--) #define ls(x) (x<<1) #define rs(x) (x<<1|1) #define endl '\n' //用于Miller-Rabin [[maybe_unused]] static int Prime_Number[13] = {0, 2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37}; template <typename T> int disc(T* a, int n) { return unique(a + 1, a + n + 1) - (a + 1); } template <typename T> T lowBit(T x) { return x & -x; } template <typename T> T Rand(T l, T r) { static mt19937 Rand(time(nullptr)); uniform_int_distribution<T> dis(l, r); return dis(Rand); } template <typename T1, typename T2> T1 modt(T1 a, T2 b) { return (a % b + b) % b; } template <typename T1, typename T2, typename T3> T1 qPow(T1 a, T2 b, T3 c) { a %= c; T1 ans = 1; for (; b; b >>= 1, (a *= a) %= c) if (b & 1) (ans *= a) %= c; return modt(ans, c); } template <typename T> void read(T& x) { x = 0; T sign = 1; char ch = getchar(); while (!isdigit(ch)) { if (ch == '-') sign = -1; ch = getchar(); } while (isdigit(ch)) { x = (x << 3) + (x << 1) + (ch ^ 48); ch = getchar(); } x *= sign; } template <typename T, typename... U> void read(T& x, U&... y) { read(x); read(y...); } template <typename T> void write(T x) { if (typeid(x) == typeid(char)) return; if (x < 0) x = -x, putchar('-'); if (x > 9) write(x / 10); putchar(x % 10 ^ 48); } template <typename C, typename T, typename... U> void write(C c, T x, U... y) { write(x), putchar(c); write(c, y...); } template <typename T11, typename T22, typename T33> struct T3 { T11 one; T22 tow; T33 three; bool operator<(const T3 other) const { if (one == other.one) { if (tow == other.tow) return three < other.three; return tow < other.tow; } return one < other.one; } T3() { one = tow = three = 0; } T3(T11 one, T22 tow, T33 three) : one(one), tow(tow), three(three) { } }; template <typename T1, typename T2> void uMax(T1& x, T2 y) { if (x < y) x = y; } template <typename T1, typename T2> void uMin(T1& x, T2 y) { if (x > y) x = y; } constexpr int N = 1e5 + 10; constexpr int MX = 1e5; int n, q, x; struct { struct Out { int cnt; int left, right; } node[N << 9]; int cnt; #define left(x) node[x].left #define right(x) node[x].right #define cnt(x) node[x].cnt void add(int& curr, const int pos, const int l = 0, const int r = MX) { if (!curr) curr = ++cnt; cnt(curr)++; const int mid = l + r >> 1; if (l == r) return; if (pos <= mid) add(left(curr), pos, l, mid); else add(right(curr), pos, mid + 1, r); } int root[N << 2]; void Add(const int curr, const int pos, const int val, const int l = 1, const int r = n) { add(root[curr], val); if (l == r) return; const int mid = l + r >> 1; if (pos <= mid) Add(ls(curr), pos, val, l, mid); else Add(rs(curr), pos, val, mid + 1, r); } void getNode(vector<int>& ans, const int curr, const int l, const int r, const int s = 1, const int e = n) { if (l <= s and e <= r) { ans.push_back(root[curr]); return; } const int mid = s + e >> 1; if (l <= mid) getNode(ans,ls(curr), l, r, s, mid); if (r > mid) getNode(ans,rs(curr), l, r, mid + 1, e); } int query(vector<int>& rt, const int k, const int l = 0, const int r = MX) { if (l == r) return l; int siz = 0; for (const int x : rt) siz += cnt(right(x)); const int mid = l + r >> 1; if (siz >= k) { for (int& x : rt) x = right(x); return query(rt, k, mid + 1, r); } for (int& x : rt) x = left(x); return query(rt, k - siz, l, mid); } int query(const int l, const int r, const int k) { vector<int> ans; getNode(ans, 1, l, r); return query(ans, k); } } seg; inline void solve() { cin >> n >> q; forn(i, 1, n) { cin >> x; while (x) seg.Add(1, i, x), x >>= 1; } while (q--) { int l, r, k; cin >> l >> r >> k; cout << seg.query(l, r, k + 1) << endl; } } signed int main() { // MyFile Spider //------------------------------------------------------ // clock_t start = clock(); int test = 1; // read(test); // cin >> test; forn(i, 1, test) solve(); // while (cin >> n, n)solve(); // while (cin >> test)solve(); // clock_t end = clock(); // cerr << "time = " << double(end - start) / CLOCKS_PER_SEC << "s" << endl; }
考虑用树状数组优化外层树空间和时间常数:
树状数组套权值线段树参照代码
#include <bits/stdc++.h> // #pragma GCC optimize(2) // #pragma GCC optimize("Ofast,no-stack-protector,unroll-loops,fast-math") // #pragma GCC target("sse,sse2,sse3,ssse3,sse4.1,sse4.2,avx,avx2,popcnt,tune=native") // #define isPbdsFile #ifdef isPbdsFile #include <bits/extc++.h> #else #include <ext/pb_ds/priority_queue.hpp> #include <ext/pb_ds/hash_policy.hpp> #include <ext/pb_ds/tree_policy.hpp> #include <ext/pb_ds/trie_policy.hpp> #include <ext/pb_ds/tag_and_trait.hpp> #include <ext/pb_ds/hash_policy.hpp> #include <ext/pb_ds/list_update_policy.hpp> #include <ext/pb_ds/assoc_container.hpp> #include <ext/pb_ds/exception.hpp> #include <ext/rope> #endif using namespace std; using namespace __gnu_cxx; using namespace __gnu_pbds; typedef long long ll; typedef long double ld; typedef pair<int, int> pii; typedef pair<ll, ll> pll; typedef tuple<int, int, int> tii; typedef tuple<ll, ll, ll> tll; typedef unsigned int ui; typedef unsigned long long ull; #define hash1 unordered_map #define hash2 gp_hash_table #define hash3 cc_hash_table #define stdHeap std::priority_queue #define pbdsHeap __gnu_pbds::priority_queue #define sortArr(a, n) sort(a+1,a+n+1) #define all(v) v.begin(),v.end() #define yes cout<<"YES" #define no cout<<"NO" #define Spider ios_base::sync_with_stdio(false);cin.tie(nullptr);cout.tie(nullptr); #define MyFile freopen("..\\input.txt", "r", stdin),freopen("..\\output.txt", "w", stdout); #define forn(i, a, b) for(int i = a; i <= b; i++) #define forv(i, a, b) for(int i=a;i>=b;i--) #define ls(x) (x<<1) #define rs(x) (x<<1|1) #define endl '\n' //用于Miller-Rabin [[maybe_unused]] static int Prime_Number[13] = {0, 2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37}; template <typename T> int disc(T* a, int n) { return unique(a + 1, a + n + 1) - (a + 1); } template <typename T> T lowBit(T x) { return x & -x; } template <typename T> T Rand(T l, T r) { static mt19937 Rand(time(nullptr)); uniform_int_distribution<T> dis(l, r); return dis(Rand); } template <typename T1, typename T2> T1 modt(T1 a, T2 b) { return (a % b + b) % b; } template <typename T1, typename T2, typename T3> T1 qPow(T1 a, T2 b, T3 c) { a %= c; T1 ans = 1; for (; b; b >>= 1, (a *= a) %= c) if (b & 1) (ans *= a) %= c; return modt(ans, c); } template <typename T> void read(T& x) { x = 0; T sign = 1; char ch = getchar(); while (!isdigit(ch)) { if (ch == '-') sign = -1; ch = getchar(); } while (isdigit(ch)) { x = (x << 3) + (x << 1) + (ch ^ 48); ch = getchar(); } x *= sign; } template <typename T, typename... U> void read(T& x, U&... y) { read(x); read(y...); } template <typename T> void write(T x) { if (typeid(x) == typeid(char)) return; if (x < 0) x = -x, putchar('-'); if (x > 9) write(x / 10); putchar(x % 10 ^ 48); } template <typename C, typename T, typename... U> void write(C c, T x, U... y) { write(x), putchar(c); write(c, y...); } template <typename T11, typename T22, typename T33> struct T3 { T11 one; T22 tow; T33 three; bool operator<(const T3 other) const { if (one == other.one) { if (tow == other.tow) return three < other.three; return tow < other.tow; } return one < other.one; } T3() { one = tow = three = 0; } T3(T11 one, T22 tow, T33 three) : one(one), tow(tow), three(three) { } }; template <typename T1, typename T2> void uMax(T1& x, T2 y) { if (x < y) x = y; } template <typename T1, typename T2> void uMin(T1& x, T2 y) { if (x > y) x = y; } constexpr int N = 1e5 + 10; int n, q, x; constexpr int MX = 1e5; struct { struct Out { int cnt; int left, right; } node[N << 9]; int cnt; #define left(x) node[x].left #define right(x) node[x].right #define cnt(x) node[x].cnt void add(int& curr, const int pos, const int l = 0, const int r = MX) { if (!curr) curr = ++cnt; cnt(curr)++; const int mid = l + r >> 1; if (l == r) return; if (pos <= mid) add(left(curr), pos, l, mid); else add(right(curr), pos, mid + 1, r); } int root[N]; void Add(int x, const int val) { while (x <= n) add(root[x], val), x += lowBit(x); } void getRoot(vector<int>& ans, int x) const { while (x) ans.push_back(root[x]), x -= lowBit(x); } int query(vector<int>& L, vector<int>& R, const int k, const int l = 0, const int r = MX) { if (l == r) return l; const int mid = l + r >> 1; int siz = 0; for (const int x : R) siz += cnt(right(x)); for (const int x : L) siz -= cnt(right(x)); if (siz >= k) { for (int& x : R) x = right(x); for (int& x : L) x = right(x); return query(L, R, k, mid + 1, r); } for (int& x : R) x = left(x); for (int& x : L) x = left(x); return query(L, R, k - siz, l, mid); } int query(const int l, const int r, const int k) { vector<int> L, R; getRoot(L, l - 1); getRoot(R, r); return query(L, R, k); } } seg; inline void solve() { cin >> n >> q; forn(i, 1, n) { cin >> x; while (x) seg.Add(i, x), x >>= 1; } while (q--) { int l, r, k; cin >> l >> r >> k; cout << seg.query(l, r, k + 1) << endl; } } signed int main() { // MyFile Spider //------------------------------------------------------ // clock_t start = clock(); int test = 1; // read(test); // cin >> test; forn(i, 1, test) solve(); // while (cin >> n, n)solve(); // while (cin >> test)solve(); // clock_t end = clock(); // cerr << "time = " << double(end - start) / CLOCKS_PER_SEC << "s" << endl; }
跑得飞快,复杂度大概是 \(O(t\log{n}\log{n}+q\log{v}\log{n})\)。
考虑不带修,直接主席树:
主席树参照代码
#include <bits/stdc++.h> // #pragma GCC optimize(2) // #pragma GCC optimize("Ofast,no-stack-protector,unroll-loops,fast-math") // #pragma GCC target("sse,sse2,sse3,ssse3,sse4.1,sse4.2,avx,avx2,popcnt,tune=native") // #define isPbdsFile #ifdef isPbdsFile #include <bits/extc++.h> #else #include <ext/pb_ds/priority_queue.hpp> #include <ext/pb_ds/hash_policy.hpp> #include <ext/pb_ds/tree_policy.hpp> #include <ext/pb_ds/trie_policy.hpp> #include <ext/pb_ds/tag_and_trait.hpp> #include <ext/pb_ds/hash_policy.hpp> #include <ext/pb_ds/list_update_policy.hpp> #include <ext/pb_ds/assoc_container.hpp> #include <ext/pb_ds/exception.hpp> #include <ext/rope> #endif using namespace std; using namespace __gnu_cxx; using namespace __gnu_pbds; typedef long long ll; typedef long double ld; typedef pair<int, int> pii; typedef pair<ll, ll> pll; typedef tuple<int, int, int> tii; typedef tuple<ll, ll, ll> tll; typedef unsigned int ui; typedef unsigned long long ull; #define hash1 unordered_map #define hash2 gp_hash_table #define hash3 cc_hash_table #define stdHeap std::priority_queue #define pbdsHeap __gnu_pbds::priority_queue #define sortArr(a, n) sort(a+1,a+n+1) #define all(v) v.begin(),v.end() #define yes cout<<"YES" #define no cout<<"NO" #define Spider ios_base::sync_with_stdio(false);cin.tie(nullptr);cout.tie(nullptr); #define MyFile freopen("..\\input.txt", "r", stdin),freopen("..\\output.txt", "w", stdout); #define forn(i, a, b) for(int i = a; i <= b; i++) #define forv(i, a, b) for(int i=a;i>=b;i--) #define ls(x) (x<<1) #define rs(x) (x<<1|1) #define endl '\n' //用于Miller-Rabin [[maybe_unused]] static int Prime_Number[13] = {0, 2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37}; template <typename T> int disc(T* a, int n) { return unique(a + 1, a + n + 1) - (a + 1); } template <typename T> T lowBit(T x) { return x & -x; } template <typename T> T Rand(T l, T r) { static mt19937 Rand(time(nullptr)); uniform_int_distribution<T> dis(l, r); return dis(Rand); } template <typename T1, typename T2> T1 modt(T1 a, T2 b) { return (a % b + b) % b; } template <typename T1, typename T2, typename T3> T1 qPow(T1 a, T2 b, T3 c) { a %= c; T1 ans = 1; for (; b; b >>= 1, (a *= a) %= c) if (b & 1) (ans *= a) %= c; return modt(ans, c); } template <typename T> void read(T& x) { x = 0; T sign = 1; char ch = getchar(); while (!isdigit(ch)) { if (ch == '-') sign = -1; ch = getchar(); } while (isdigit(ch)) { x = (x << 3) + (x << 1) + (ch ^ 48); ch = getchar(); } x *= sign; } template <typename T, typename... U> void read(T& x, U&... y) { read(x); read(y...); } template <typename T> void write(T x) { if (typeid(x) == typeid(char)) return; if (x < 0) x = -x, putchar('-'); if (x > 9) write(x / 10); putchar(x % 10 ^ 48); } template <typename C, typename T, typename... U> void write(C c, T x, U... y) { write(x), putchar(c); write(c, y...); } template <typename T11, typename T22, typename T33> struct T3 { T11 one; T22 tow; T33 three; bool operator<(const T3 other) const { if (one == other.one) { if (tow == other.tow) return three < other.three; return tow < other.tow; } return one < other.one; } T3() { one = tow = three = 0; } T3(T11 one, T22 tow, T33 three) : one(one), tow(tow), three(three) { } }; template <typename T1, typename T2> void uMax(T1& x, T2 y) { if (x < y) x = y; } template <typename T1, typename T2> void uMin(T1& x, T2 y) { if (x > y) x = y; } constexpr int MX = 1e5; constexpr int N = MX * log2(MX) + 10; struct Node { int left, right, cnt; } node[N << 5]; int n, q, x, cnt; #define left(x) node[x].left #define right(x) node[x].right #define cnt(x) node[x].cnt inline void add(const int pre, int& curr, const int pos, const int l = 0, const int r = MX) { (node[curr = ++cnt] = node[pre]).cnt++; if (l == r) return; const int mid = l + r >> 1; if (pos <= mid) add(left(pre),left(curr), pos, l, mid); else add(right(pre),right(curr), pos, mid + 1, r); } inline int query(const int L, const int R, const int k, const int l = 0, const int r = MX) { if (l == r) return l; const int mid = l + r >> 1; const int rightSize = cnt(right(R)) - cnt(right(L)); if (rightSize >= k) return query(right(L),right(R), k, mid + 1, r); return query(left(L),left(R), k - rightSize, l, mid); } int root[N]; inline void solve() { cin >> n >> q; forn(i, 1, n) { cin >> x; add(root[i - 1], root[i], x); while (x >>= 1) add(root[i], root[i], x); } while (q--) { int l, r, k; cin >> l >> r >> k; cout << query(root[l - 1], root[r], k + 1) << endl; } } signed int main() { // MyFile Spider //------------------------------------------------------ // clock_t start = clock(); int test = 1; // read(test); // cin >> test; forn(i, 1, test) solve(); // while (cin >> n, n)solve(); // while (cin >> test)solve(); // clock_t end = clock(); // cerr << "time = " << double(end - start) / CLOCKS_PER_SEC << "s" << endl; }
复杂度大概是 \(O(t\log{V}+q\log{V})\)。
不带修,那么我们可以用归并树去做,即为每个值处理一个有序下标桶,可以利用二分判断一个值被包含的区间贡献,那么搬到树上,即为权值树套有序数组,因为不带修,所以可以使用归并排序合并两个有序数组进行预处理。然后我们可以处理出一个前缀和数组,用于算出一个区间上的操作数有多少,这样当 \(k\) 大于等于它,显然可以直接输出 \(0\),减少常数。
归并树参照代码
#include <bits/stdc++.h> // #pragma GCC optimize(2) // #pragma GCC optimize("Ofast,no-stack-protector,unroll-loops,fast-math") // #pragma GCC target("sse,sse2,sse3,ssse3,sse4.1,sse4.2,avx,avx2,popcnt,tune=native") // #define isPbdsFile #ifdef isPbdsFile #include <bits/extc++.h> #else #include <ext/pb_ds/priority_queue.hpp> #include <ext/pb_ds/hash_policy.hpp> #include <ext/pb_ds/tree_policy.hpp> #include <ext/pb_ds/trie_policy.hpp> #include <ext/pb_ds/tag_and_trait.hpp> #include <ext/pb_ds/hash_policy.hpp> #include <ext/pb_ds/list_update_policy.hpp> #include <ext/pb_ds/assoc_container.hpp> #include <ext/pb_ds/exception.hpp> #include <ext/rope> #endif using namespace std; using namespace __gnu_cxx; using namespace __gnu_pbds; typedef long long ll; typedef long double ld; typedef pair<int, int> pii; typedef pair<ll, ll> pll; typedef tuple<int, int, int> tii; typedef tuple<ll, ll, ll> tll; typedef unsigned int ui; typedef unsigned long long ull; #define hash1 unordered_map #define hash2 gp_hash_table #define hash3 cc_hash_table #define stdHeap std::priority_queue #define pbdsHeap __gnu_pbds::priority_queue #define sortArr(a, n) sort(a+1,a+n+1) #define all(v) v.begin(),v.end() #define yes cout<<"YES" #define no cout<<"NO" #define Spider ios_base::sync_with_stdio(false);cin.tie(nullptr);cout.tie(nullptr); #define MyFile freopen("..\\input.txt", "r", stdin),freopen("..\\output.txt", "w", stdout); #define forn(i, a, b) for(int i = a; i <= b; i++) #define forv(i, a, b) for(int i=a;i>=b;i--) #define ls(x) (x<<1) #define rs(x) (x<<1|1) #define endl '\n' //用于Miller-Rabin [[maybe_unused]] static int Prime_Number[13] = {0, 2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37}; template <typename T> int disc(T* a, int n) { return unique(a + 1, a + n + 1) - (a + 1); } template <typename T> T lowBit(T x) { return x & -x; } template <typename T> T Rand(T l, T r) { static mt19937 Rand(time(nullptr)); uniform_int_distribution<T> dis(l, r); return dis(Rand); } template <typename T1, typename T2> T1 modt(T1 a, T2 b) { return (a % b + b) % b; } template <typename T1, typename T2, typename T3> T1 qPow(T1 a, T2 b, T3 c) { a %= c; T1 ans = 1; for (; b; b >>= 1, (a *= a) %= c) if (b & 1) (ans *= a) %= c; return modt(ans, c); } template <typename T> void read(T& x) { x = 0; T sign = 1; char ch = getchar(); while (!isdigit(ch)) { if (ch == '-') sign = -1; ch = getchar(); } while (isdigit(ch)) { x = (x << 3) + (x << 1) + (ch ^ 48); ch = getchar(); } x *= sign; } template <typename T, typename... U> void read(T& x, U&... y) { read(x); read(y...); } template <typename T> void write(T x) { if (typeid(x) == typeid(char)) return; if (x < 0) x = -x, putchar('-'); if (x > 9) write(x / 10); putchar(x % 10 ^ 48); } template <typename C, typename T, typename... U> void write(C c, T x, U... y) { write(x), putchar(c); write(c, y...); } template <typename T11, typename T22, typename T33> struct T3 { T11 one; T22 tow; T33 three; bool operator<(const T3 other) const { if (one == other.one) { if (tow == other.tow) return three < other.three; return tow < other.tow; } return one < other.one; } T3() { one = tow = three = 0; } T3(T11 one, T22 tow, T33 three) : one(one), tow(tow), three(three) { } }; template <typename T1, typename T2> void uMax(T1& x, T2 y) { if (x < y) x = y; } template <typename T1, typename T2> void uMin(T1& x, T2 y) { if (x > y) x = y; } constexpr int N = 1e5 + 10; constexpr int MX = 1e5; vector<int> init[N]; int n, x, q; vector<int> idx[N << 2]; ll pre[N]; inline void pushUp(const int curr) { auto &L = idx[ls(curr)], &R = idx[rs(curr)], &val = idx[curr]; int idx1 = 0, idx2 = 0; while (idx1 < L.size() and idx2 < R.size()) val.push_back(L[idx1] <= R[idx2] ? L[idx1++] : R[idx2++]); while (idx1 < L.size()) val.push_back(L[idx1++]); while (idx2 < R.size()) val.push_back(R[idx2++]); } inline void build(const int curr = 1, const int l = 0, const int r = MX) { if (l == r) { idx[curr] = init[l]; return; } const int mid = l + r >> 1; build(ls(curr), l, mid), build(rs(curr), mid + 1, r); pushUp(curr); } inline int query(const int curr, const int l, const int r, const int k, const int s = 0, const int e = MX) { if (s == e) return s; const int rightSize = ranges::upper_bound(idx[rs(curr)], r) - ranges::upper_bound(idx[rs(curr)], l - 1); const int mid = s + e >> 1; if (rightSize >= k) return query(rs(curr), l, r, k, mid + 1, e); return query(ls(curr), l, r, k - rightSize, s, mid); } inline void solve() { cin >> n >> q; forn(i, 1, n) { cin >> x; while (x) pre[i]++, init[x].push_back(i), x >>= 1; } forn(i, 1, n) pre[i] += pre[i - 1]; build(); while (q--) { int l, r, k; cin >> l >> r >> k; cout << (pre[r] - pre[l - 1] <= k ? 0 : query(1, l, r, k + 1)) << endl; } } signed int main() { // MyFile Spider //------------------------------------------------------ // clock_t start = clock(); int test = 1; // read(test); // cin >> test; forn(i, 1, test) solve(); // while (cin >> n, n)solve(); // while (cin >> test)solve(); // clock_t end = clock(); // cerr << "time = " << double(end - start) / CLOCKS_PER_SEC << "s" << endl; }
当然这类问题显然还有更好写的整体二分做法:
整体二分
#include <bits/stdc++.h> // #pragma GCC optimize(2) // #pragma GCC optimize("Ofast,no-stack-protector,unroll-loops,fast-math") // #pragma GCC target("sse,sse2,sse3,ssse3,sse4.1,sse4.2,avx,avx2,popcnt,tune=native") //#define isPbdsFile #ifdef isPbdsFile #include <bits/extc++.h> #else #include <ext/pb_ds/priority_queue.hpp> #include <ext/pb_ds/hash_policy.hpp> #include <ext/pb_ds/tree_policy.hpp> #include <ext/pb_ds/trie_policy.hpp> #include <ext/pb_ds/tag_and_trait.hpp> #include <ext/pb_ds/hash_policy.hpp> #include <ext/pb_ds/list_update_policy.hpp> #include <ext/pb_ds/assoc_container.hpp> #include <ext/pb_ds/exception.hpp> #include <ext/rope> #endif using namespace std; using namespace __gnu_cxx; using namespace __gnu_pbds; typedef long long ll; typedef long double ld; typedef pair<int, int> pii; typedef pair<ll, ll> pll; typedef tuple<int, int, int> tii; typedef tuple<ll, ll, ll> tll; typedef unsigned int ui; typedef unsigned long long ull; #define hash1 unordered_map #define hash2 gp_hash_table #define hash3 cc_hash_table #define stdHeap std::priority_queue #define pbdsHeap __gnu_pbds::priority_queue #define sortArr(a, n) sort(a+1,a+n+1) #define all(v) v.begin(),v.end() #define yes cout<<"YES" #define no cout<<"NO" #define Spider ios_base::sync_with_stdio(false);cin.tie(nullptr);cout.tie(nullptr); #define MyFile freopen("..\\input.txt", "r", stdin),freopen("..\\output.txt", "w", stdout); #define forn(i, a, b) for(int i = a; i <= b; i++) #define forv(i, a, b) for(int i=a;i>=b;i--) #define ls(x) (x<<1) #define rs(x) (x<<1|1) #define endl '\n' //用于Miller-Rabin [[maybe_unused]] static int Prime_Number[13] = {0, 2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37}; template <typename T> int disc(T* a, int n) { return unique(a + 1, a + n + 1) - (a + 1); } template <typename T> T lowBit(T x) { return x & -x; } template <typename T> T Rand(T l, T r) { static mt19937 Rand(time(nullptr)); uniform_int_distribution<T> dis(l, r); return dis(Rand); } template <typename T1, typename T2> T1 modt(T1 a, T2 b) { return (a % b + b) % b; } template <typename T1, typename T2, typename T3> T1 qPow(T1 a, T2 b, T3 c) { a %= c; T1 ans = 1; for (; b; b >>= 1, (a *= a) %= c) if (b & 1) (ans *= a) %= c; return modt(ans, c); } template <typename T> void read(T& x) { x = 0; T sign = 1; char ch = getchar(); while (!isdigit(ch)) { if (ch == '-') sign = -1; ch = getchar(); } while (isdigit(ch)) { x = (x << 3) + (x << 1) + (ch ^ 48); ch = getchar(); } x *= sign; } template <typename T, typename... U> void read(T& x, U&... y) { read(x); read(y...); } template <typename T> void write(T x) { if (typeid(x) == typeid(char)) return; if (x < 0) x = -x, putchar('-'); if (x > 9) write(x / 10); putchar(x % 10 ^ 48); } template <typename C, typename T, typename... U> void write(C c, T x, U... y) { write(x), putchar(c); write(c, y...); } template <typename T11, typename T22, typename T33> struct T3 { T11 one; T22 tow; T33 three; bool operator<(const T3 other) const { if (one == other.one) { if (tow == other.tow) return three < other.three; return tow < other.tow; } return one < other.one; } T3() { one = tow = three = 0; } T3(T11 one, T22 tow, T33 three) : one(one), tow(tow), three(three) { } }; template <typename T1, typename T2> void uMax(T1& x, T2 y) { if (x < y) x = y; } template <typename T1, typename T2> void uMin(T1& x, T2 y) { if (x > y) x = y; } constexpr int N = 1e5 + 10; struct Query { int l, r, k, id; bool isQuery; } qu[N << 5], qL[N << 5], qR[N << 5]; int ans[N], bit[N]; int n, q, idx, x; vector<int> child[N]; inline void add(int x, const int val) { while (x <= n) bit[x] += val, x += lowBit(x); } inline int query(int x) { int ans = 0; while (x) ans += bit[x], x -= lowBit(x); return ans; } inline void binary(const int L, const int R, const int idxL, const int idxR) { if (L == R) { forn(i, idxL, idxR) ans[qu[i].id] = L; return; } const int mid = L + R >> 1; int cntL = 0, cntR = 0; forn(i, idxL, idxR) { auto& [l,r,v,id,isQuery] = qu[i]; if (isQuery) { const int siz = query(r) - query(l - 1); if (v <= siz) qR[++cntR] = qu[i]; else v -= siz, qL[++cntL] = qu[i]; continue; } if (v > mid) add(l, 1), qR[++cntR] = qu[i]; else qL[++cntL] = qu[i]; } forn(i, 1, cntR) if (!qR[i].isQuery) add(qR[i].l, -1); forn(i, 1, cntL) qu[i + idxL - 1] = qL[i]; forn(i, 1, cntR) qu[i + idxL + cntL - 1] = qR[i]; binary(L, mid, idxL, idxL + cntL - 1); binary(mid + 1, R, idxL + cntL, idxR); } inline void solve() { cin >> n >> q; forn(i, 1, n) { cin >> x; while (x) child[i].push_back(x), x /= 2; } forn(i, 1, n) for (const int x : child[i]) qu[++idx] = Query(i, i, x, 0, false); forn(i, 1, q) { int l, r, k; cin >> l >> r >> k; qu[++idx] = Query(l, r, k + 1, i, true); } binary(0, 1e5, 1, idx); forn(i, 1, q) cout << ans[i] << endl; } signed int main() { // MyFile Spider //------------------------------------------------------ // clock_t start = clock(); int test = 1; // read(test); // cin >> test; forn(i, 1, test) solve(); // while (cin >> n, n)solve(); // while (cin >> test)solve(); // clock_t end = clock(); // cerr << "time = " << double(end - start) / CLOCKS_PER_SEC << "s" << endl; }
复杂度大概是 \(O((t+q)\log^2{n})\)
根号算法显然不太行,\(2e6\) 的数据量如果用值域分块也看上去很不可行,如果平衡根号复杂度大概有序块能做到类似 \(q\sqrt{t\log{t}}\) 这种东西。
有序块的参照做法
#include <bits/stdc++.h> // #pragma GCC optimize(2) // #pragma GCC optimize("Ofast,no-stack-protector,unroll-loops,fast-math") // #pragma GCC target("sse,sse2,sse3,ssse3,sse4.1,sse4.2,avx,avx2,popcnt,tune=native") // #define isPbdsFile #ifdef isPbdsFile #include <bits/extc++.h> #else #include <ext/pb_ds/priority_queue.hpp> #include <ext/pb_ds/hash_policy.hpp> #include <ext/pb_ds/tree_policy.hpp> #include <ext/pb_ds/trie_policy.hpp> #include <ext/pb_ds/tag_and_trait.hpp> #include <ext/pb_ds/hash_policy.hpp> #include <ext/pb_ds/list_update_policy.hpp> #include <ext/pb_ds/assoc_container.hpp> #include <ext/pb_ds/exception.hpp> #include <ext/rope> #endif using namespace std; using namespace __gnu_cxx; using namespace __gnu_pbds; typedef long long ll; typedef long double ld; typedef pair<int, int> pii; typedef pair<ll, ll> pll; typedef tuple<int, int, int> tii; typedef tuple<ll, ll, ll> tll; typedef unsigned int ui; typedef unsigned long long ull; #define hash1 unordered_map #define hash2 gp_hash_table #define hash3 cc_hash_table #define stdHeap std::priority_queue #define pbdsHeap __gnu_pbds::priority_queue #define sortArr(a, n) sort(a+1,a+n+1) #define all(v) v.begin(),v.end() #define yes cout<<"YES" #define no cout<<"NO" #define Spider ios_base::sync_with_stdio(false);cin.tie(nullptr);cout.tie(nullptr); #define MyFile freopen("..\\input.txt", "r", stdin),freopen("..\\output.txt", "w", stdout); #define forn(i, a, b) for(int i = a; i <= b; i++) #define forv(i, a, b) for(int i=a;i>=b;i--) #define ls(x) (x<<1) #define rs(x) (x<<1|1) #define endl '\n' //用于Miller-Rabin [[maybe_unused]] static int Prime_Number[13] = {0, 2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37}; template <typename T> int disc(T* a, int n) { return unique(a + 1, a + n + 1) - (a + 1); } template <typename T> T lowBit(T x) { return x & -x; } template <typename T> T Rand(T l, T r) { static mt19937 Rand(time(nullptr)); uniform_int_distribution<T> dis(l, r); return dis(Rand); } template <typename T1, typename T2> T1 modt(T1 a, T2 b) { return (a % b + b) % b; } template <typename T1, typename T2, typename T3> T1 qPow(T1 a, T2 b, T3 c) { a %= c; T1 ans = 1; for (; b; b >>= 1, (a *= a) %= c) if (b & 1) (ans *= a) %= c; return modt(ans, c); } template <typename T> void read(T& x) { x = 0; T sign = 1; char ch = getchar(); while (!isdigit(ch)) { if (ch == '-') sign = -1; ch = getchar(); } while (isdigit(ch)) { x = (x << 3) + (x << 1) + (ch ^ 48); ch = getchar(); } x *= sign; } template <typename T, typename... U> void read(T& x, U&... y) { read(x); read(y...); } template <typename T> void write(T x) { if (typeid(x) == typeid(char)) return; if (x < 0) x = -x, putchar('-'); if (x > 9) write(x / 10); putchar(x % 10 ^ 48); } template <typename C, typename T, typename... U> void write(C c, T x, U... y) { write(x), putchar(c); write(c, y...); } template <typename T11, typename T22, typename T33> struct T3 { T11 one; T22 tow; T33 three; bool operator<(const T3 other) const { if (one == other.one) { if (tow == other.tow) return three < other.three; return tow < other.tow; } return one < other.one; } T3() { one = tow = three = 0; } T3(T11 one, T22 tow, T33 three) : one(one), tow(tow), three(three) { } }; template <typename T1, typename T2> void uMax(T1& x, T2 y) { if (x < y) x = y; } template <typename T1, typename T2> void uMin(T1& x, T2 y) { if (x > y) x = y; } constexpr int N = 1e5 + 10; constexpr int MX = 1e5; vector<int> pos[N]; int n, x, q; vector<int> bol[N]; int idx[N], s[N], e[N]; inline int querySize(const vector<int>& curr, const int x) { return curr.size() - (ranges::lower_bound(all(curr), x) - curr.begin()); } inline int queryBolck(const int l, const int r, const int x) { const int L = idx[l], R = idx[r]; int ans = 0; if (L == R) { forn(i, l, r) ans += querySize(pos[i], x); return ans; } forn(i, l, e[L]) ans += querySize(pos[i], x); forn(i, s[R], r) ans += querySize(pos[i], x); forn(i, L+1, R-1) ans += querySize(bol[i], x); return ans; } inline int query(const int l, const int r, const int k) { int L = 0, R = MX; while (L < R) { const int mid = L + R + 1 >> 1; if (queryBolck(l, r, mid) >= k) L = mid; else R = mid - 1; } return L; } inline void solve() { cin >> n >> q; const int siz = sqrt(n); const int cnt = (n + siz - 1) / siz; forn(i, 1, n) { cin >> x; while (x) pos[i].push_back(x), x >>= 1; reverse(all(pos[i])); idx[i] = (i - 1) / siz + 1; } forn(i, 1, cnt) { s[i] = (i - 1) * siz + 1; e[i] = min(n, i * siz); forn(j, s[i], e[i]) bol[i].insert(bol[i].end(),all(pos[j])); } while (q--) { int l, r, k; cin >> l >> r >> k; cout << query(l, r, k + 1) << endl; } } signed int main() { // MyFile Spider //------------------------------------------------------ // clock_t start = clock(); int test = 1; // read(test); // cin >> test; forn(i, 1, test) solve(); // while (cin >> n, n)solve(); // while (cin >> test)solve(); // clock_t end = clock(); // cerr << "time = " << double(end - start) / CLOCKS_PER_SEC << "s" << endl; }
最后
这题官解给的最优做法,如果没理解错大概是 线段树上的分散层叠算法,然后可以用 \(bitset\) 优化之类的,等后续理解了再进行补充。
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