CF623E Transforming Sequence

嘟嘟嘟


我认为这题是黑题的原因是质数不是\(998244353\),所以得用三模NTT或是拆系数FFT。我抄了一个拆系数FFT的板子,但现在暂时还是不很懂。
但这不影响解题思路。


首先\(n> K\)无解。(完全搞不懂\(n\)那么大干啥)


我们令\(dp[i][j]\)表示第\(i\)个数有\(j\)个\(1\)时的方案数。我们先不考虑\(1\)的位置,这样答案就是\(\sum _ {i = 1} ^ {K} dp[n][i] * \binom{n}{i}\)。转移也很显然,因为是\(or\)操作,所以原来是\(1\)的位置填不填\(1\)都行,即\(dp[i][j] = \sum _ {k = 0} ^ {j}dp[i - 1][k] * \binom{j}{k} * 2 ^ k\)。把组合数拆开后可以用FFT加速。那么现在可以在\(O(k ^ 2logk)\)的时间内解决了。


现在的瓶颈在于只能一位一位的dp,得循环\(n\)次。我们想办法优化:考虑两个dp方程的合并,就能得出

\[dp[x + y][i] = \sum _{j = 0} ^ {i}dp[x][j] * dp[y][i - j] *\binom{i}{j} *2 ^{y * j} \]

然后把它整理一下:

\[\frac{dp[x + y][i]}{i!} = \sum _ {j = 0} ^ {i} \frac{dp[x][j] * (2 ^ y) ^ j}{j!} * \frac{dp[y][i - j]}{(i - j)!} \]

于是愉快的多项式快速幂就可以啦!


代码里的过程量都是\(\frac{dp[i][j]}{i!}\),到最后再乘上\(i!\)即可。

#include<cstdio>
#include<iostream>
#include<cmath>
#include<algorithm>
#include<cstring>
#include<cstdlib>
#include<cctype>
#include<vector>
#include<queue>
#include<assert.h>
#include<ctime>
using namespace std;
#define enter puts("")
#define space putchar(' ')
#define Mem(a, x) memset(a, x, sizeof(a))
#define In inline
#define forE(i, x, y) for(int i = head[x], y; (y = e[i].to) && ~i; i = e[i].nxt)
typedef long long ll;
typedef long double db;
const int INF = 0x3f3f3f3f;
const db eps = 1e-8;
const int maxn = 3e5 + 5;
const ll mod = 1e9 + 7;
const db PI = acos(-1);
In ll read()
{
	ll ans = 0;
	char ch = getchar(), las = ' ';
	while(!isdigit(ch)) las = ch, ch = getchar();
	while(isdigit(ch)) ans = (ans << 1) + (ans << 3) + ch - '0', ch = getchar();
	if(las == '-') ans = -ans;
	return ans;
}
In void write(ll x)
{
	if(x < 0) x = -x, putchar('-');
	if(x >= 10) write(x / 10);
	putchar(x % 10 + '0');
}
In void MYFILE()
{
#ifndef mrclr
	freopen("ha.in", "r", stdin);
	freopen("hia.out", "w", stdout);
#endif
}

ll n;
int m;
ll fac[maxn], inv[maxn], p2[maxn];

In ll inc(ll a, ll b) {return a + b < mod ? a + b : a + b - mod;}
In ll C(int n, int m)
{
	if(m > n) return 0;
	return fac[n] * inv[m] % mod * inv[n - m] % mod;
}
In ll quickpow(ll a, ll b)
{
	ll ret = 1;
	for(; b; b >>= 1, a = a * a % mod)
		if(b & 1) ret = ret * a % mod;
	return ret;
}

In void init()
{
	fac[0] = inv[0] = p2[0] = 1;
	for(int i = 1; i < maxn; ++i) fac[i] = fac[i - 1] * i % mod;
	inv[maxn - 1] = quickpow(fac[maxn - 1], mod - 2);
	for(int i = maxn - 2; i; --i) inv[i] = inv[i + 1] * (i + 1) % mod;
	for(int i = 1; i < maxn; ++i) p2[i] = (p2[i - 1] * 2) % mod;
}

int len = 1, lim = 0, rev[maxn << 2];
struct Comp
{
	db x, y;
	In Comp operator + (const Comp& oth)const
	{
		return (Comp){x + oth.x, y + oth.y};
	}
	In Comp operator - (const Comp& oth)const
	{
		return (Comp){x - oth.x, y - oth.y};
	}
	In Comp operator * (const Comp& oth)const
	{
		return (Comp){x * oth.x - y * oth.y, x * oth.y + y * oth.x};
	}
	friend In void swap(Comp& A, Comp& B)
	{
		swap(A.x, B.x), swap(A.y, B.y);
	}
	friend In Comp operator ! (Comp a)
	{
		return (Comp){a.x, -a.y};
	}
}A[maxn << 2], B[maxn << 2];
Comp dftA[maxn << 2], dftB[maxn << 2], dftC[maxn << 2], dftD[maxn << 2];
In void fft(Comp* a, int len, int flg)
{
	for(int i = 0; i < len; ++i) if(i < rev[i]) swap(a[i], a[rev[i]]);
	for(int i = 1; i < len; i <<= 1)
	{
		Comp omg = (Comp){cos(PI / i), sin(PI / i) * flg};
		for(int j = 0; j < len; j += (i << 1))
		{
			Comp o = (Comp){1, 0};
			for(int k = 0; k < i; ++k, o = o * omg)
			{
				Comp tp1 = a[j + k], tp2 = o * a[j + k + i];
				a[j + k] = tp1 + tp2, a[j + k + i] = tp1 - tp2;
			}
		}
	}
}
const ll NUM = 32767;
In void FFT(ll* a, ll* b, ll* c, int n)
{
	for(int i = 0; i < len; ++i)
	{
		ll tp1 = i <= n ? a[i] : 0;
		ll tp2 = i <= n ? b[i] : 0;
		A[i] = (Comp){tp1 & NUM, tp1 >> 15};
		B[i] = (Comp){tp2 & NUM, tp2 >> 15};
	}
	fft(A, len, 1), fft(B, len, 1);
	for(int i = 0; i < len; ++i)
	{
		int j = (len - i) & (len - 1);
		Comp da = (A[i] + (!A[j])) * (Comp){0.5, 0};
		Comp db = (A[i] - (!A[j])) * (Comp){0, -0.5};
		Comp dc = (B[i] + (!B[j])) * (Comp){0.5, 0};
		Comp dd = (B[i] - (!B[j])) * (Comp){0, -0.5};
		dftA[i] = da * dc, dftB[i] = da * dd;
		dftC[i] = db * dc, dftD[i] = db * dd;
	}
	for(int i = 0; i < len; ++i)
	{
		A[i] = dftA[i] + dftB[i] * (Comp){0, 1};
		B[i] = dftC[i] + dftD[i] * (Comp){0, 1};
	}
	fft(A, len, -1), fft(B, len, -1);
	for(int i = 0; i <= n; ++i)
	{
		ll da = (ll)(A[i].x / len + 0.5) % mod;
		ll db = (ll)(A[i].y / len + 0.5) % mod;
		ll dc = (ll)(B[i].x / len + 0.5) % mod;
		ll dd = (ll)(B[i].y / len + 0.5) % mod;
		c[i] = inc(inc(da, ((db + dc) << 15) % mod), (dd << 30) % mod);
	}
}

ll dp[maxn], f[maxn], ta[maxn], LEN = 1;
In void mul(ll* a, ll* b)
{
	ll tp = 1;
	for(int i = 0; i <= m; ++i) 
	{
		ta[i] = a[i] * tp  % mod;
		tp = tp * p2[LEN] % mod;
	}
	FFT(ta, b, ta, m);
	for(int i = 0; i <= m; ++i) a[i] = ta[i] % mod;
	
}

In ll QuickPow(ll n)
{
	for(int i = 1; i <= m; ++i) dp[i] = inv[i];
	f[0] = 1;
	LEN = 1;
	for(; n; n >>= 1, mul(dp, dp), LEN <<= 1)
		if(n & 1) mul(f, dp);
	ll ret = 0;
	for(int i = 1; i <= m; ++i) ret = inc(ret, f[i] * fac[i] % mod* C(m, i) % mod);
	return ret;
}

int main()
{
//	MYFILE();
	init();
	n = read(), m = read();
	if(n > m) {puts("0"); return 0;}
	while(len <= (m << 1)) len <<= 1, ++lim;
	for(int i = 0; i < len; ++i) rev[i] = (rev[i >> 1] >> 1) | ((i & 1) << (lim - 1));
	write(QuickPow(n)), enter;
	return 0;
}

这题昨晚调了半天还是WA,回宿舍后,**多项式大师** $S \color{red}{jk}$看了一眼后说道,你把double改成long double,就过了。然后还真就过了,神啊!
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