CC Arithmetic Progressions (FFT + 分块处理)

转载请注明出处，谢谢http://blog.csdn.net/ACM_cxlove?viewmode=contents    by---cxlove

题目：给出n个数，选出三个数，按下标顺序形成等差数列

http://www.codechef.com/problems/COUNTARI

如果只是形成 等差数列并不难，大概就是先求一次卷积，然后再O(n)枚举，判断2 * a[i]的种数，不过按照下标就不会了。

有种很矬的，大概就是O(n)枚举中间的数，然后 对两边分别卷积，O(n * n * lgn)。

如果能想到枚举中间的数的话，应该可以进一步想到分块处理。

如果分为K块

那么分为几种情况 ：

三个数都是在当前块中，那么可以枚举后两个数，查找第一个数，复杂度O(N/K * N/K)

两个数在当前块中，那么另外一个数可能在前面，也可能在后面，同理还是枚举两个数，查找，复杂度
O(N/K * N/K)

如果只有一个数在当前块中，那么就要对两边的数进行卷积，然后枚举当前块中的数，查询2 × a[i]。复杂度O(N * lg N)

那么总体就是O(k * (N/K * N/K + N * lg N))。

 

#include <iostream>
#include <cstdio>
#include <cstring>
#include <cmath>
#include <algorithm>
using namespace std;
//FFT copy from kuangbin
const double pi = acos (-1.0);
// Complex  z = a + b * i  
struct Complex {
    double a, b;
    Complex(double _a=0.0,double _b=0.0):a(_a),b(_b){}
    Complex operator + (const Complex &c) const {
        return Complex(a + c.a , b + c.b);
    }
    Complex operator - (const Complex &c) const {
        return Complex(a - c.a , b - c.b);
    }
    Complex operator * (const Complex &c) const {
        return Complex(a * c.a - b * c.b , a * c.b + b * c.a);
    }
};
//len = 2 ^ k
void change (Complex y[] , int len) {
    for (int i = 1 , j = len / 2 ; i < len -1 ; i ++) {
        if (i < j) swap(y[i] , y[j]);
        int k = len / 2;
        while (j >= k) {
            j -= k;
            k /= 2;
        }
        if(j < k) j += k;
    } 
}
// FFT 
// len = 2 ^ k
// on = 1  DFT    on = -1 IDFT
void FFT (Complex y[], int len , int on) {
    change (y , len);
    for (int h = 2 ; h <= len ; h <<= 1) {
        Complex wn(cos (-on * 2 * pi / h), sin (-on * 2 * pi / h));
        for (int j = 0 ; j < len ; j += h) {
            Complex w(1 , 0);
            for (int k = j ; k < j + h / 2 ; k ++) {
                Complex u = y[k];
                Complex t = w * y [k + h / 2];
                y[k] = u + t;
                y[k + h / 2] = u - t;
                w = w * wn;
            }
        }
    }
    if (on == -1) {
        for (int i = 0 ; i < len ; i ++) {
            y[i].a /= len;
        }
    }
}
const int N = 100005;
typedef long long LL;
int n , a[N];
int block , size;
LL num[N << 2];
int min_num = 30000 , max_num = 1;
int before[N] = {0}, behind[N] = {0} , in[N] = {0};
Complex x1[N << 2] ,x2[N << 2];
int main () {
    #ifndef ONLINE_JUDGE
        freopen("input.txt" , "r" , stdin);
    #endif
    scanf ("%d", &n);
    for (int i = 0 ; i < n ; ++ i) {
        scanf ("%d", &a[i]);
        behind[a[i]] ++;
        min_num = min (min_num , a[i]);
        max_num = max (max_num , a[i]);
    }
    LL ret = 0;
    block = min(n , 35);
    size = (n + block - 1) / block;
    for (int t = 0 ; t < block ; t ++) {
        int s = t * size , e = (t + 1) * size;
        if (e > n) e = n;
        for (int i = s ; i < e ; i ++) {
            behind[a[i]] --;
        }
        for (int i = s ; i < e ; i ++) {
            for (int j = i + 1 ; j < e ; j ++) {
                int m = 2 * a[i] - a[j];
                if(m >= 1 && m <= 30000) { 
                    // both of three in the block
                    ret += in[m];
                    // one of the number in the pre block
                    ret += before[m];
                }
                m = 2 * a[j] - a[i];
                if (m >= 1 && m <= 30000) {
                    // one of the number in the next block
                    ret += behind[m];
                }
            }
            in[a[i]] ++;
        }
        // pre block , current block , next block
        if (t > 0 && t < block - 1) {
            int l = 1;
            int len = max_num + 1;
            while (l < len * 2) l <<= 1;
            for (int i = 0 ; i < len ; i ++) {
                x1[i] = Complex (before[i] , 0);
            }
            for (int i = len ; i < l ; i ++) {
                x1[i] = Complex (0 , 0);
            }
            for (int i = 0 ; i < len ; i ++) {
                x2[i] = Complex (behind[i] , 0);
            }
            for (int i = len ; i < l ; i ++) {
                x2[i] = Complex (0 , 0);
            }
            FFT (x1 , l , 1);
            FFT (x2 , l , 1);
            for (int i = 0 ; i < l ; i ++) {
                x1[i] = x1[i] * x2[i];
            }
            FFT (x1 , l , -1);
            for (int i = 0 ; i < l ; i ++) {
                num[i] = (LL)(x1[i].a + 0.5);
            }
            for (int i = s ; i < e ; i ++) {
                ret += num[a[i] << 1];
            }
        }
        for (int i = s ; i < e ; i ++) {
            in[a[i]] --;
            before[a[i]] ++;
        }
    }
    printf("%lld\n", ret);
    return 0;
}