Leetcode | K Inverse Pairs Array

原题链接：https://leetcode.com/problems/k-inverse-pairs-array

题目内容如下：

Given two integers n and k, find how many different arrays consist of numbers from 1 to n such that there are exactly k inverse pairs.

We define an inverse pair as following: For ith and jth element in the array, if i < j and a[i] > a[j] then it’s an inverse pair; Otherwise, it’s not.

Since the answer may be very large, the answer should be modulo 109 + 7.

Example 1:

Input: n = 3, k = 0

Output: 1

Explanation:

Only the array [1,2,3] which consists of numbers from 1 to 3 has exactly 0 inverse pair.

Example 2:

Input: n = 3, k = 1

Output: 2

Explanation:

The array [1,3,2] and [2,1,3] have exactly 1 inverse pair.

Note:

The integer n is in the range [1, 1000] and k is in the range [0, 1000].

由题意我们可以看出，这道题是明显的DP问题，所以找出动态规划方程是问题的关键，从子问题到原问题的就是利用下面这个例子的原理，如下

For example,

if we have some permutation of 1…4

5 x x x x creates 4 new inverse pairs

x 5 x x x creates 3 new inverse pairs

…

x x x x 5 creates 0 new inverse pairs

所以根据上述原理我们可以得出动态规划方程为

dp
[k] //represent the number of permutations of (1…n) with k inverse pairs.

dp[i][j] = dp[i-1][j] + dp[i-1][j-1] + dp[i-1][j-2] + ….. +dp[i-1][j - i + 1]

根据上述方程，源代码如下所示：

class Solution {
public:
int kInversePairs(int n, int k) {
vector<vector<int>> dp(n+1, vector<int>(k+1));
dp[0][0] = 1;
for(int i = 1; i <= n; ++i){
dp[i][0] = 1;
for(int j = 1; j <= k; ++j){
dp[i][j] = (dp[i][j-1] + dp[i-1][j]) % mod;
if(j - i >= 0){
dp[i][j] = (dp[i][j] - dp[i-1][j-i] + mod) % mod;
}
}
}
return dp
[k];
}
private:
const int mod = pow(10, 9) + 7;
};