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  • LeetCode-Count of Range Sum

    Given an integer array nums, return the number of range sums that lie in [lower, upper] inclusive.
    Range sum S(i, j) is defined as the sum of the elements in nums between indices i and j (ij), inclusive.

    Note:
    A naive algorithm of O(n2) is trivial. You MUST do better than that.

    Example:
    Given nums = [-2, 5, -1], lower = -2, upper = 2,
    Return 3.
    The three ranges are : [0, 0], [2, 2], [0, 2] and their respective sums are: -2, -1, 2.

    Credits:
    Special thanks to @dietpepsi for adding this problem and creating all test cases.

    Analysis:

    See this post: http://huntzhan.org/leetcode-count-of-range-sum/

    Solution:

    Divide and Conquer O(nlogn)

     1 public class Solution {
     2    public int countRangeSum(int[] nums, int lower, int upper) {
     3         if (nums.length==0) return 0;
     4         
     5         long[] sums = new long[nums.length];
     6         long sum = 0;
     7         for (int i=0;i<nums.length;i++){
     8             sum += nums[i];
     9             sums[i] = sum;
    10         }
    11         
    12         int res = countRangeSumRecur(sums,0,sums.length-1,lower,upper);
    13         
    14         return res;
    15     }
    16     
    17     public int countRangeSumRecur(long[] sums, int start, int end, int lower, int upper){
    18         if (start==end){
    19             return (sums[start]>=lower && sums[start]<=upper) ? 1 : 0;
    20         }
    21         
    22         int len = end-start+1;
    23         long[] cache = new long[len];
    24         int mid = (start+end)/2;
    25         int leftCount = countRangeSumRecur(sums,start,mid,lower,upper);
    26         int rightCount = countRangeSumRecur(sums,mid+1,end,lower,upper);
    27         int res = leftCount + rightCount;
    28         
    29         // Count those cross left part and right part.
    30         int l1 = start, r1 = mid+1, r2 = mid+1, i1=mid+1;
    31         int ind = 0;
    32         while (l1<mid+1){
    33             // Get r1 and r2 into correct places.
    34             while (r1<=end && sums[r1]-sums[l1]<lower) r1++;
    35             while (r2<=end && sums[r2]-sums[l1]<=upper) r2++;
    36             res += r2-r1;
    37             
    38             // Perform sorting work.
    39             while (i1<=end && sums[i1]<=sums[l1]){
    40                 cache[ind++] = sums[i1++];                
    41             }
    42             cache[ind++] = sums[l1];
    43             l1++;
    44         }
    45         while (i1<=end){
    46             cache[ind++] = sums[i1++];
    47         }
    48         
    49         for (int i=0;i<len;i++){
    50             sums[start+i] = cache[i];
    51         }
    52         
    53         return res;
    54     }
    55 }
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  • 原文地址:https://www.cnblogs.com/lishiblog/p/5760781.html
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