The Minimum Absolute Difference Algorithm of an Array

  • 时间:2020-09-19 10:45:07
  • 分类:网络文摘
  • 阅读:144 次

Given an array of distinct integers arr, find all pairs of elements with the minimum absolute difference of any two elements. Return a list of pairs in ascending order(with respect to pairs), each pair [a, b] follows

a, b are from arr
a < b
b – a equals to the minimum absolute difference of any two elements in arr

Example 1:
Input: arr = [4,2,1,3]
Output: [[1,2],[2,3],[3,4]]
Explanation: The minimum absolute difference is 1. List all pairs with difference equal to 1 in ascending order.

Example 2:
Input: arr = [1,3,6,10,15]
Output: [[1,3]]

Example 3:
Input: arr = [3,8,-10,23,19,-4,-14,27]
Output: [[-14,-10],[19,23],[23,27]]

Constraints:
2 <= arr.length <= 10^5
-10^6 <= arr[i] <= 10^6

Hints:
Find the minimum absolute difference between two elements in the array.
The minimum absolute difference must be a difference between two consecutive elements in the sorted array.

Finding Minimum Absolute Difference in a Sorted Array

Of course, we can bruteforce the array for each possible pair, and then we can compare and record the minimum pairs that have the smallest absolute difference values. However, this cost O(N^2), which is not the most efficient algorithm.

If we sort the array (which we can, in O(NLogN) time), then we can do another O(N) loop to compare only the adjacent elements because there is no need to compare non-neighbour pairs as they will not be the smallest minimum absolute difference pair.

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
class Solution {
public:
    vector<vector<int>> minimumAbsDifference(vector<int>& arr) {
        vector<vector<int>> r;
        sort(begin(arr), end(arr));        
        int D = INT_MAX;
        for (int i = 1; i < arr.size(); ++ i) {
            int d = arr[i] - arr[i - 1];
            if (d < D) {
                r.clear();
                D = d;
                r.push_back({arr[i - 1], arr[i]});
            } else if (d == D) {
                r.push_back({arr[i - 1], arr[i]});
            }
        }        
        return r;
    }
};
class Solution {
public:
    vector<vector<int>> minimumAbsDifference(vector<int>& arr) {
        vector<vector<int>> r;
        sort(begin(arr), end(arr));        
        int D = INT_MAX;
        for (int i = 1; i < arr.size(); ++ i) {
            int d = arr[i] - arr[i - 1];
            if (d < D) {
                r.clear();
                D = d;
                r.push_back({arr[i - 1], arr[i]});
            } else if (d == D) {
                r.push_back({arr[i - 1], arr[i]});
            }
        }        
        return r;
    }
};

Then, if the current difference value is smaller, then we clear the result vector, record the minimum value, and push the current pair. If we find a equal pair, we simply push it to the back of the result vector. O(1) constant space is required.

–EOF (The Ultimate Computing & Technology Blog) —

推荐阅读:
Illustrating the Blockchain via SteemJs – Blocks are Chain  DFS and BFS Algorithms to Find All the Lonely Nodes of a Binary   Three ways of Running a continuous NodeJS Application on Your Se  K Closest Points to Origin using Custom Sorting Algorithm in C++  Using Hash Set to Determine if a String is the Permutation of An  Recursive Algorithm to Get Proxy Votes on Steem Blockchain  Ways to spot SEO scam – Signs that tell you about scam SEO compa  5 Evergreen Content Marketing Ideas for Virtually Any Business  3 Ways to Brainstorm New Blog Content  7 Good Blogger Tools For Working From Home 
评论列表
添加评论