LeetCode 16 - 3Sum Closest


LeetCode – 3Sum Closest (Java)
Given an array S of n integers, find three integers in S such that the sum is closest to a given number, target. Return the sum of the three integers. You may assume that each input would have exactly one solution. 
For example, given array S = {-1 2 1 -4}, and target = 1. The sum that is closest to the target is 2. (-1 + 2 + 1 = 2).
O(n^2)
public class Solution {
 public int threeSumClosest(int[] num, int target) {
  int min = Integer.MAX_VALUE;
  int result = 0;
 
  Arrays.sort(num);
 
  for (int i = 0; i < num.length; i++) {
   int j = i + 1;
   int k = num.length - 1;
   while (j < k) {
    int sum = num[i] + num[j] + num[k];
    int diff = Math.abs(sum - target);
    if (diff < min) {
     min = diff;
     result = sum;
    }
    if (sum <= target) {
     j++;
    } else {
     k--;
    }
   }
  }
 
  return result;
 }
}
https://xuezhashuati.blogspot.com/2017/05/16-3sum-closest.html
Sort the array and use two pointers to find the sum of three numbers.

We maintain a closest number to target. Each time if we find the sum is closer, we update the closest number.

Time complexity is O(n2).
    public int threeSumClosest(int[] nums, int target) {
        if (nums == null || nums.length < 3) {
            return -1;
        }
        Arrays.sort(nums);
        int closest = nums[0] + nums[1] + nums[2];
        for (int i = 0; i < nums.length - 2; i++) {
            int left = i + 1;
            int right = nums.length - 1;
            while (left < right) {
                int sum = nums[i] + nums[left] + nums[right];
                if (Math.abs(sum - target) < Math.abs(closest - target)) {
                    closest = sum;
                }
                if (sum < target) {
                    left++;
                }
                else {
                    right--;
                }
            }
        }
        return closest;
    }
http://n00tc0d3r.blogspot.com/2013/01/2sum-3sum-4sum-and-variances.html
https://leetcode.com/discuss/16335/java-solution-with-o-n2-for-reference
https://discuss.leetcode.com/topic/1978/a-n-2-solution-can-we-do-better
Similar to 3 Sum problem, use 3 pointers to point current element, next element and the last element. If the sum is less than target, it means we have to add a larger element so next element move to the next. If the sum is greater, it means we have to add a smaller element so last element move to the second last element. Keep doing this until the end. Each time compare the difference between sum and target, if it is less than minimum difference so far, then replace result with it, otherwise keep iterating.
    public int threeSumClosest(int[] num, int target) {
        int result = num[0] + num[1] + num[num.length - 1];
        Arrays.sort(num);
        for (int i = 0; i < num.length - 2; i++) {
            int start = i + 1, end = num.length - 1;
            while (start < end) {
                int sum = num[i] + num[start] + num[end];
                if (sum > target) {
                    end--;
                } else {
                    start++;
                }
                if (Math.abs(sum - target) < Math.abs(result - target)) {
                    result = sum;
                }
            }
        }
        return result;
    }
However, we could improve performance a bit by skipping duplicate elements.
public int threeSumClosest(int[] nums, int target) {
if (num.length <= 3) { for (int i: num) { sum += i; } return sum; } Arrays.sort(nums); int sum = nums[0] + nums[1] + nums[nums.length - 1]; int closestSum = sum; for(int i = 0; i < nums.length - 2; i++){ if(i==0 || nums[i]!=nums[i-1]){ int left = i + 1, right = nums.length - 1; while(left < right){ sum = nums[left] + nums[right] + nums[i]; if(sum < target){ //move closer to target sum. while(left<right && nums[left] == nums[left+1]){ left++; } left++; }else if(sum > target){ //move closer to target sum. while(left<right && nums[right] == nums[right-1]){ right--; } right--; }else{ return sum; } //update the closest sum if needed. if(Math.abs(target - sum) < Math.abs(target - closestSum)){ closestSum = sum; } } } } return closestSum; }
http://www.cnblogs.com/springfor/p/3860175.html
 1 public int threeSumClosest(int[] num, int target) {
 2             if(num==null || num.length<3)
 3                 return 0;
 4             
 5             int min = Integer.MAX_VALUE;
 6             int val = 0;
 7             Arrays.sort(num);
 8             for(int i = 0; i<=num.length-3;i++){
 9                    int low = i+1;
10                    int high = num.length-1;
11                    while(low<high){
12                         int sum = num[i]+num[low]+num[high];
13                         if(Math.abs(target-sum)<min){
14                             min = Math.abs(target-sum);
15                             val = sum;
16                         }
18                         if(target==sum){
19                             return val;
20                         }else if(target>sum){
21                             low++;
22                         }else{
23                             high--;
24                         }
25                    }
26             }
27             return val;
28       }
http://bangbingsyb.blogspot.com/2014/11/leetcode-3sum-closest.html
    int threeSumClosest(vector<int> &num, int target) {
        if(num.size()<3) return INT_MAX;
        sort(num.begin(),num.end());
        int minDiff = INT_MAX;
        for(int i=0; i<num.size()-2; i++) {
            int left=i+1, right = num.size()-1;
            while(left<right) {
                int diff = num[i]+num[left]+num[right]-target;
                if(abs(diff)<abs(minDiff)) minDiff = diff;
                if(diff==0) 
                    break;
                else if(diff<0)
                    left++;
                else
                    right--;
            }
        } 
        return target+minDiff;
    }
http://rleetcode.blogspot.com/2014/02/given-array-s-n-find-three-integers-in.html
public int threeSumClosest(int[] num, int target) {
if (num==null||num.length==0){
return -1;
}
int result=0;
int minDif=Integer.MAX_VALUE;
Arrays.sort(num);
for (int i=0; i<num.length-2; i++ ){
int first=num[i];
int left=i+1;
int right=num.length-1;
while (left<right){
int value=first+num[left]+num[right];
if (value==target){
return value;
}
int diff=Math.abs(value-target);
if (diff<minDif){
result=value;
minDif=diff;
}
if (value>target){
do {right--;} while(left<right && num[right]==num[right+1]);
}
else if (value<target){
do {left++;} while (left<right && num[left]==num[left-1]);
}
}
}
return result;
}

Just another inefficient way
http://n00tc0d3r.blogspot.com/2013/01/2sum-3sum-4sum-and-variances.html
1:    public int threeSumClosest(int[] num, int target) {  
2:      if (num.length<3) return 0;  
3:      Arrays.sort(num);  
4:      int res = num[0] + num[1] + num[2];  
5:      for (int i=0; i<num.length-2; ++i) {  
6:        // skip duplicates  
7:        if (i>0 && num[i]==num[i-1]) continue;  
8:        for (int j=i+1; j<num.length-1; ++j) {  
9:          // skip duplicates  
10:          if (j>i+1 && num[j]==num[j-1]) continue;  
11:          // binary search for the third element  
12:          int start=j+1, end=num.length-1;  
13:          while (start<=end) {  
14:            int mid = (start+end)/2;  
15:            int sum = num[i] + num[j] + num[mid];  
16:            int diff = sum - target;  
17:            if ( Math.abs(diff) < Math.abs(res - target) ) {  
18:              res = sum;  
19:            }  
20:            if (diff == 0) { // find the target  
21:              return res;  
22:            } else if (diff < 0) {  
23:              start = mid + 1;  
24:            } else {  
25:              end = mid - 1;  
26:            }  
27:          }  
28:        }  
29:      }  
30:      return res;  
31:    } 
Read full article from LeetCode – 3Sum Closest (Java)

Labels

LeetCode (1432) GeeksforGeeks (1122) LeetCode - Review (1067) Review (882) Algorithm (668) to-do (609) Classic Algorithm (270) Google Interview (237) Classic Interview (222) Dynamic Programming (220) DP (186) Bit Algorithms (145) POJ (141) Math (137) Tree (132) LeetCode - Phone (129) EPI (122) Cracking Coding Interview (119) DFS (115) Difficult Algorithm (115) Lintcode (115) Different Solutions (110) Smart Algorithm (104) Binary Search (96) BFS (91) HackerRank (90) Binary Tree (86) Hard (79) Two Pointers (78) Stack (76) Company-Facebook (75) BST (72) Graph Algorithm (72) Time Complexity (69) Greedy Algorithm (68) Interval (63) Company - Google (62) Geometry Algorithm (61) Interview Corner (61) LeetCode - Extended (61) Union-Find (60) Trie (58) Advanced Data Structure (56) List (56) Priority Queue (53) Codility (52) ComProGuide (50) LeetCode Hard (50) Matrix (50) Bisection (48) Segment Tree (48) Sliding Window (48) USACO (46) Space Optimization (45) Company-Airbnb (41) Greedy (41) Mathematical Algorithm (41) Tree - Post-Order (41) ACM-ICPC (40) Algorithm Interview (40) Data Structure Design (40) Graph (40) Backtracking (39) Data Structure (39) Jobdu (39) Random (39) Codeforces (38) Knapsack (38) LeetCode - DP (38) Recursive Algorithm (38) String Algorithm (38) TopCoder (38) Sort (37) Introduction to Algorithms (36) Pre-Sort (36) Beauty of Programming (35) Must Known (34) Binary Search Tree (33) Follow Up (33) prismoskills (33) Palindrome (32) Permutation (31) Array (30) Google Code Jam (30) HDU (30) Array O(N) (29) Logic Thinking (29) Monotonic Stack (29) Puzzles (29) Code - Detail (27) Company-Zenefits (27) Microsoft 100 - July (27) Queue (27) Binary Indexed Trees (26) TreeMap (26) to-do-must (26) 1point3acres (25) GeeksQuiz (25) Merge Sort (25) Reverse Thinking (25) hihocoder (25) Company - LinkedIn (24) Hash (24) High Frequency (24) Summary (24) Divide and Conquer (23) Proof (23) Game Theory (22) Topological Sort (22) Lintcode - Review (21) Tree - Modification (21) Algorithm Game (20) CareerCup (20) Company - Twitter (20) DFS + Review (20) DP - Relation (20) Brain Teaser (19) DP - Tree (19) Left and Right Array (19) O(N) (19) Sweep Line (19) UVA (19) DP - Bit Masking (18) LeetCode - Thinking (18) KMP (17) LeetCode - TODO (17) Probabilities (17) Simulation (17) String Search (17) Codercareer (16) Company-Uber (16) Iterator (16) Number (16) O(1) Space (16) Shortest Path (16) itint5 (16) DFS+Cache (15) Dijkstra (15) Euclidean GCD (15) Heap (15) LeetCode - Hard (15) Majority (15) Number Theory (15) Rolling Hash (15) Tree Traversal (15) Brute Force (14) Bucket Sort (14) DP - Knapsack (14) DP - Probability (14) Difficult (14) Fast Power Algorithm (14) Pattern (14) Prefix Sum (14) TreeSet (14) Algorithm Videos (13) Amazon Interview (13) Basic Algorithm (13) Codechef (13) Combination (13) Computational Geometry (13) DP - Digit (13) LCA (13) LeetCode - DFS (13) Linked List (13) Long Increasing Sequence(LIS) (13) Math-Divisible (13) Reservoir Sampling (13) mitbbs (13) Algorithm - How To (12) Company - Microsoft (12) DP - Interval (12) DP - Multiple Relation (12) DP - Relation Optimization (12) LeetCode - Classic (12) Level Order Traversal (12) Prime (12) Pruning (12) Reconstruct Tree (12) Thinking (12) X Sum (12) AOJ (11) Bit Mask (11) Company-Snapchat (11) DP - Space Optimization (11) Dequeue (11) Graph DFS (11) MinMax (11) Miscs (11) Princeton (11) Quick Sort (11) Stack - Tree (11) 尺取法 (11) 挑战程序设计竞赛 (11) Coin Change (10) DFS+Backtracking (10) Facebook Hacker Cup (10) Fast Slow Pointers (10) HackerRank Easy (10) Interval Tree (10) Limited Range (10) Matrix - Traverse (10) Monotone Queue (10) SPOJ (10) Starting Point (10) States (10) Stock (10) Theory (10) Tutorialhorizon (10) Kadane - Extended (9) Mathblog (9) Max-Min Flow (9) Maze (9) Median (9) O(32N) (9) Quick Select (9) Stack Overflow (9) System Design (9) Tree - Conversion (9) Use XOR (9) Book Notes (8) Company-Amazon (8) DFS+BFS (8) DP - States (8) Expression (8) Longest Common Subsequence(LCS) (8) One Pass (8) Quadtrees (8) Traversal Once (8) Trie - Suffix (8) 穷竭搜索 (8) Algorithm Problem List (7) All Sub (7) Catalan Number (7) Cycle (7) DP - Cases (7) Facebook Interview (7) Fibonacci Numbers (7) Flood fill (7) Game Nim (7) Graph BFS (7) HackerRank Difficult (7) Hackerearth (7) Inversion (7) Kadane’s Algorithm (7) Manacher (7) Morris Traversal (7) Multiple Data Structures (7) Normalized Key (7) O(XN) (7) Radix Sort (7) Recursion (7) Sampling (7) Suffix Array (7) Tech-Queries (7) Tree - Serialization (7) Tree DP (7) Trie - Bit (7) 蓝桥杯 (7) Algorithm - Brain Teaser (6) BFS - Priority Queue (6) BFS - Unusual (6) Classic Data Structure Impl (6) DP - 2D (6) DP - Monotone Queue (6) DP - Unusual (6) DP-Space Optimization (6) Dutch Flag (6) How To (6) Interviewstreet (6) Knapsack - MultiplePack (6) Local MinMax (6) MST (6) Minimum Spanning Tree (6) Number - Reach (6) Parentheses (6) Pre-Sum (6) Probability (6) Programming Pearls (6) Rabin-Karp (6) Reverse (6) Scan from right (6) Schedule (6) Stream (6) Subset Sum (6) TSP (6) Xpost (6) n00tc0d3r (6) reddit (6) AI (5) Abbreviation (5) Anagram (5) Art Of Programming-July (5) Assumption (5) Bellman Ford (5) Big Data (5) Code - Solid (5) Code Kata (5) Codility-lessons (5) Coding (5) Company - WMware (5) Convex Hull (5) Crazyforcode (5) DFS - Multiple (5) DFS+DP (5) DP - Multi-Dimension (5) DP-Multiple Relation (5) Eulerian Cycle (5) Graph - Unusual (5) Graph Cycle (5) Hash Strategy (5) Immutability (5) Java (5) LogN (5) Manhattan Distance (5) Matrix Chain Multiplication (5) N Queens (5) Pre-Sort: Index (5) Quick Partition (5) Quora (5) Randomized Algorithms (5) Resources (5) Robot (5) SPFA(Shortest Path Faster Algorithm) (5) Shuffle (5) Sieve of Eratosthenes (5) Strongly Connected Components (5) Subarray Sum (5) Sudoku (5) Suffix Tree (5) Swap (5) Threaded (5) Tree - Creation (5) Warshall Floyd (5) Word Search (5) jiuzhang (5)

Popular Posts