4Sum
Given an array S of n integers, are there elements a, b, c, and d in S such that a + b + c + d = target? Find all unique quadruplets in the array which gives the sum of target.
Note:
For example, given array S = {1 0 -1 0 -2 2}, and target = 0. A solution set is: (-1, 0, 0, 1) (-2, -1, 1, 2) (-2, 0, 0, 2)
解题思路:
1、基于3sum思想,外面再套一层,因此时间复杂度为O(n^3),空间复杂度为O(1)。代码如下:
class Solution { public: vector<vector<int> > fourSum(vector<int> &num, int target) { vector<vector<int>> result; int len=num.size(); if(len<4){ return result; } std::sort(num.begin(), num.end()); for(int i=0; i<len; i++){ if(i>0&&num[i]==num[i-1]){ continue; } for(int j=i+1; j<len; j++){ if(j>i+1&&num[j]==num[j-1]){ continue; } int start=j+1, end=len-1; while(start<end){ int sum=num[i]+num[j]+num[start]+num[end]; if(sum==target){ result.push_back(vector<int>({num[i], num[j], num[start], num[end]})); start++; //这里记得加 }else if(sum<target){ start++; }else{ end--; } while(start>j+1&&num[start]==num[start-1]&&start<end){ start++; } while(end<len-1&&num[end]==num[end+1]&&start<end){ end--; } } } } return result; } };2、网上有另外一种办法,就是利用二分法,将num里面的元素两两相加组成一个元素,然后根据2sum的方法来求,相当于2num中有O(n^2)个数。2sum的时间复杂度为O(nlogn),因此这种方法的4sum的时间复杂度为O(n^2logn^2)=O(n^2logn),比第一种方法要优,但是空间复杂度为O(n^2)。Java代码转自http://blog.csdn.net/linhuanmars/article/details/24826871。
private ArrayList<ArrayList<Integer>> twoSum(ArrayList<Pair> pairs, int target){ HashSet<Tuple> hashSet = new HashSet<Tuple>(); int l = 0; int r = pairs.size()-1; ArrayList<ArrayList<Integer>> res = new ArrayList<ArrayList<Integer>>(); while(l<r){ if(pairs.get(l).getSum()+pairs.get(r).getSum()==target) { int lEnd = l; int rEnd = r; while(lEnd<rEnd && pairs.get(lEnd).getSum()==pairs.get(lEnd+1).getSum()) { lEnd++; } while(lEnd<rEnd && pairs.get(rEnd).getSum()==pairs.get(rEnd-1).getSum()) { rEnd--; } for(int i=l;i<=lEnd;i++) { for(int j=r;j>=rEnd;j--) { if(check(pairs.get(i),pairs.get(j))) { ArrayList<Integer> item = new ArrayList<Integer>(); item.add(pairs.get(i).nodes[0].value); item.add(pairs.get(i).nodes[1].value); item.add(pairs.get(j).nodes[0].value); item.add(pairs.get(j).nodes[1].value); //Collections.sort(item); Tuple tuple = new Tuple(item); if(!hashSet.contains(tuple)) { hashSet.add(tuple); res.add(tuple.num); } } } } l = lEnd+1; r = rEnd-1; } else if(pairs.get(l).getSum()+pairs.get(r).getSum()>target) { r--; } else{ l++; } } return res; } private boolean check(Pair p1, Pair p2) { if(p1.nodes[0].index == p2.nodes[0].index || p1.nodes[0].index == p2.nodes[1].index) return false; if(p1.nodes[1].index == p2.nodes[0].index || p1.nodes[1].index == p2.nodes[1].index) return false; return true; }
原文地址:http://blog.csdn.net/kangrydotnet/article/details/45150157