sort: 349. Intersection of Two Arrays \ 350. Intersection of Two Arrays II

本文介绍两种计算两个数组交集的算法实现,包括确保每个元素只出现一次的交集及考虑重复次数的交集。提供了多种C++实现方案,如排序、双指针法和哈希表等。

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349. Intersection of Two Arrays

题目描述

Given two arrays, write a function to compute their intersection.

Example:
Given nums1 = [1, 2, 2, 1], nums2 = [2, 2], return [2].

Note:

  • Each element in the result must be unique.
  • The result can be in any order.

解题

击败50%+的代码。

class Solution {
public:
    vector<int> intersection(vector<int>& nums1, vector<int>& nums2) {
        sort(nums1.begin(), nums1.end());
        sort(nums2.begin(), nums2.end());
        vector<int> rel;

        int len1 = nums1.size();
        int len2 = nums2.size();
        int stt2 = 0;

        for(int i = 0; i < len1; i++) {
            for(int j = stt2; j < len2; j++) {
                if(nums1[i] == nums2[j]) {
                    rel.push_back(nums1[i]);
                    while(j + 1 < len2 && nums2[j] == nums2[j+1])
                        j++;
                    stt2 = j + 1;
                }
            }

            while(i+1 < len1 && nums1[i] == nums1[i+1])
                i++;
        }

        return rel;
    }
};

在discussion发现了更加高级简洁的写法:

class Solution {
public:
    vector<int> intersection(vector<int>& nums1, vector<int>& nums2) {
        unordered_set<int> m(nums1.begin(), nums1.end());
        vector<int>rel;

        for(auto ele:nums2) {
            if(m.count(ele)) {
                rel.push_back(ele);
                m.erase(ele);
            }
        }

        return rel;
    }
};

350. Intersection of Two Arrays II

题目描述

Given two arrays, write a function to compute their intersection.

Example:
Given nums1 = [1, 2, 2, 1], nums2 = [2, 2], return [2, 2].

Note:
Each element in the result should appear as many times as it shows in both arrays.
The result can be in any order.

Follow up:

  • What if the given array is already sorted? How would you optimize your algorithm?
  • What if nums1’s size is small compared to nums2’s size? Which
    algorithm is better?
  • What if elements of nums2 are stored on disk, and the memory is limited such that you cannot load all elements into the memory at once?

代码实现

class Solution {
public:
    vector<int> intersect(vector<int>& nums1, vector<int>& nums2) {
        sort(nums1.begin(), nums1.end());
        sort(nums2.begin(), nums2.end());
        vector<int> rel;

        int len1 = nums1.size();
        int len2 = nums2.size();
        int stt2 = 0;

        for(int i = 0; i < len1; i++) {
            for(int j = stt2; j < len2; j++) {
                if(nums1[i] == nums2[j]) {
                    rel.push_back(nums1[i]);
                    stt2 = j + 1;
                    break;
                }
            }
        }

        return rel;        
    }
};

全部调用标准库函数,击败了90%的c++代码:

class Solution {
public:
    vector<int> intersect(vector<int>& nums1, vector<int>& nums2) {
        sort(nums1.begin(), nums1.end());
        sort(nums2.begin(), nums2.end());
        a.erase(set_intersection(nums1.begin(), nums1.end(), nums2.begin(), nums2.end(), nums1.begin()), nums1.end());
        return nums1;       
    }
};

使用unordered_map,可以得到:

class Solution {
public:
    vector<int> intersect(vector<int>& nums1, vector<int>& nums2) {
        unordered_map<int, int> m;
        for(auto a:nums1) 
            m[a]++;

        vector<int> rel;    
        for(auto b:nums2)
            if((m[b]--) > 0)
                rel.push_back(b);

        return rel;       
    }
};
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