数据结构:两数之和 (一)

作者: Bioconductor | 来源:发表于2016-12-05 16:06 被阅读58次

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    题目:给定一个整型数组,是否能找出其中的两个数使其和为某个指定的值?

    注意:这里对数据没有限制,表明数据中允许存在重复值
    伪代码:

    boolean hasSum(int[] A, int target){ 
        boolean res = false;
        if(A ==null || A.length<2) return res;
        Arrays.sort(A);
        int i =0,j=A.length-1;
        while (i <j){
            if(A[i]+A[j] == target){
                res = true;
                break;
            }else if (A[i]+A[j] > target){
                //目标值过小,则向前移动尾部指针,减小两数之和;
                j--;
            }else{
                //目标值过大,则向后移动首部指针,增加两数和;
                i++;
            }
       }
       return res;
     
    }
    

    有了这个伪代码,代码就好写。下面用R语言和python写:

    R语言

    > a= c(1:10,2:11,1:3,2:8,2:9)
    
    > res = list()
    > index = list()
    
    > aa = function(a,target=NULL)
    {
      if (length(a) < 2)
      {
        return (res)
      }
      a1 = sort(a);
      i = 1;j=length(a);k=0;
      while(i < j)
      {
        if (a1[i]+a1[j] == target)
        {
          k=k+1;
          res[[k]] = c(a1[i],a1[j]);
          index[[k]] = append(res[[k]],c(i,j));
          i = i +1;
          j = j -1;
        }
        else if (a1[i]+a1[j]>target)
        {
          j = j -1;
        }
        else
        {
          i = i +1;
        }
      }
      return (index)
    }
    
    > aa(a,6)
    [[1]]
    [1]  1  5  1 20
    
    [[2]]
    [1]  1  5  2 19
    
    [[3]]
    [1]  2  4  3 16
    
    [[4]]
    [1]  2  4  4 15
    
    [[5]]
    [1]  2  4  5 14
    
    [[6]]
    [1]  2  4  6 13
    
    [[7]]
    [1]  3  3  8 12
    
    [[8]]
    [1]  3  3  9 11
    
    

    得到了等于6的两个数,还得到了在排序后它们的位置。

    python

    1、暴力法

    # -*- coding: utf-8 -*-
    a = [1,2,3,4,2,1,2,3,4,5,6,4,5,6,4,3,2,2,1,3,4,5,6,7,8,5,4,3,2,1]
    len1 = len(a)
    target = 6
    #number = map(int,a)
    for i in range(len1):
        for j in range(i+1,len1):
            if a[i] + a[j] == target:
                  print "the two number are %d and  %d ,the index are %d and %d " % (a[i],a[j],i+1,j+1)
    
    the two number are 1 and  5 ,the index are 1 and 10 
    the two number are 1 and  5 ,the index are 1 and 13 
    the two number are 1 and  5 ,the index are 1 and 22 
    the two number are 1 and  5 ,the index are 1 and 26 
    the two number are 2 and  4 ,the index are 2 and 4 
    the two number are 2 and  4 ,the index are 2 and 9 
    the two number are 2 and  4 ,the index are 2 and 12 
    the two number are 2 and  4 ,the index are 2 and 15 
    the two number are 2 and  4 ,the index are 2 and 21 
    the two number are 2 and  4 ,the index are 2 and 27 
    the two number are 3 and  3 ,the index are 3 and 8 
    the two number are 3 and  3 ,the index are 3 and 16 
    the two number are 3 and  3 ,the index are 3 and 20 
    the two number are 3 and  3 ,the index are 3 and 28 
    the two number are 4 and  2 ,the index are 4 and 5 
    the two number are 4 and  2 ,the index are 4 and 7 
    the two number are 4 and  2 ,the index are 4 and 17 
    the two number are 4 and  2 ,the index are 4 and 18 
    the two number are 4 and  2 ,the index are 4 and 29 
    the two number are 2 and  4 ,the index are 5 and 9 
    the two number are 2 and  4 ,the index are 5 and 12 
    the two number are 2 and  4 ,the index are 5 and 15 
    the two number are 2 and  4 ,the index are 5 and 21 
    the two number are 2 and  4 ,the index are 5 and 27 
    the two number are 1 and  5 ,the index are 6 and 10 
    the two number are 1 and  5 ,the index are 6 and 13 
    the two number are 1 and  5 ,the index are 6 and 22 
    the two number are 1 and  5 ,the index are 6 and 26 
    the two number are 2 and  4 ,the index are 7 and 9 
    the two number are 2 and  4 ,the index are 7 and 12 
    the two number are 2 and  4 ,the index are 7 and 15 
    the two number are 2 and  4 ,the index are 7 and 21 
    the two number are 2 and  4 ,the index are 7 and 27 
    the two number are 3 and  3 ,the index are 8 and 16 
    the two number are 3 and  3 ,the index are 8 and 20 
    the two number are 3 and  3 ,the index are 8 and 28 
    the two number are 4 and  2 ,the index are 9 and 17 
    the two number are 4 and  2 ,the index are 9 and 18 
    the two number are 4 and  2 ,the index are 9 and 29 
    the two number are 5 and  1 ,the index are 10 and 19 
    the two number are 5 and  1 ,the index are 10 and 30 
    the two number are 4 and  2 ,the index are 12 and 17 
    the two number are 4 and  2 ,the index are 12 and 18 
    the two number are 4 and  2 ,the index are 12 and 29 
    the two number are 5 and  1 ,the index are 13 and 19 
    the two number are 5 and  1 ,the index are 13 and 30 
    the two number are 4 and  2 ,the index are 15 and 17 
    the two number are 4 and  2 ,the index are 15 and 18 
    the two number are 4 and  2 ,the index are 15 and 29 
    the two number are 3 and  3 ,the index are 16 and 20 
    the two number are 3 and  3 ,the index are 16 and 28 
    the two number are 2 and  4 ,the index are 17 and 21 
    the two number are 2 and  4 ,the index are 17 and 27 
    the two number are 2 and  4 ,the index are 18 and 21 
    the two number are 2 and  4 ,the index are 18 and 27 
    the two number are 1 and  5 ,the index are 19 and 22 
    the two number are 1 and  5 ,the index are 19 and 26 
    the two number are 3 and  3 ,the index are 20 and 28 
    the two number are 4 and  2 ,the index are 21 and 29 
    the two number are 5 and  1 ,the index are 22 and 30 
    the two number are 5 and  1 ,the index are 26 and 30 
    the two number are 4 and  2 ,the index are 27 and 29
    

    暴力法复杂度较高,下面做下修改:

    # -*- coding: utf-8 -*-
    res = []
    def sum_two_1(a,target):
        if (len(a) < 2):
            return (0)
        a1 =sorted(a)
        i=0;j=len(a1)-1;k=0;
        while(i<j):
            if (a1[i]+a1[j] == target):
                k=k+1
                res.append([a1[i],a1[j],[i,j]])
                i = i + 1
                j = j -1
            elif(a1[i]+a1[j] > target):
                j = j -1
            else:
                i = i +1
        return(res)
    
    if __name__ == "__main__":
        a = [1,2,3,4,2,1,2,3,4,5,6,4,5,6,4,3,2,2,1,3,4,5,6,7,8,5,4,3,2,1]
        print(sum_two_1(a,int(4)))
    

    [[1, 3, [0, 14]], [1, 3, [1, 13]], [1, 3, [2, 12]], [1, 3, [3, 11]], [2, 2, [4, 9]], [2, 2, [5, 8]], [2, 2, [6, 7]]]

    在python中能否改为字典呢?

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