Performance 查找排序列表中具有特定差异的数字

Performance 查找排序列表中具有特定差异的数字,performance,algorithm,Performance,Algorithm,给定N个排序的数字,如果存在一对,我们需要找到差K 一个O(N log N)解决方案是检查每个数字x,使用二进制搜索检查(x+K)是否存在 我想知道是否有更好的,O(n)时间和O(1)空间解决方案。如果列表已排序,您可以在O(n)时间内通过列表运行两个指针。基本上是这样的: index1 = 0 index2 = 0 while index2 < size(array): if array[index2] - array[index1] == K: print bo

给定N个排序的数字,如果存在一对,我们需要找到差
K

一个
O(N log N)
解决方案是检查每个数字
x
,使用二进制搜索检查(
x+K
)是否存在


我想知道是否有更好的,
O(n)
时间和O(1)空间解决方案。

如果列表已排序,您可以在O(n)时间内通过列表运行两个指针。基本上是这样的:

index1 = 0
index2 = 0
while index2 < size(array):
    if array[index2] - array[index1] == K:
        print both numbers and exit
    if array[index2] - array[index1] < K:
        index2++;
    else
        index1++;

很常见的面试问题。你试了什么?如果你只是想要这个解决方案,你可以很好地利用谷歌。我无法在谷歌上得到一个o(n)时间,n(1)空间算法…你有人急于投票!哦,别生气。我们只是相信,如果你展示你的尝试,而不是问一个预先准备好的答案,它将帮助你。但这完全取决于你,无视一切。同样的道理,选民们也是如此。为什么
sys.exit
而不是
break
lst = [1,2,3,4,5,6,7,50,100,120,121,122,123,130,199,299,399]
diff = 7
ix1 = 0
ix2 = 0
while ix2 < len (lst):
    print "Comparing [%d]=%d against [%d]=%d"%(ix1,lst[ix1],ix2,lst[ix2])
    if lst[ix2] - lst[ix1] == diff:
        print lst[ix1], lst[ix2]
        break
    if lst[ix2] - lst[ix1] < diff:
        ix2 = ix2 + 1
    else:
        ix1 = ix1 + 1
Comparing [0]=1 against [0]=1
Comparing [0]=1 against [1]=2
Comparing [0]=1 against [2]=3
Comparing [0]=1 against [3]=4
Comparing [0]=1 against [4]=5
Comparing [0]=1 against [5]=6
Comparing [0]=1 against [6]=7
Comparing [0]=1 against [7]=50
Comparing [1]=2 against [7]=50
Comparing [2]=3 against [7]=50
Comparing [3]=4 against [7]=50
Comparing [4]=5 against [7]=50
Comparing [5]=6 against [7]=50
Comparing [6]=7 against [7]=50
Comparing [7]=50 against [7]=50
Comparing [7]=50 against [8]=100
Comparing [8]=100 against [8]=100
Comparing [8]=100 against [9]=120
Comparing [9]=120 against [9]=120
Comparing [9]=120 against [10]=121
Comparing [9]=120 against [11]=122
Comparing [9]=120 against [12]=123
Comparing [9]=120 against [13]=130
Comparing [10]=121 against [13]=130
Comparing [11]=122 against [13]=130
Comparing [12]=123 against [13]=130
123 130