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Scramble String

描述

Given a string s1, we may represent it as a binary tree by partitioning it to two non-empty substrings recursively.

Below is one possible representation of s1 = "great":

    great
   /    \
  gr    eat
 / \    /  \
g   r  e   at
           / \
          a   t

To scramble the string, we may choose any non-leaf node and swap its two children.

For example, if we choose the node "gr" and swap its two children, it produces a scrambled string "rgeat".

    rgeat
   /    \
  rg    eat
 / \    /  \
r   g  e   at
           / \
          a   t

We say that "rgeat" is a scrambled string of "great".

Similarly, if we continue to swap the children of nodes "eat" and "at", it produces a scrambled string "rgtae".

    rgtae
   /    \
  rg    tae
 / \    /  \
r   g  ta  e
       / \
      t   a

We say that "rgtae" is a scrambled string of "great".

Given two strings s1 and s2 of the same length, determine if s2 is a scrambled string of s1.

分析

首先想到的是递归(即深搜),对两个string进行分割,然后比较四对字符串。代码虽然简单,但是复杂度比较高。有两种加速策略,一种是剪枝,提前返回;一种是加缓存,缓存中间结果,即memorization(翻译为记忆化搜索)。

剪枝可以五花八门,要充分观察,充分利用信息,找到能让节点提前返回的条件。例如,判断两个字符串是否互为scamble,至少要求每个字符在两个字符串中出现的次数要相等,如果不相等则返回false。

加缓存,可以用数组或HashMap。本题维数较高,用HashMap,mapunordered_map均可。

既然可以用记忆化搜索,这题也一定可以用动规。设状态为f[n][i][j],表示长度为n,起点为s1[i]和起点为s2[j]两个字符串是否互为scramble,则状态转移方程为

f[n][i][j]} =  (f[k][i][j] && f[n-k][i+k][j+k]) 
            || (f[k][i][j+n-k] && f[n-k][i+k][j])

递归

{% codesnippet "./code/scramble-string-1."+book.suffix, language=book.suffix %}{% endcodesnippet %}

动规

{% codesnippet "./code/scramble-string-2."+book.suffix, language=book.suffix %}{% endcodesnippet %}

递归+剪枝

{% codesnippet "./code/scramble-string-3."+book.suffix, language=book.suffix %}{% endcodesnippet %}

备忘录法

{% codesnippet "./code/scramble-string-4."+book.suffix, language=book.suffix %}{% endcodesnippet %}