[22]. 括号生成

[22]. 括号生成

    • 题目
    • 算法设计:回溯
    • 算法设计:空间换时间

 


题目

传送门:https://leetcode.cn/problems/generate-parentheses/

[22]. 括号生成_第1张图片
 


算法设计:回溯

括号问题可以分成俩类:

  • 括号的合法性判断,主要是用栈
  • 括号的合法生成,主要是回溯

搞懂回溯算法,最重要的是理解回溯框架。

回溯框架:

ans = []
void recall( 路径,选择列表 )
	if 满足结束条件:
		ans.add( 路径 )
		return
	for 选择 in 选择列表:
		做选择
		recall( 路径,选择列表 )
		撤销选择

回溯框架,本质是遍历一颗决策树。

  • 路径:已经做出的选择
  • 选择列表:当前可以做的选择
  • 结束条件:到了决策树底层,无法再做选择

[22]. 括号生成_第2张图片

核心在于 for 循环里面的递归,在递归之前做选择,在递归之后撤销选择。

  • for 循环,如果可视化就是在遍历一颗 N 叉树

问题是,选择和撤销选择是在这颗树上做什么呢?

  • 选择:是在这棵树上做前序遍历
  • 撤销选择:是在这颗树上做后序遍历

[22]. 括号生成_第3张图片
所以,选择的可视化是在进入树的某一节点前执行,撤销选择的可视化是在离开树的某一节点后执行。
[22]. 括号生成_第4张图片
做选择:在进入节点前,从选择列表拿出一个选择,将它放入路径。

撤销选择:在离开节点后,从路径中拿出一个选择,将它恢复到选择列表中。

 


套用回溯框架,打印所有括号:

  • 结束条件:当前位置 == 2 * n
  • 选择列表:每个位置要么左括号,要么右括号 [‘(’, ‘)’]
int n;
void recall( int x, string& ans ) {
		if( x == 2 * n )	
			print(ans);
			return;
			
		for c in ['(', ')']:
			ans.push(c);
			recall(x + 1, ans);
			ans.pop(c);	
}

不过,这题不是生成所有括号,而是生成所有合法括号。

那么合法的定义是什么?

  • 左括号数量 = 右括号数量
  • 必然是左括号在前,右括号在后
  • 在添加左括号时,之前的左括号一定大于或等于右括号
  • 在添加右括号时,之前的左括号数量必然大于右括号
  • 组合长度等于 2n(n对括号,一对括号是2,等于2n)

对于 2n 个括号,必然有 n 个左括号、n 个右括号

这里把穷举位置 x,改成用 l 记录还可以使用多少个左括号,用 r 记录还可以使用多少个右括号。

class Solution {
	vector<string> res;               // 记录答案 
public:
    vector<string> generateParenthesis(int n) {
        if( n == 0 ) return res;
        recall(n , n, "");            // 当前可用左括号和右括号数量为 n   
        return res;
    }
    void recall(int l, int r, string str) {
        if( l < 0 || r < 0 ) return;  // 剪枝:数量小于0,不合法
        if( r < l ) return;           // 剪枝:左括号剩下的多,不合法
        if( l == 0 && r == 0 ) {      // 所有括号恰好用完,得到一个合法括号
        	res.push_back(str);  
        	return;                                   
        }                    
        str.push_back('(');           // 选择左括号
        recall(l-1, r, str);          // 进入下一层
        str.pop_back();               // 撤销选择

        str.push_back(')');
        recall(l, r-1, str);
        str.pop_back();
    }
};

当 n = 2 时,下图是代码的可视化:
[22]. 括号生成_第5张图片
 


算法设计:空间换时间

回溯算法的时间复杂度太高了。

因为这题的输入数据 < 8,所以可以采用空间换时间策略。

class Solution {
public:
    vector<string> generateParenthesis(int n) {
        switch(n){
            case 1:
                return vector<string>{"()"};
            case 2:
                return vector<string>{"()()","(())"};
            case 3:
                return vector<string>{"((()))","(()())","(())()","()(())","()()()"};
            case 4:
                return vector<string>{"(((())))","((()()))","((())())","((()))()","(()(()))","(()()())","(()())()","(())(())","(())()()","()((()))","()(()())","()(())()","()()(())","()()()()"};
            case 5:
                return vector<string>{"((((()))))","(((()())))","(((())()))","(((()))())","(((())))()","((()(())))","((()()()))","((()())())","((()()))()","((())(()))","((())()())","((())())()","((()))(())","((()))()()","(()((())))","(()(()()))","(()(())())","(()(()))()","(()()(()))","(()()()())","(()()())()","(()())(())","(()())()()","(())((()))","(())(()())","(())(())()","(())()(())","(())()()()","()(((())))","()((()()))","()((())())","()((()))()","()(()(()))","()(()()())","()(()())()","()(())(())","()(())()()","()()((()))","()()(()())","()()(())()","()()()(())","()()()()()"};
            case 6:
                return vector<string>{"(((((())))))","((((()()))))","((((())())))","((((()))()))","((((())))())","((((()))))()","(((()(()))))","(((()()())))","(((()())()))","(((()()))())","(((()())))()","(((())(())))","(((())()()))","(((())())())","(((())()))()","(((()))(()))","(((()))()())","(((()))())()","(((())))(())","(((())))()()","((()((()))))","((()(()())))","((()(())()))","((()(()))())","((()(())))()","((()()(())))","((()()()()))","((()()())())","((()()()))()","((()())(()))","((()())()())","((()())())()","((()()))(())","((()()))()()","((())((())))","((())(()()))","((())(())())","((())(()))()","((())()(()))","((())()()())","((())()())()","((())())(())","((())())()()","((()))((()))","((()))(()())","((()))(())()","((()))()(())","((()))()()()","(()(((()))))","(()((()())))","(()((())()))","(()((()))())","(()((())))()","(()(()(())))","(()(()()()))","(()(()())())","(()(()()))()","(()(())(()))","(()(())()())","(()(())())()","(()(()))(())","(()(()))()()","(()()((())))","(()()(()()))","(()()(())())","(()()(()))()","(()()()(()))","(()()()()())","(()()()())()","(()()())(())","(()()())()()","(()())((()))","(()())(()())","(()())(())()","(()())()(())","(()())()()()","(())(((())))","(())((()()))","(())((())())","(())((()))()","(())(()(()))","(())(()()())","(())(()())()","(())(())(())","(())(())()()","(())()((()))","(())()(()())","(())()(())()","(())()()(())","(())()()()()","()((((()))))","()(((()())))","()(((())()))","()(((()))())","()(((())))()","()((()(())))","()((()()()))","()((()())())","()((()()))()","()((())(()))","()((())()())","()((())())()","()((()))(())","()((()))()()","()(()((())))","()(()(()()))","()(()(())())","()(()(()))()","()(()()(()))","()(()()()())","()(()()())()","()(()())(())","()(()())()()","()(())((()))","()(())(()())","()(())(())()","()(())()(())","()(())()()()","()()(((())))","()()((()()))","()()((())())","()()((()))()","()()(()(()))","()()(()()())","()()(()())()","()()(())(())","()()(())()()","()()()((()))","()()()(()())","()()()(())()","()()()()(())","()()()()()()"};
            case 7:
                return vector<string>{"((((((()))))))","(((((()())))))","(((((())()))))","(((((()))())))","(((((())))()))","(((((()))))())","(((((())))))()","((((()(())))))","((((()()()))))","((((()())())))","((((()()))()))","((((()())))())","((((()()))))()","((((())(()))))","((((())()())))","((((())())()))","((((())()))())","((((())())))()","((((()))(())))","((((()))()()))","((((()))())())","((((()))()))()","((((())))(()))","((((())))()())","((((())))())()","((((()))))(())","((((()))))()()","(((()((())))))","(((()(()()))))","(((()(())())))","(((()(()))()))","(((()(())))())","(((()(()))))()","(((()()(()))))","(((()()()())))","(((()()())()))","(((()()()))())","(((()()())))()","(((()())(())))","(((()())()()))","(((()())())())","(((()())()))()","(((()()))(()))","(((()()))()())","(((()()))())()","(((()())))(())","(((()())))()()","(((())((()))))","(((())(()())))","(((())(())()))","(((())(()))())","(((())(())))()","(((())()(())))","(((())()()()))","(((())()())())","(((())()()))()","(((())())(()))","(((())())()())","(((())())())()","(((())()))(())","(((())()))()()","(((()))((())))","(((()))(()()))","(((()))(())())","(((()))(()))()","(((()))()(()))","(((()))()()())","(((()))()())()","(((()))())(())","(((()))())()()","(((())))((()))","(((())))(()())","(((())))(())()","(((())))()(())","(((())))()()()","((()(((())))))","((()((()()))))","((()((())())))","((()((()))()))","((()((())))())","((()((()))))()","((()(()(()))))","((()(()()())))","((()(()())()))","((()(()()))())","((()(()())))()","((()(())(())))","((()(())()()))","((()(())())())","((()(())()))()","((()(()))(()))","((()(()))()())","((()(()))())()","((()(())))(())","((()(())))()()","((()()((()))))","((()()(()())))","((()()(())()))","((()()(()))())","((()()(())))()","((()()()(())))","((()()()()()))","((()()()())())","((()()()()))()","((()()())(()))","((()()())()())","((()()())())()","((()()()))(())","((()()()))()()","((()())((())))","((()())(()()))","((()())(())())","((()())(()))()","((()())()(()))","((()())()()())","((()())()())()","((()())())(())","((()())())()()","((()()))((()))","((()()))(()())","((()()))(())()","((()()))()(())","((()()))()()()","((())(((()))))","((())((()())))","((())((())()))","((())((()))())","((())((())))()","((())(()(())))","((())(()()()))","((())(()())())","((())(()()))()","((())(())(()))","((())(())()())","((())(())())()","((())(()))(())","((())(()))()()","((())()((())))","((())()(()()))","((())()(())())","((())()(()))()","((())()()(()))","((())()()()())","((())()()())()","((())()())(())","((())()())()()","((())())((()))","((())())(()())","((())())(())()","((())())()(())","((())())()()()","((()))(((())))","((()))((()()))","((()))((())())","((()))((()))()","((()))(()(()))","((()))(()()())","((()))(()())()","((()))(())(())","((()))(())()()","((()))()((()))","((()))()(()())","((()))()(())()","((()))()()(())","((()))()()()()","(()((((())))))","(()(((()()))))","(()(((())())))","(()(((()))()))","(()(((())))())","(()(((()))))()","(()((()(()))))","(()((()()())))","(()((()())()))","(()((()()))())","(()((()())))()","(()((())(())))","(()((())()()))","(()((())())())","(()((())()))()","(()((()))(()))","(()((()))()())","(()((()))())()","(()((())))(())","(()((())))()()","(()(()((()))))","(()(()(()())))","(()(()(())()))","(()(()(()))())","(()(()(())))()","(()(()()(())))","(()(()()()()))","(()(()()())())","(()(()()()))()","(()(()())(()))","(()(()())()())","(()(()())())()","(()(()()))(())","(()(()()))()()","(()(())((())))","(()(())(()()))","(()(())(())())","(()(())(()))()","(()(())()(()))","(()(())()()())","(()(())()())()","(()(())())(())","(()(())())()()","(()(()))((()))","(()(()))(()())","(()(()))(())()","(()(()))()(())","(()(()))()()()","(()()(((()))))","(()()((()())))","(()()((())()))","(()()((()))())","(()()((())))()","(()()(()(())))","(()()(()()()))","(()()(()())())","(()()(()()))()","(()()(())(()))","(()()(())()())","(()()(())())()","(()()(()))(())","(()()(()))()()","(()()()((())))","(()()()(()()))","(()()()(())())","(()()()(()))()","(()()()()(()))","(()()()()()())","(()()()()())()","(()()()())(())","(()()()())()()","(()()())((()))","(()()())(()())","(()()())(())()","(()()())()(())","(()()())()()()","(()())(((())))","(()())((()()))","(()())((())())","(()())((()))()","(()())(()(()))","(()())(()()())","(()())(()())()","(()())(())(())","(()())(())()()","(()())()((()))","(()())()(()())","(()())()(())()","(()())()()(())","(()())()()()()","(())((((()))))","(())(((()())))","(())(((())()))","(())(((()))())","(())(((())))()","(())((()(())))","(())((()()()))","(())((()())())","(())((()()))()","(())((())(()))","(())((())()())","(())((())())()","(())((()))(())","(())((()))()()","(())(()((())))","(())(()(()()))","(())(()(())())","(())(()(()))()","(())(()()(()))","(())(()()()())","(())(()()())()","(())(()())(())","(())(()())()()","(())(())((()))","(())(())(()())","(())(())(())()","(())(())()(())","(())(())()()()","(())()(((())))","(())()((()()))","(())()((())())","(())()((()))()","(())()(()(()))","(())()(()()())","(())()(()())()","(())()(())(())","(())()(())()()","(())()()((()))","(())()()(()())","(())()()(())()","(())()()()(())","(())()()()()()","()(((((())))))","()((((()()))))","()((((())())))","()((((()))()))","()((((())))())","()((((()))))()","()(((()(()))))","()(((()()())))","()(((()())()))","()(((()()))())","()(((()())))()","()(((())(())))","()(((())()()))","()(((())())())","()(((())()))()","()(((()))(()))","()(((()))()())","()(((()))())()","()(((())))(())","()(((())))()()","()((()((()))))","()((()(()())))","()((()(())()))","()((()(()))())","()((()(())))()","()((()()(())))","()((()()()()))","()((()()())())","()((()()()))()","()((()())(()))","()((()())()())","()((()())())()","()((()()))(())","()((()()))()()","()((())((())))","()((())(()()))","()((())(())())","()((())(()))()","()((())()(()))","()((())()()())","()((())()())()","()((())())(())","()((())())()()","()((()))((()))","()((()))(()())","()((()))(())()","()((()))()(())","()((()))()()()","()(()(((()))))","()(()((()())))","()(()((())()))","()(()((()))())","()(()((())))()","()(()(()(())))","()(()(()()()))","()(()(()())())","()(()(()()))()","()(()(())(()))","()(()(())()())","()(()(())())()","()(()(()))(())","()(()(()))()()","()(()()((())))","()(()()(()()))","()(()()(())())","()(()()(()))()","()(()()()(()))","()(()()()()())","()(()()()())()","()(()()())(())","()(()()())()()","()(()())((()))","()(()())(()())","()(()())(())()","()(()())()(())","()(()())()()()","()(())(((())))","()(())((()()))","()(())((())())","()(())((()))()","()(())(()(()))","()(())(()()())","()(())(()())()","()(())(())(())","()(())(())()()","()(())()((()))","()(())()(()())","()(())()(())()","()(())()()(())","()(())()()()()","()()((((()))))","()()(((()())))","()()(((())()))","()()(((()))())","()()(((())))()","()()((()(())))","()()((()()()))","()()((()())())","()()((()()))()","()()((())(()))","()()((())()())","()()((())())()","()()((()))(())","()()((()))()()","()()(()((())))","()()(()(()()))","()()(()(())())","()()(()(()))()","()()(()()(()))","()()(()()()())","()()(()()())()","()()(()())(())","()()(()())()()","()()(())((()))","()()(())(()())","()()(())(())()","()()(())()(())","()()(())()()()","()()()(((())))","()()()((()()))","()()()((())())","()()()((()))()","()()()(()(()))","()()()(()()())","()()()(()())()","()()()(())(())","()()()(())()()","()()()()((()))","()()()()(()())","()()()()(())()","()()()()()(())","()()()()()()()"};
            case 8:
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};

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