Several Algorithms to Compute the Score of Parentheses
- 时间:2020-09-24 11:54:15
- 分类:网络文摘
- 阅读:87 次
Given a balanced parentheses string S, compute the score of the string based on the following rule:
- () has score 1
- AB has score A + B, where A and B are balanced parentheses strings.
- (A) has score 2 * A, where A is a balanced parentheses string.
Example 1:
Input: “()”
Output: 1Example 2:
Input: “(())”
Output: 2Example 3:
Input: “()()”
Output: 2Example 4:
Input: “(()(()))”
Output: 6Note:
- S is a balanced parentheses string, containing only ( and ).
- 2 <= S.length <= 50
Divide and Conquer via Recursion
This problem is inherent a divide-and-conquer problem that can be solved recursively. The intuitive solution would be to parse the Parentheses string into form of AB or (A). The special case is that when string is () the score is 1, and when string is empty, the score is obviously zero.
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 | class Solution { public: int scoreOfParentheses(string S) { if (S == "") return 0; if (S == "()") return 1; int n = S.size(); int i = 0, k = 0; while (i < n) { if (S[i] == '(') { k ++; } else { k --; } // the rightmost matching closed Parentheses if (k == 0) { break; } i ++; } // get A where A is in (A) string ls = S.substr(1, i - 1); // deal with special case (), otherwise recursively compute the score of A int left = (ls == "") ? 1 : (2 * scoreOfParentheses(ls)); // the right substring B, can be computed recursively. int right = (i + 1 < n) ? scoreOfParentheses(S.substr(i + 1)) : 0; // A+B return left + right; } }; |
class Solution { public: int scoreOfParentheses(string S) { if (S == "") return 0; if (S == "()") return 1; int n = S.size(); int i = 0, k = 0; while (i < n) { if (S[i] == '(') { k ++; } else { k --; } // the rightmost matching closed Parentheses if (k == 0) { break; } i ++; } // get A where A is in (A) string ls = S.substr(1, i - 1); // deal with special case (), otherwise recursively compute the score of A int left = (ls == "") ? 1 : (2 * scoreOfParentheses(ls)); // the right substring B, can be computed recursively. int right = (i + 1 < n) ? scoreOfParentheses(S.substr(i + 1)) : 0; // A+B return left + right; } };
The algorithm complexity is O(N^2) where N is the size of the input Parentheses string because in worse cases, the Parentheses can be “(((…)))” so each iteration, it will need to scan the entire string and this falls to the recursively call of (A).
The space complexity is O(N) because we are using the recursion which implies the stack calls.
The following C++ has the same algorithm but is implemented slightly differently without using the substring (string manipulation can be quite costly in C++). Rather, a helper function score takes an addition two paramters of the index range.
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 | class Solution { public: int scoreOfParentheses(string S) { return score(S, 0, S.size()); } private: int score(string S, int i, int j) { int ans = 0, bal = 0; for (int k = i; k < j; ++ k) { bal += (S[k] == '(') ? 1 : - 1; if (bal == 0) { if (k - i == 1) { // special case () = 1 ans ++; } else { // otherwise (A) = 2 * A ans += 2 * score(S, i + 1, k); } // move cursor to the end of A i = k + 1; } } return ans; } }; |
class Solution { public: int scoreOfParentheses(string S) { return score(S, 0, S.size()); } private: int score(string S, int i, int j) { int ans = 0, bal = 0; for (int k = i; k < j; ++ k) { bal += (S[k] == '(') ? 1 : - 1; if (bal == 0) { if (k - i == 1) { // special case () = 1 ans ++; } else { // otherwise (A) = 2 * A ans += 2 * score(S, i + 1, k); } // move cursor to the end of A i = k + 1; } } return ans; } };
Counting the Cores (Mathematics Algorithm) to Compute the Parentheses Score
We can record the number of left (opening) Parentheses i.e. bal, and when we meet the right (closed) Parentheses, if it is the innermost Parentheses, we increment the answer by 2^(bal-1). For example, ((()))() = 2^2 + 2^0 = 5
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 | class Solution { public: int scoreOfParentheses(string S) { int ans = 0; int bal = 0; char prev = ' '; for (const auto &n: S) { if (n == '(') { bal ++; } else { bal --; if (prev == '(') { ans += 1 << bal; } } prev = n; } return ans; } }; |
class Solution { public: int scoreOfParentheses(string S) { int ans = 0; int bal = 0; char prev = ' '; for (const auto &n: S) { if (n == '(') { bal ++; } else { bal --; if (prev == '(') { ans += 1 << bal; } } prev = n; } return ans; } };
Simple, elegant and most effective solution. This takes O(N) time and constant space.
Parentheses Score Algorithm via Stack
Another solution is to use the stack. At the begining, we push the score 0 to the stack. And everytime we meet a opening Parentheses, we push a zero to the stack, when we meet closing Parentheses, we pop two numbers from the stack, and we compute the current score and push the result back to the stack. The special case has to be dealt with for the case of () which has score of 1.
For example, for (())(), we have:
- initial stack [0]
- stack [0, 0, 0] when we meet two opening Parentheses.
- stack [0, 1] when we meet first “)”, pop two zeros and push the updated score.
- stack [2] when we meet second “)”, the updated score is 0 + 2 * 1
- stack [2, 0] when we have the last “(“
- stack [3], the last “)” gives us updated score 2 + max(2 * 0, 1) = 3
The space complexity is O(N) and the time complexity is O(N) as well.
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 | class Solution { public: int scoreOfParentheses(string S) { stack<int> st; st.push(0); for (const auto &n: S) { if (n == '(') { st.push(0); } else { int v = st.top(); st.pop(); int w = st.top(); st.pop(); st.push(w + max(2 * v, 1)); } } return st.top(); } }; |
class Solution { public: int scoreOfParentheses(string S) { stack<int> st; st.push(0); for (const auto &n: S) { if (n == '(') { st.push(0); } else { int v = st.top(); st.pop(); int w = st.top(); st.pop(); st.push(w + max(2 * v, 1)); } } return st.top(); } };
–EOF (The Ultimate Computing & Technology Blog) —
推荐阅读:酱油吃多了会导致皮肤变黑吗?别再被忽悠啦! 健康饮食:人们都说吃了“隔夜菜”致癌,这是真的吗? 豆腐味美又养生,做一道家常菜让你胃口大开 女性在特殊时期饮食需要注意,不能吃这些食物 此菜肴脆嫩爽口肉香浓郁且色香味俱全,为冬季百吃不厌的佳肴 枸杞子吃法正确才能更好吸收营养,但人在出现状况时最好别吃它 土豆是一种非常普通的蔬菜,但其营养保健价值令人难以置信 大家别忘了喝碗营养丰富的腊八粥,它对女性朋友的好处尤其多 经常吃一点柚子好处多,柚子皮的作用也不少,以后别再浪费啦 牛奶是常见的营养饮品,如果选择不对,既浪费钱还影响健康
- 评论列表
-
- 添加评论