150. Evaluate Reverse Polish Notation

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Created At : 2023-10-28 15:14

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Evaluate the value of an arithmetic expression in Reverse Polish Notation.

Valid operators are +, -, *, /. Each operand may be an integer or another expression.

Note:

Division between two integers should truncate toward zero.
The given RPN expression is always valid. That means the expression would always evaluate to a result and there won’t be any divide by zero operation.

Example 1:

Input: ["2", "1", "+", "3", "*"]
Output: 9
Explanation: ((2 + 1) * 3) = 9

Example 2:

Input: ["4", "13", "5", "/", "+"]
Output: 6
Explanation: (4 + (13 / 5)) = 6

Example 3:

Input: ["10", "6", "9", "3", "+", "-11", "*", "/", "*", "17", "+", "5", "+"]
Output: 22
Explanation: 
  ((10 * (6 / ((9 + 3) * -11))) + 17) + 5
= ((10 * (6 / (12 * -11))) + 17) + 5
= ((10 * (6 / -132)) + 17) + 5
= ((10 * 0) + 17) + 5
= (0 + 17) + 5
= 17 + 5
= 22

逆波兰表达式就是把操作数放前面，把操作符后置的一种写法，我们通过观察可以发现，第一个出现的运算符，其前面必有两个数字，当这个运算符和之前两个数字完成运算后从原数组中删去，把得到一个新的数字插入到原来的位置，继续做相同运算，直至整个数组变为一个数字。于是按这种思路写了代码如下，但是拿到OJ上测试，发现会有Time Limit Exceeded的错误，无奈只好上网搜答案，发现大家都是用栈做的。仔细想想，这道题果然应该是栈的完美应用啊，从前往后遍历数组，遇到数字则压入栈中，遇到符号，则把栈顶的两个数字拿出来运算，把结果再压入栈中，直到遍历完整个数组，栈顶数字即为最终答案。代码如下:

解法一：

class Solution {
public:
    int evalRPN(vector<string>& tokens) {
        if (tokens.size() == 1) return stoi(tokens[0]);
        stack<int> st;
        for (int i = 0; i < tokens.size(); ++i) {
            if (tokens[i] != "+" && tokens[i] != "-" && tokens[i] != "*" && tokens[i] != "/") {
                st.push(stoi(tokens[i]));
            } else {
                int num1 = st.top(); st.pop();
                int num2 = st.top(); st.pop();
                if (tokens[i] == "+") st.push(num2 + num1);
                if (tokens[i] == "-") st.push(num2 - num1);
                if (tokens[i] == "*") st.push(num2 * num1);
                if (tokens[i] == "/") st.push(num2 / num1);
            }
        }
        return st.top();
    }
};

我们也可以用递归来做，由于一个有效的逆波兰表达式的末尾必定是操作符，所以我们可以从末尾开始处理，如果遇到操作符，向前两个位置调用递归函数，找出前面两个数字，然后进行操作将结果返回，如果遇到的是数字直接返回即可，参见代码如下：

解法二：

class Solution {
public:
    int evalRPN(vector<string>& tokens) {
        int op = (int)tokens.size() - 1;
        return helper(tokens, op);
    }
    int helper(vector<string>& tokens, int& op) {
        string str = tokens[op];
        if (str != "+" && str != "-" && str != "*" && str != "/") return stoi(str);
        int num1 = helper(tokens, --op);
        int num2 = helper(tokens, --op);
        if (str == "+") return num2 + num1;
        if (str == "-") return num2 - num1;
        if (str == "*") return num2 * num1;
        return num2 / num1;
    }
};

类似题目：

Basic Calculator

Expression Add Operators

参考资料：

https://leetcode.com/problemset/algorithms/

https://leetcode.com/problems/evaluate-reverse-polish-notation/discuss/47642/a-recursive-solution-in-cpp

https://leetcode.com/problems/evaluate-reverse-polish-notation/discuss/47544/Challenge-me-neat-C%2B%2B-solution-could-be-simpler

LeetCode All in One 题目讲解汇总(持续更新中…)

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