📜  表达评估

📅  最后修改于: 2021-04-23 16:32:01             🧑  作者: Mango

评估由字符串表示的表达式。该表达式可以包含括号,您可以假定括号是完全匹配的。为简单起见,您可以假定仅允许使用二进制运算符+,-,*和/。算术表达式可以用以下三种形式之一编写:
前缀表示法:运算符写在要对其进行操作的操作数之间,例如3 + 4。
前缀符号:运算符写在操作数之前,例如+ 3 4
后缀符号:运算符写在操作数之后。
由于要确定优先级还需要进行其他工作,因此计算机难以评估中缀表达式。前缀表示法是人类如何书写和识别表达式以及通常输入到程序的方式。鉴于难以评估,通常将其转换为其余两种形式之一。众所周知,将中缀符号转换为后缀符号的算法是Edgar Dijkstra的Shunting Yard Algorithm。该算法将一个中缀表达式作为输入,并生成一个队列,该队列将该表达式转换为后缀表示法。可以修改相同的算法,以便输出表达式求值的结果而不是队列。诀窍是使用两个堆栈而不是一个堆栈,一个用于操作数,一个用于运算符。该算法在http://www.cis.upenn.edu/matuszek/cit594-2002/Assignments/5-expressions.htm上进行了简要描述,并在此处复制。 (请注意,简洁是该页面的作者)

1. While there are still tokens to be read in,
   1.1 Get the next token.
   1.2 If the token is:
       1.2.1 A number: push it onto the value stack.
       1.2.2 A variable: get its value, and push onto the value stack.
       1.2.3 A left parenthesis: push it onto the operator stack.
       1.2.4 A right parenthesis:
         1 While the thing on top of the operator stack is not a 
           left parenthesis,
             1 Pop the operator from the operator stack.
             2 Pop the value stack twice, getting two operands.
             3 Apply the operator to the operands, in the correct order.
             4 Push the result onto the value stack.
         2 Pop the left parenthesis from the operator stack, and discard it.
       1.2.5 An operator (call it thisOp):
         1 While the operator stack is not empty, and the top thing on the
           operator stack has the same or greater precedence as thisOp,
           1 Pop the operator from the operator stack.
           2 Pop the value stack twice, getting two operands.
           3 Apply the operator to the operands, in the correct order.
           4 Push the result onto the value stack.
         2 Push thisOp onto the operator stack.
2. While the operator stack is not empty,
    1 Pop the operator from the operator stack.
    2 Pop the value stack twice, getting two operands.
    3 Apply the operator to the operands, in the correct order.
    4 Push the result onto the value stack.
3. At this point the operator stack should be empty, and the value
   stack should have only one value in it, which is the final result.

应该清楚的是,该算法在线性时间内运行-每个数字或运算符仅被压入堆栈或从堆栈弹出。另请参见http://www2.lawrence.edu/fast/GREGGJ/CMSC270/Infix.html,
http://faculty.cs.niu.edu/~hutchins/csci241/eval.htm。
以下是上述算法的实现:

C++
// CPP program to evaluate a given
// expression where tokens are
// separated by space.
#include 
using namespace std;
 
// Function to find precedence of
// operators.
int precedence(char op){
    if(op == '+'||op == '-')
    return 1;
    if(op == '*'||op == '/')
    return 2;
    return 0;
}
 
// Function to perform arithmetic operations.
int applyOp(int a, int b, char op){
    switch(op){
        case '+': return a + b;
        case '-': return a - b;
        case '*': return a * b;
        case '/': return a / b;
    }
}
 
// Function that returns value of
// expression after evaluation.
int evaluate(string tokens){
    int i;
     
    // stack to store integer values.
    stack  values;
     
    // stack to store operators.
    stack  ops;
     
    for(i = 0; i < tokens.length(); i++){
         
        // Current token is a whitespace,
        // skip it.
        if(tokens[i] == ' ')
            continue;
         
        // Current token is an opening
        // brace, push it to 'ops'
        else if(tokens[i] == '('){
            ops.push(tokens[i]);
        }
         
        // Current token is a number, push
        // it to stack for numbers.
        else if(isdigit(tokens[i])){
            int val = 0;
             
            // There may be more than one
            // digits in number.
            while(i < tokens.length() &&
                        isdigit(tokens[i]))
            {
                val = (val*10) + (tokens[i]-'0');
                i++;
            }
             
            values.push(val);
             
            // right now the i points to
            // the character next to the digit,
            // since the for loop also increases
            // the i, we would skip one
            //  token position; we need to
            // decrease the value of i by 1 to
            // correct the offset.
              i--;
        }
         
        // Closing brace encountered, solve
        // entire brace.
        else if(tokens[i] == ')')
        {
            while(!ops.empty() && ops.top() != '(')
            {
                int val2 = values.top();
                values.pop();
                 
                int val1 = values.top();
                values.pop();
                 
                char op = ops.top();
                ops.pop();
                 
                values.push(applyOp(val1, val2, op));
            }
             
            // pop opening brace.
            if(!ops.empty())
               ops.pop();
        }
         
        // Current token is an operator.
        else
        {
            // While top of 'ops' has same or greater
            // precedence to current token, which
            // is an operator. Apply operator on top
            // of 'ops' to top two elements in values stack.
            while(!ops.empty() && precedence(ops.top())
                                >= precedence(tokens[i])){
                int val2 = values.top();
                values.pop();
                 
                int val1 = values.top();
                values.pop();
                 
                char op = ops.top();
                ops.pop();
                 
                values.push(applyOp(val1, val2, op));
            }
             
            // Push current token to 'ops'.
            ops.push(tokens[i]);
        }
    }
     
    // Entire expression has been parsed at this
    // point, apply remaining ops to remaining
    // values.
    while(!ops.empty()){
        int val2 = values.top();
        values.pop();
                 
        int val1 = values.top();
        values.pop();
                 
        char op = ops.top();
        ops.pop();
                 
        values.push(applyOp(val1, val2, op));
    }
     
    // Top of 'values' contains result, return it.
    return values.top();
}
 
int main() {
    cout << evaluate("10 + 2 * 6") << "\n";
    cout << evaluate("100 * 2 + 12") << "\n";
    cout << evaluate("100 * ( 2 + 12 )") << "\n";
    cout << evaluate("100 * ( 2 + 12 ) / 14");
    return 0;
}
 
// This code is contributed by Nikhil jindal.


Java
/* A Java program to evaluate a
   given expression where tokens
   are separated by space.
*/
import java.util.Stack;
 
public class EvaluateString
{
    public static int evaluate(String expression)
    {
        char[] tokens = expression.toCharArray();
 
         // Stack for numbers: 'values'
        Stack values = new
                              Stack();
 
        // Stack for Operators: 'ops'
        Stack ops = new
                              Stack();
 
        for (int i = 0; i < tokens.length; i++)
        {
             
            // Current token is a
            // whitespace, skip it
            if (tokens[i] == ' ')
                continue;
 
            // Current token is a number,
            // push it to stack for numbers
            if (tokens[i] >= '0' &&
                 tokens[i] <= '9')
            {
                StringBuffer sbuf = new
                            StringBuffer();
                 
                // There may be more than one
                // digits in number
                while (i < tokens.length &&
                        tokens[i] >= '0' &&
                          tokens[i] <= '9')
                    sbuf.append(tokens[i++]);
                values.push(Integer.parseInt(sbuf.
                                      toString()));
               
                // right now the i points to
                // the character next to the digit,
                // since the for loop also increases
                // the i, we would skip one
                //  token position; we need to
                // decrease the value of i by 1 to
                // correct the offset.
                  i--;
            }
 
            // Current token is an opening brace,
            // push it to 'ops'
            else if (tokens[i] == '(')
                ops.push(tokens[i]);
 
            // Closing brace encountered,
            // solve entire brace
            else if (tokens[i] == ')')
            {
                while (ops.peek() != '(')
                  values.push(applyOp(ops.pop(),
                                   values.pop(),
                                 values.pop()));
                ops.pop();
            }
 
            // Current token is an operator.
            else if (tokens[i] == '+' ||
                     tokens[i] == '-' ||
                     tokens[i] == '*' ||
                        tokens[i] == '/')
            {
                // While top of 'ops' has same
                // or greater precedence to current
                // token, which is an operator.
                // Apply operator on top of 'ops'
                // to top two elements in values stack
                while (!ops.empty() &&
                       hasPrecedence(tokens[i],
                                    ops.peek()))
                  values.push(applyOp(ops.pop(),
                                   values.pop(),
                                 values.pop()));
 
                // Push current token to 'ops'.
                ops.push(tokens[i]);
            }
        }
 
        // Entire expression has been
        // parsed at this point, apply remaining
        // ops to remaining values
        while (!ops.empty())
            values.push(applyOp(ops.pop(),
                             values.pop(),
                           values.pop()));
 
        // Top of 'values' contains
        // result, return it
        return values.pop();
    }
 
    // Returns true if 'op2' has higher
    // or same precedence as 'op1',
    // otherwise returns false.
    public static boolean hasPrecedence(
                           char op1, char op2)
    {
        if (op2 == '(' || op2 == ')')
            return false;
        if ((op1 == '*' || op1 == '/') &&
            (op2 == '+' || op2 == '-'))
            return false;
        else
            return true;
    }
 
    // A utility method to apply an
    // operator 'op' on operands 'a'
    // and 'b'. Return the result.
    public static int applyOp(char op,
                           int b, int a)
    {
        switch (op)
        {
        case '+':
            return a + b;
        case '-':
            return a - b;
        case '*':
            return a * b;
        case '/':
            if (b == 0)
                throw new
                UnsupportedOperationException(
                      "Cannot divide by zero");
            return a / b;
        }
        return 0;
    }
 
    // Driver method to test above methods
    public static void main(String[] args)
    {
        System.out.println(EvaluateString.
                        evaluate("10 + 2 * 6"));
        System.out.println(EvaluateString.
                      evaluate("100 * 2 + 12"));
        System.out.println(EvaluateString.
                   evaluate("100 * ( 2 + 12 )"));
        System.out.println(EvaluateString.
             evaluate("100 * ( 2 + 12 ) / 14"));
    }
}


Python3
# Python3 program to evaluate a given
# expression where tokens are
# separated by space.
 
# Function to find precedence
# of operators.
def precedence(op):
     
    if op == '+' or op == '-':
        return 1
    if op == '*' or op == '/':
        return 2
    return 0
 
# Function to perform arithmetic
# operations.
def applyOp(a, b, op):
     
    if op == '+': return a + b
    if op == '-': return a - b
    if op == '*': return a * b
    if op == '/': return a // b
 
# Function that returns value of
# expression after evaluation.
def evaluate(tokens):
     
    # stack to store integer values.
    values = []
     
    # stack to store operators.
    ops = []
    i = 0
     
    while i < len(tokens):
         
        # Current token is a whitespace,
        # skip it.
        if tokens[i] == ' ':
            i += 1
            continue
         
        # Current token is an opening
        # brace, push it to 'ops'
        elif tokens[i] == '(':
            ops.append(tokens[i])
         
        # Current token is a number, push
        # it to stack for numbers.
        elif tokens[i].isdigit():
            val = 0
             
            # There may be more than one
            # digits in the number.
            while (i < len(tokens) and
                tokens[i].isdigit()):
             
                val = (val * 10) + int(tokens[i])
                i += 1
             
            values.append(val)
             
            # right now the i points to
            # the character next to the digit,
            # since the for loop also increases
            # the i, we would skip one
            #  token position; we need to
            # decrease the value of i by 1 to
            # correct the offset.
              i-=1
         
        # Closing brace encountered,
        # solve entire brace.
        elif tokens[i] == ')':
         
            while len(ops) != 0 and ops[-1] != '(':
             
                val2 = values.pop()
                val1 = values.pop()
                op = ops.pop()
                 
                values.append(applyOp(val1, val2, op))
             
            # pop opening brace.
            ops.pop()
         
        # Current token is an operator.
        else:
         
            # While top of 'ops' has same or
            # greater precedence to current
            # token, which is an operator.
            # Apply operator on top of 'ops'
            # to top two elements in values stack.
            while (len(ops) != 0 and
                precedence(ops[-1]) >=
                   precedence(tokens[i])):
                         
                val2 = values.pop()
                val1 = values.pop()
                op = ops.pop()
                 
                values.append(applyOp(val1, val2, op))
             
            # Push current token to 'ops'.
            ops.append(tokens[i])
         
        i += 1
     
    # Entire expression has been parsed
    # at this point, apply remaining ops
    # to remaining values.
    while len(ops) != 0:
         
        val2 = values.pop()
        val1 = values.pop()
        op = ops.pop()
                 
        values.append(applyOp(val1, val2, op))
     
    # Top of 'values' contains result,
    # return it.
    return values[-1]
 
# Driver Code
if __name__ == "__main__":
     
    print(evaluate("10 + 2 * 6"))
    print(evaluate("100 * 2 + 12"))
    print(evaluate("100 * ( 2 + 12 )"))
    print(evaluate("100 * ( 2 + 12 ) / 14"))
 
# This code is contributed
# by Rituraj Jain


C#
/* A C# program to evaluate a given
   expression where tokens
   are separated by space.
*/
using System;
using System.Collections.Generic;
using System.Text;
 
public class EvaluateString
{
    public static int evaluate(string expression)
    {
        char[] tokens = expression.ToCharArray();
 
         // Stack for numbers: 'values'
        Stack values = new Stack();
 
        // Stack for Operators: 'ops'
        Stack ops = new Stack();
 
        for (int i = 0; i < tokens.Length; i++)
        {
             // Current token is a whitespace, skip it
            if (tokens[i] == ' ')
            {
                continue;
            }
 
            // Current token is a number,
            // push it to stack for numbers
            if (tokens[i] >= '0' && tokens[i] <= '9')
            {
                StringBuilder sbuf = new StringBuilder();
                 
                // There may be more than
                // one digits in number
                while (i < tokens.Length &&
                        tokens[i] >= '0' &&
                            tokens[i] <= '9')
                {
                    sbuf.Append(tokens[i++]);
                }
                values.Push(int.Parse(sbuf.ToString()));
               
                // Right now the i points to
                // the character next to the digit,
                // since the for loop also increases
                // the i, we would skip one
                //  token position; we need to
                // decrease the value of i by 1 to
                // correct the offset.
                  i--;
            }
 
            // Current token is an opening
            // brace, push it to 'ops'
            else if (tokens[i] == '(')
            {
                ops.Push(tokens[i]);
            }
 
            // Closing brace encountered,
            // solve entire brace
            else if (tokens[i] == ')')
            {
                while (ops.Peek() != '(')
                {
                  values.Push(applyOp(ops.Pop(),
                                   values.Pop(),
                                  values.Pop()));
                }
                ops.Pop();
            }
 
            // Current token is an operator.
            else if (tokens[i] == '+' ||
                     tokens[i] == '-' ||
                     tokens[i] == '*' ||
                     tokens[i] == '/')
            {
                 
                // While top of 'ops' has same
                // or greater precedence to current
                // token, which is an operator.
                // Apply operator on top of 'ops'
                // to top two elements in values stack
                while (ops.Count > 0 &&
                         hasPrecedence(tokens[i],
                                     ops.Peek()))
                {
                  values.Push(applyOp(ops.Pop(),
                                   values.Pop(),
                                 values.Pop()));
                }
 
                // Push current token to 'ops'.
                ops.Push(tokens[i]);
            }
        }
 
        // Entire expression has been
        // parsed at this point, apply remaining
        // ops to remaining values
        while (ops.Count > 0)
        {
            values.Push(applyOp(ops.Pop(),
                             values.Pop(),
                            values.Pop()));
        }
 
        // Top of 'values' contains
        // result, return it
        return values.Pop();
    }
 
    // Returns true if 'op2' has
    // higher or same precedence as 'op1',
    // otherwise returns false.
    public static bool hasPrecedence(char op1,
                                     char op2)
    {
        if (op2 == '(' || op2 == ')')
        {
            return false;
        }
        if ((op1 == '*' || op1 == '/') &&
               (op2 == '+' || op2 == '-'))
        {
            return false;
        }
        else
        {
            return true;
        }
    }
 
    // A utility method to apply an
    // operator 'op' on operands 'a' 
    // and 'b'. Return the result.
    public static int applyOp(char op,
                            int b, int a)
    {
        switch (op)
        {
        case '+':
            return a + b;
        case '-':
            return a - b;
        case '*':
            return a * b;
        case '/':
            if (b == 0)
            {
                throw new
                System.NotSupportedException(
                       "Cannot divide by zero");
            }
            return a / b;
        }
        return 0;
    }
 
    // Driver method to test above methods
    public static void Main(string[] args)
    {
        Console.WriteLine(EvaluateString.
                     evaluate("10 + 2 * 6"));
        Console.WriteLine(EvaluateString.
                     evaluate("100 * 2 + 12"));
        Console.WriteLine(EvaluateString.
                   evaluate("100 * ( 2 + 12 )"));
        Console.WriteLine(EvaluateString.
               evaluate("100 * ( 2 + 12 ) / 14"));
    }
}
 
// This code is contributed by Shrikant13


输出:

22
212
1400
100