Different Ways To Add Parentheses
To solve this coding challenge, we need to develop an approach that evaluates all possible ways we can add parentheses to an expression involving numbers and operators (
,
,
). For each valid way to group the numbers and operators, we should compute the value of the resulting expression and return all the possible values. Here's how we can achieve that:
,
,
, there are multiple ways to add parentheses which changes the order of operations and hence the final result of the expression. We need to explore all possible parenthesizations of the expression, compute their values, and return all such possible values.
+
-
*
Explanation
Problem Analysis:
Given an expression with numbers and the operators+
-
*
Recursive Approach:
The problem can be approached using recursion and the divide-and-conquer strategy:- Base Case : If the input expression contains only a number, return its integer value as the only possible result.
- Recursive Case :
- Iterate through the expression.
-
Whenever an operator (
+
-
*
- Divide the expression into two parts: left and right around this operator.
- Recursively compute all possible results for the left and right parts.
- Combine the results of the left and right parts based on the current operator and store these combined results.
- Merge all combined results from the current division point and move to the next operator in the expression. This recursion ensures that we evaluate all possible ways to add parentheses and group the sub-expressions.
- Initial Setup :
-
Create a function
diffWaysToCompute
- If the expression consists only of digits, convert it to an integer and return as the only result.
- Dividing the expression :
-
For each character in the expression, check if it is an operator (
+
-
*
- If yes, split the expression into left and right sub-expressions around this operator.
- Recursive Calls :
-
Recursively call
diffWaysToCompute
- This breaks down the problem into smaller subproblems.
- Combining Results :
-
Use a helper function
compute
- Depending on the operator, compute the result for each pair of left and right results and store these results.
- Return Results :
- After processing all operators in the expression, return the collected results.
Step-by-Step Explanation
Detailed Steps in Pseudocode
Base Case and Initial Setup
FUNCTION diffWaysToCompute(expression):
IF expression is a digit:
RETURN [integer value of expression]
END IF
Recursive Case: Iterate over the expression and check for operators
results = []
FOR i FROM 0 TO length of expression - 1:
IF expression[i] is '+', '-', or '*':
left_results = diffWaysToCompute(expression from start to i-1)
right_results = diffWaysToCompute(expression from i+1 to end)
# Compute results for current split
combined_results = compute(left_results, right_results, expression[i])
results.extend(combined_results)
END IF
END FOR
RETURN results
END FUNCTION
Compute function to handle combinations based on operator
FUNCTION compute(left_list, right_list, operator):
combined_results = []
FOR each left_value in left_list:
FOR each right_value in right_list:
IF operator is '+':
combined_results.append(left_value + right_value)
ELSE IF operator is '-':
combined_results.append(left_value - right_value)
ELSE IF operator is '*':
combined_results.append(left_value * right_value)
END IF
END FOR
END FOR
RETURN combined_results
END FUNCTION
This pseudocode provides a structured approach to solve the given problem by exploring all possible ways to parenthesize the expression and computing the respective outcomes for each. This ensures that every valid expression result is considered and returned.