How can I multiply two integers represented as arrays and return the product in the same format?
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Question Explain
How can I calculate the product of two integers, each represented by an array of digits, and return the result in the same array format? Please provide a detailed explanation and step-by-step solution for solving this problem.
Answer Example
To solve the problem of multiplying two integers represented as arrays and returning the product in the same format, we need to simulate the multiplication process similar to how it is done manually on paper. Here's a detailed step-by-step solution:
Problem Understanding
- Input: Two arrays of digits where each element in the array corresponds to a digit of the integers to be multiplied. For example,
[1, 2, 3]represents the integer123. - Output: An array of digits representing the product of the two input integers.
Solution Approach
To multiply two numbers represented as arrays:
-
Initialization:
- Let
num1andnum2be the arrays representing the numbers. - Initialize a result array
resultwith zeros of a size equal tolen(num1) + len(num2)since the maximum length of the product will be the sum of the lengths of both numbers.
- Let
-
Multiplication:
- Loop through each digit in
num1andnum2in reverse order (starting from the least significant digit). - Multiply each digit in
num1by each innum2and add the result to the corresponding position in theresultarray. Take care of the carry by adding it to the next position.
- Loop through each digit in
-
Handling Carry:
- If a multiplication results in a two-digit number, the tens place is carried over to the next higher position.
-
Removing Leading Zeros:
- After performing all multiplications and additions, the result may contain leading zeros. These should be removed unless the result is zero (in which case, it should be
[0]).
- After performing all multiplications and additions, the result may contain leading zeros. These should be removed unless the result is zero (in which case, it should be
Let's see the solution in code:
def multiplyArrays(num1, num2):
# Initialize result array with zeros
m, n = len(num1), len(num2)
result = [0] * (m + n)
# Multiply each digit of num1 with each digit of num2
for i in range(m - 1, -1, -1):
for j in range(n - 1, -1, -1):
mul = num1[i] * num2[j] # Multiply digits
sum = mul + result[i + j + 1] # Add to the current position
# Carry handling
result[i + j + 1] = sum % 10 # Current digit
result[i + j] += sum // 10 # Add carry to the next position
# Remove leading zeros
while len(result) > 1 and result[0] == 0:
result.pop(0)
return result
# Example Usage
num1 = [1, 2, 3]
num2 = [4, 5, 6]
product = multiplyArrays(num1, num2)
print("Product:", product) # Output: [5, 6, 0, 8, 8] which represents 56088
Explanation:
- The
resultarray's length ism + nto accommodate all possible digits. - We iterate over each pair of digits in reverse to simulate the manual multiplication process.
- Each multiplication updates the
resultarray at the appropriate index accounting for any carry. - We remove leading zeros in the final result for a clean output.
This approach ensures that the product is computed correctly as it models the manual multiplication process precisely.