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Divisible and Non-divisible Sums Difference
Compute the difference between sums of integers divisible and non-divisible by m using a direct arithmetic approach efficiently.
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Easy · Math-driven solution strategy
Answer-first summary
Compute the difference between sums of integers divisible and non-divisible by m using a direct arithmetic approach efficiently.
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Start by summing all integers from 1 to n using the arithmetic progression formula. Then separately sum integers divisible by m. Finally, subtract the divisible sum from the non-divisible sum to produce the result. This ensures an O(1) solution using direct calculation without iteration.
Problem Statement
Given two positive integers n and m, calculate two sums: one for integers in the range 1 to n that are divisible by m, and another for integers that are not divisible by m.
Return the difference between the sum of non-divisible integers and the sum of divisible integers. Ensure your solution handles the full range efficiently using math-driven reasoning without explicit loops.
Examples
Example 1
Input: n = 10, m = 3
Output: 19
In the given example:
- Integers in the range [1, 10] that are not divisible by 3 are [1,2,4,5,7,8,10], num1 is the sum of those integers = 37.
- Integers in the range [1, 10] that are divisible by 3 are [3,6,9], num2 is the sum of those integers = 18. We return 37 - 18 = 19 as the answer.
Example 2
Input: n = 5, m = 6
Output: 15
In the given example:
- Integers in the range [1, 5] that are not divisible by 6 are [1,2,3,4,5], num1 is the sum of those integers = 15.
- Integers in the range [1, 5] that are divisible by 6 are [], num2 is the sum of those integers = 0. We return 15 - 0 = 15 as the answer.
Example 3
Input: n = 5, m = 1
Output: -15
In the given example:
- Integers in the range [1, 5] that are not divisible by 1 are [], num1 is the sum of those integers = 0.
- Integers in the range [1, 5] that are divisible by 1 are [1,2,3,4,5], num2 is the sum of those integers = 15. We return 0 - 15 = -15 as the answer.
Constraints
- 1 <= n, m <= 1000
Solution Approach
Sum All Integers Using Formula
Compute the total sum of integers from 1 to n using the formula n * (n + 1) / 2. This captures all integers efficiently in O(1) time.
Sum Divisible Integers
Find the largest multiple of m within n. Compute the sum of divisible integers using m * k * (k + 1) / 2 where k is the count of multiples, leveraging arithmetic progression.
Subtract Divisible from Total
Calculate the sum of non-divisible integers by subtracting the divisible sum from the total sum, then return this difference as the final result.
Complexity Analysis
| Metric | Value |
|---|---|
| Time | O(1) |
| Space | O(1) |
Time complexity is O(1) because all sums are computed using closed formulas. Space complexity is O(1) as only a few integer variables are needed.
What Interviewers Usually Probe
- Ask candidate to derive sums without iteration, hinting at arithmetic progression usage.
- Check if the candidate correctly identifies divisible and non-divisible sets and computes sums separately.
- Watch for off-by-one mistakes when calculating the number of multiples of m.
Common Pitfalls or Variants
Common pitfalls
- Forgetting to include n when computing sums can cause off-by-one errors.
- Using loops instead of formulas reduces efficiency and fails the O(1) expectation.
- Confusing sum of divisible and non-divisible integers, leading to incorrect subtraction order.
Follow-up variants
- Compute the difference for a list of multiple m values simultaneously.
- Return the ratio instead of difference between divisible and non-divisible sums.
- Handle large n and m using modular arithmetic to avoid overflow.
FAQ
What formula should I use to sum integers from 1 to n?
Use the arithmetic progression formula sum = n * (n + 1) / 2 for all integers from 1 to n.
How do I calculate the sum of integers divisible by m efficiently?
Compute the largest multiple k of m within n, then sum = m * k * (k + 1) / 2 using arithmetic progression.
What if m is greater than n?
If m > n, no integers are divisible by m, so the difference is simply the sum of 1 to n.
Can I solve Divisible and Non-divisible Sums Difference without loops?
Yes, using arithmetic progression formulas allows an O(1) solution without any iteration.
What mistakes do candidates often make with this math-driven solution?
They often miscount multiples of m, use loops unnecessarily, or subtract sums in the wrong order.
Solution
Solution 1: Simulation
We traverse every number in the range $[1, n]$. If it is divisible by $m$, we subtract it from the answer. Otherwise, we add it to the answer.
class Solution:
def differenceOfSums(self, n: int, m: int) -> int:
return sum(i if i % m else -i for i in range(1, n + 1))Continue Topic
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