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Partition Equal Subset Sum

Asked at:AmazonGoogle

Given an integer array, determine if you can partition it into two subsets with equal sums.

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Problem

Given an integer array nums, return true if you can partition the array into two subsets such that the sum of the elements in both subsets is equal or false otherwise.

Input

An integer array `nums`.

Output

`true` if the array can be partitioned into two equal-sum subsets, `false` otherwise.

Examples

Input: nums = [1,5,11,5]

Output: true

[1,5,5] and [11]. Both sum to 11.

Input: nums = [1,2,3,5]

Output: false

No way to split into two equal-sum subsets.

The brute-force approach

Generate every subset, check if its sum equals totalSum/2.

total = sum(nums)
if total % 2 != 0: return False
target = total // 2
for mask in range(1 << n):
    if sum(nums[i] for i in range(n) if mask >> i & 1) == target:
        return True
return False

O(2^n) — trying all subsets.

Time: O(2^n)Space: O(n)

Spotting the pattern

This is a Dynamic Programming problem. The key question to ask yourself:

Why do you iterate the dp array from right to left (target down to num) when processing each number?

Answering that is where it clicks, and it's exactly what the guided walkthrough below builds with you: the pattern reasoning, a progressive hint ladder that never spoils the answer, a row-by-row dry run, the optimized solution, and an in-browser editor to run your code against real test cases.

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“This app finally made it click. I tried NeetCode, CTCI, and YouTube for years and still couldn't solve Two Sum. The beginner mental models for the patterns are genuinely so helpful. THANK YOU.

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