Target Sum

Problem

You are given an integer array nums and an integer target.

You want to build an expression out of nums by adding one of the symbols ’+’ and ’-’ before each integer in nums and then concatenate all the integers.

  • For example, if nums = [2, 1], you can add a ’+’ before 2 and a ’-’ before 1 and concatenate them to build the expression “+2-1”.

Return the number of different expressions that you can build, which evaluates to target.

Example 1:

Input: nums = [1,1,1,1,1], target = 3
Output: 5
Explanation: There are 5 ways to assign symbols to make the sum of nums be target 3.
-1 + 1 + 1 + 1 + 1 = 3
+1 - 1 + 1 + 1 + 1 = 3
+1 + 1 - 1 + 1 + 1 = 3
+1 + 1 + 1 - 1 + 1 = 3
+1 + 1 + 1 + 1 - 1 = 3

Example 2:

Input: nums = [1], target = 1
Output: 1

Constraints:

  • 1 <= nums.length <= 20
  • 0 <= nums[i] <= 1000
  • 0 <= sum(nums[i]) <= 1000
  • -1000 <= target <= 1000

Solution

There are better solutions using dynamic programming.

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

class Solution {
    public int findTargetSumWays(int[] nums, int target) {
        return findTargetSumWays(nums, 0, 0, target);
    }

    public int findTargetSumWays(int[] nums, int i, int curr, int target) {
        // base case
        if (i == nums.length) {
            if (curr == target) {
                return 1;
            }
            return 0;
        }

        return findTargetSumWays(nums, i + 1, curr + nums[i], target)
          + findTargetSumWays(nums, i + 1, curr - nums[i], target);
    }
}

Recent posts from blogs that I like

Paintings of Saint-Tropez: Colour, boats and bathers 2

Paintings by Paul Signac, Maximilien Luce, and Pierre Bonnard showing fishing boats, trees and bathers near this smalll fishing village on the Mediterranean coast.

via The Eclectic Light Company

Run LLMs on macOS using llm-mlx and Apple's MLX framework

via Simon Willison

How to add a directory to your PATH

I was talking to a friend about how to add a directory to your PATH today. It’s something that feels “obvious” to me since I’ve been using the terminal for a long time, but when I searched for instructions for how to do it, I actually couldn’t find something that explained all of the steps – a lot o...

via Julia Evans