Problem Description
Given an array nums
of positive integers. Your task is to select some subset of nums
, multiply each element by an integer and add all these numbers. The array is said to be good if you can obtain a sum of 1
from the array by any possible subset and multiplicand.
Return True
if the array is good otherwise return False
.
Key Insights
- The problem can be reduced to determining if the greatest common divisor (GCD) of the array is
1
. - If the GCD of the array is
1
, it implies that there exist integer coefficients that can combine the elements to form any integer, including1
. - The Euclidean algorithm can be used to compute the GCD efficiently.
- The solution must handle large arrays and large integer values efficiently due to constraints.
Space and Time Complexity
Time Complexity: O(n) - where n is the number of elements in nums
, since we compute the GCD in a linear pass.
Space Complexity: O(1) - only a constant amount of space is used.
Solution
To solve the problem, we will compute the GCD of the entire array. If the GCD is 1
, we can form the sum 1
using the integers in the array with appropriate coefficients. We will utilize the Euclidean algorithm to find the GCD of two numbers iteratively for the entire array.