Given a non-negative number n, what is the best approach to find the most compact representation for n in terms of sums of powers, such that the bases and the exponents can't surpass a given value (for instance, $2^{32}$)? $$\sum_{i=1}^{\infty} \alpha_i(\beta_i)^{\gamma_i}$$
The gammas are the exponents and are limited in range (they are non-negative integers and can't surpass $2^{32}$). The betas are the base and are limited in range (they are positive integers and can't surpass $2^{32}$). The alphas are non-negative integers (they are not limited in range). The objective is to minimize how many powers the sum has. That is, once the coefficients (alphas) specify how much powers we have in total, we want to minimize the following sum:
$$\sum_{i=1}^{\infty} \alpha_i$$
Given n, the challenge is to solve the problem without relying on some brute-force technique.
Crossposted at https://math.stackexchange.com/questions/3278990/way-to-express-a-number-in-its-most-compact-sum-of-powers