A black-box optimization method with polynomial-based kernels and quadratic-optimization annealing

Yuki Minamoto, Yuya Sakamoto

We introduce kernel-QA, a black-box optimization (BBO) method that constructs surrogate models analytically using low-order polynomial kernels within a quadratic unconstrained bina…