Andrey Krasnov

Acceleration Exists! Optimization Problems When Oracle Can Only Compare Objective Function Values

Frequently, the burgeoning field of black-box optimization encounters challenges due to a limited understanding of the mechanisms of the objective function. To address such problems, in this work we focus on the deterministic concept of Order Oracle, which only utilizes order access between function…