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math.OC2024
Acceleration Exists! Optimization Problems When Oracle Can Only Compare Objective Function Values
Aleksandr Lobanov, Alexander Gasnikov, Andrei Krasnov
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 problem…
math.OC2024
Nesterov's method of dichotomy via Order Oracle: The problem of optimizing a two-variable function on a square
Boris Chervonenkis, Andrei Krasnov, Alexander Gasnikov +1
The challenges of black box optimization arise due to imprecise responses and limited output information. This article describes new results on optimizing multivariable functions u…