2026
EvoGrad: Evolutionary-Weighted Gradient and Hessian Learning for Black-Box Optimization
AAAI 2026technical
Black-box algorithms aim to optimize functions without access to their analytical structure or gradient information, making them essential when gradients are unavailable or computationally expensive to obtain. Traditional methods for black-box optimization (BBO) primarily utilize non-parametric mode