Abstract: This article proposes a constrained evolutionary Bayesian optimization (CEBO) algorithm to cope with expensive constrained optimization problems with inequality constraints. The uniqueness ...

Tecnologico de Monterrey, Institute of Advanced Materials for Sustainable Manufacturing, Ave. Eugenio Garza Sada 2501, Monterrey, Nuevo León 64849, Mexico ...

Abstract: This letter introduces the BOW Planner, a scalable motion planning algorithm designed to navigate robots through complex environments using constrained Bayesian optimization (CBO). Unlike ...

Implementation of numerical optimization algorithms in MATLAB, including derivative-free and gradient-based methods for unconstrained problems, and projection techniques for constrained optimization.

The proposed constrained BO technique combines different prediction models to ensure that the suggested deposition conditions are feasible, and the thickness of the passivation film stays within ...

This project applies Bayesian Optimization (BO) to optimize the structural features of a simulated drug candidate. The goal is to maximize bioavailability (measured by logP) while keeping the molecule ...

Amid the mounting threat of climate change, recent decades have seen significant advancements in solar energy technology. Silicon heterojunction (SHJ) solar cells, in particular, have garnered ...