To address this issue, we introduce localized online conformal prediction-based Bayesian optimization (LOCBO), a BO algorithm that calibrates the GP model through localized online conformal prediction ...

However, our research extends this framework by integrating the predictive model with a particle swarm optimization stage. This second stage identifies the optimal operational parameters that can be ...

To this end, a surrogate-assisted multi-phase ensemble feature selection algorithm with particle swarm optimization (SMEFS-PSO) is proposed, which combines the strengths of filter-based feature ...

This repository implements several swarm optimization algorithms and visualizes them. Implemented algorithms: Particle Swarm Optimization (PSO), Firefly Algorithm (FA), Cuckoo Search (CS), Ant Colony ...

Modular DE and PSO algorithms implemented at the software level using the Strategy and Builder design patterns, with additional evolutionary algorithms integrated. The CEC2014 and CEC2017 benchmark ...