Setup of fuzzy hybrid particle swarms: a heuristic approach. - Nicolas Roy 003; Charlotte Beauthier; Timotéo Carletti; Alexandre Mayer (GECCO Companion, 2021)

Setup of a New Adaptive Fuzzy Particle Swarm Optimization Algorithm. - Nicolas Roy 003; Charlotte Beauthier; Alexandre Mayer (CEC, 2022)

Photonic Structures Optimization Using Highly Data-Efficient Deep Learning: Application To Nanofin And Annular Groove Phase Masks. - Nicolas Roy 003; Lorenzo König; Olivier Absil; Charlotte Beauthier; Alexandre Mayer; Michaël Lobet (CoRR, 2023)

Hyperparameter Control Using Fuzzy Logic: Evolving Policies for Adaptive Fuzzy Particle Swarm Optimization Algorithm. - Nicolas Roy 003; Charlotte Beauthier; Alexandre Mayer (Evol. Comput., 2025)