A surrogate-based evolutionary algorithm for highly constrained design problems. - Charlotte Beauthier; Paul Beaucaire; Caroline Sainvitu (GECCO (Companion), 2017)

A cooperative co-evolutionary algorithm for solving large-scale constrained problems with interaction detection. - Julien Blanchard 002; Charlotte Beauthier; Timoteo Carletti (GECCO, 2017)

A Surrogate-Assisted Cooperative Co-evolutionary Algorithm Using Recursive Differential Grouping as Decomposition Strategy. - Julien Blanchard 002; Charlotte Beauthier; Timoteo Carletti (CEC, 2019)

Exploitation of multiple surrogate models in multi-point infill sampling strategies. - Paul Beaucaire; Charlotte Beauthier; Caroline Sainvitu (GECCO (Companion), 2019)

Multi-point infill sampling strategies exploiting multiple surrogate models. - Paul Beaucaire; Charlotte Beauthier; Caroline Sainvitu (GECCO (Companion), 2019)

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

Investigating Overlapped Strategies to Solve Overlapping Problems in a Cooperative Co-evolutionary Framework. - Julien Blanchard 002; Charlotte Beauthier; Timoteo Carletti (OLA, 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)