Deterministic metaheuristic based on fractal decomposition for large-scale optimization A Nakib, S Ouchraa, N Shvai, L Souquet, EG Talbi Applied Soft Computing 61, 468-485, 2017 | 26 | 2017 |
Parallel fractal decomposition based algorithm for big continuous optimization problems A Nakib, L Souquet, EG Talbi Journal of Parallel and Distributed Computing 133, 297-306, 2019 | 10 | 2019 |
Convolutional neural network architecture search based on fractal decomposition optimization algorithm L Souquet, N Shvai, A Llanza, A Nakib Expert Systems with Applications 213, 118947, 2023 | 9 | 2023 |
Hyperparameters optimization for neural network training using Fractal Decomposition-based Algorithm L Souquet, N Shvai, A Llanza, A Nakib 2020 IEEE Congress on Evolutionary Computation (CEC), 1-6, 2020 | 3 | 2020 |
Fractal decomposition approach for continuous multi-objective optimization problems L Souquet, A Nakib IEEE Access 8, 167604-167619, 2020 | 2 | 2020 |
HyperFDA: a bi-level optimization approach to neural architecture search and hyperparameters' optimization via fractal decomposition-based algorithm L Souquet, N Shvai, A Llanza, A Nakib Proceedings of the 2020 genetic and evolutionary computation conference …, 2020 | 2 | 2020 |
Design of optimization algorithms for large scale continuous problems: application on deep learning L Souquet Université Paris-Est, 2019 | 1 | 2019 |
HyperFDA: A Bi-level optimization approach to Neural Architecture Search and Hyperparameters Optimization with Fractal Decomposition-based Algorithm L Souquet, N Shvai, A Llanza, A Nakib In Proc. of the 2020 Genetic and Evolutionary Computation Conference …, 2020 | | 2020 |
Multi-node environment strategy for Parallel Deterministic Multi-Objective Fractal Decomposition L Souquet, A Nakib arXiv preprint arXiv:1908.02149, 2019 | | 2019 |
Deterministic multi-objective fractal decomposition algorithm L Souquet, A Nakib, EG Talbi MIC 2019-13th Metaheuristics International Conference, 2019 | | 2019 |