Julien Lepagnot

65 papers A* 1B 17C 6Misc 1Journal 19Unranked 15
YearRankTypeTitle / Venue / Authors
2026 — ed.
Artificial Evolution - 16th International Conference, Évolution Artificielle, EA 2024, Bordeaux, France, October 29-31, 2024, Revised Selected Papers
EA
Pierrick Legrand, Arnaud Liefooghe, Julien Lepagnot, Nicolas Monmarché, Lhassane Idoumghar, Denis Pallez, Patrick Siarry, Evelyne Lutton
2024 C conf
Multi-surrogate assisted differential evolution for edge-based facility location problem.
CoDIT
Muhammad Sulaman, Mahmoud Golabi, Mokhtar Essaid, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar
2024 J jnl
Surrogate-assisted metaheuristics for the facility location problem with distributed demands on network edges.
Comput. Ind. Eng.
Muhammad Sulaman, Mahmoud Golabi, Mokhtar Essaid, Julien Lepagnot, Mathieu Brévilliers, Lhassane Idoumghar
2024 J jnl
UAV path planning techniques: a survey.
RAIRO Oper. Res.
Soheila Ghambari, Mahmoud Golabi, Laetitia Jourdan, Julien Lepagnot, Lhassane Idoumghar
2023 — ed.
Artificial Evolution - 15th International Conference, Évolution Artificielle, EA 2022, Exeter, UK, October 31 - November 2, 2022, Revised Selected Papers
EA
Pierrick Legrand, Arnaud Liefooghe, Edward C. Keedwell, Julien Lepagnot, Lhassane Idoumghar, Nicolas Monmarché, Evelyne Lutton
2023 B conf
Random Forest Assisted Differential Evolution for Multi-server Congested p-median Problem.
ICTAI
Muhammad Sulaman, Mahmoud Golabi, Mokhtar Essaid, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar
2023 B conf
Solving Highly Constrained 3D Heterogeneous Truck Loading Problems: A Contribution to the 2022 EURO/ROADEF Challenge.
ICTAI
Mokhtar Essaid, Abdennour Azerine, Mahmoud Golabi, Julien Lepagnot, Lhassane Idoumghar
2022 C conf
A comparative study of newly developed metaheuristics for the discrete uncapacitated $p$-median problem.
CoDIT
Muhammad Sulaman, Mahmoud Golabi, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar
2022 J jnl
Optimal Area Polygonization by Triangulation and Visibility Search.
ACM J. Exp. Algorithmics
Julien Lepagnot, Laurent Moalic, Dominique Schmitt
2022 J jnl
Unbalanced budget distribution for automatic algorithm configuration.
Soft Comput.
Soheila Ghambari, Hojjat Rakhshani, Julien Lepagnot, Laetitia Jourdan, Lhassane Idoumghar
2021 J jnl
On the computational cost of the set cover approach for the optimal camera placement problem and possible set-cover-inspired trade-offs for surveillance infrastructure design.
RAIRO Oper. Res.
Julien Kritter, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar
2021 J jnl
On the performance of deep learning for numerical optimization: An application to protein structure prediction.
Appl. Soft Comput.
Hojjat Rakhshani, Lhassane Idoumghar, Soheila Ghambari, Julien Lepagnot, Mathieu Brévilliers
2020 — conf
A Memetic Approach for the Unicost Set Covering Problem.
LION
Maxime Pinard, Laurent Moalic, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar
2020 B conf
An Enhanced NSGA-II for Multiobjective UAV Path Planning in Urban Environments.
ICTAI
Soheila Ghambari, Mahmoud Golabi, Julien Lepagnot, Mathieu Brévilliers, Laetitia Jourdan, Lhassane Idoumghar
2020 B conf
Automated Machine Learning for Information Retrieval in Scientific Articles.
CEC
Hojjat Rakhshani, Bastien Latard, Mathieu Brévilliers, Jonathan Weber, Julien Lepagnot, Germain Forestier, Michel Hassenforder, Lhassane Idoumghar
2020 B conf
Bypassing or flying above the obstacles? A novel multi-objective UAV path planning problem.
CEC
Mahmoud Golabi, Soheila Ghambari, Julien Lepagnot, Laetitia Jourdan, Mathieu Brévilliers, Lhassane Idoumghar
2020 J jnl
Bypassing or flying above the obstacles? A novel multi-objective UAV path planning problem.
CoRR
Mahmoud Golabi, Soheila Ghambari, Julien Lepagnot, Laetitia Jourdan, Mathieu Brévilliers, Lhassane Idoumghar
2020 A* conf
Computing Low-Cost Convex Partitions for Planar Point Sets Based on a Memetic Approach (CG Challenge).
SoCG
Laurent Moalic, Dominique Schmitt, Julien Lepagnot, Julien Kritter
2020 B conf
Neural Architecture Search for Time Series Classification.
IJCNN
Hojjat Rakhshani, Hassan Ismail Fawaz, Lhassane Idoumghar, Germain Forestier, Julien Lepagnot, Jonathan Weber, Mathieu Brévilliers, Pierre-Alain Muller
2020 J jnl
On the performance of deep learning for numerical optimization: an application to protein structure prediction.
CoRR
Hojjat Rakhshani, Lhassane Idoumghar, Soheila Ghambari, Julien Lepagnot, Mathieu Brévilliers
2020 C conf
On the use of human-assisted optimisation for the optimal camera placement problem and the surveillance of urban events.
CoDIT
Julien Kritter, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar
2020 — conf
UAV path planning in the presence of static and dynamic obstacles.
SSCI
Soheila Ghambari, Julien Lepagnot, Laetitia Jourdan, Lhassane Idoumghar
2019 — conf
A Hybrid Evolutionary Algorithm for Offline UAV Path Planning.
EA
Soheila Ghambari, Lhassane Idoumghar, Laetitia Jourdan, Julien Lepagnot
2019 B conf
An Eigenvector-Enhanced Parallel Adaptive Differential Evolution for Electric Motor Design.
ICTAI
Mokhtar Essaid, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar, Daniel Fodorean
2019 — conf
An Improved TLBO Algorithm for Solving UAV Path Planning Problem.
SSCI
Soheila Ghambari, Lhassane Idoumghar, Laetitia Jourdan, Julien Lepagnot
2019 — conf
From Feature Selection to Continuous Optimization.
EA
Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers
2019 J jnl
From feature selection to continues optimization.
CoRR
Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers
2019 J jnl
GPU parallelization strategies for metaheuristics: a survey.
Int. J. Parallel Emergent Distributed Syst.
Mokhtar Essaid, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers
2019 B conf
Hybrid parameter adaptation strategy for differential evolution to solve real-world problems.
CEC
Mokhtar Essaid, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar, Daniel Fodorean
2019 C conf
MAC: Many-objective Automatic Algorithm Configuration.
EMO
Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers
2019 J jnl
On the optimal placement of cameras for surveillance and the underlying set cover problem.
Appl. Soft Comput.
Julien Kritter, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar
2019 C conf
On the real-world applicability of state-of-the-art algorithms for the optimal camera placement problem.
CoDIT
Julien Kritter, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar
2019 J jnl
Speed up differential evolution for computationally expensive protein structure prediction problems.
Swarm Evol. Comput.
Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers
2018 B conf
A Hybrid Differential Evolution Algorithm for Real World Problems.
CEC
Mokhtar Essaid, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Daniel Fodorean
2018 — conf
A Hybrid Optimization Algorithm for Electric Motor Design.
ICCS (2)
Mokhtar Essaid, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Daniel Fodorean
2018 B conf
A Novel Population Initialization Method Based on Support Vector Machine.
SMC
Edward C. Keedwell, Mathieu Brévilliers, Lhassane Idoumghar, Julien Lepagnot, Hojjat Rakhshani
2018 — conf
A comparative study of meta-heuristic algorithms for solving UAV path planning.
SSCI
Soheila Ghambari, Julien Lepagnot, Laetitia Jourdan, Lhassane Idoumghar
2018 B conf
Accelerating Protein Structure Prediction Using Active Learning and Surrogate-Based Optimization.
CEC
Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Amin Rahati
2018 — conf
Automatic hyperparameter selection in Autodock.
BIBM
Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Edward C. Keedwell
2018 J jnl
Automatic hyperparameter selection in Autodock.
CoRR
Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Edward C. Keedwell
2018 J jnl
Hybrid differential evolution algorithms for the optimal camera placement problem.
J. Syst. Inf. Technol.
Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar, Maher Rebai, Julien Kritter
2017 — conf
A New High-Level Relay Hybrid Metaheuristic for Black-Box Optimization Problems.
Artificial Evolution
Julien Lepagnot, Lhassane Idoumghar, Mathieu Brévilliers, Maha Idrissi-Aouad
2017 — conf
Improved Hybrid Iterative Tabu Search for QAP Using Distance Cooperation.
Artificial Evolution
Omar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot
2017 B conf
MEmory Genetic Algorithm Hybridized for Zeolites.
CEC
Omar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot, Jean-Louis Paillaud
2017 J jnl
Using a novel parallel genetic hybrid algorithm to generate and determine new zeolite frameworks.
Comput. Chem. Eng.
Omar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot, Jean-Louis Paillaud, Irena Deroche, Laurent A. Baumes, Pierre Collet
2016 J jnl
A Survey on the Metaheuristics Applied to QAP for the Graphics Processing Units.
Parallel Process. Lett.
Omar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot
2016 — conf
Data Exchange Topologies for the DISCO-HITS Algorithm to Solve the QAP.
ICSIBO
Omar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers
2016 — conf
Fast Hybrid BSA-DE-SA Algorithm on GPU.
ICSIBO
Mathieu Brévilliers, Omar Abdelkafi, Julien Lepagnot, Lhassane Idoumghar
2016 — ed.
Swarm Intelligence Based Optimization - Second International Conference, ICSIBO 2016, Mulhouse, France, June 13-14, 2016, Revised Selected Papers
ICSIBO
Patrick Siarry, Lhassane Idoumghar, Julien Lepagnot
2015 Misc conf
Comparison of Two Diversification Methods to Solve the Quadratic Assignment Problem.
ICCS
Omar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot
2015 B conf
Distributed Multistart Hybrid Iterative Tabu Search.
SMC
Omar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot
2014 — conf
Multi-level Parallelization for Hybrid ACO.
ICSIBO
Omar Abdelkafi, Julien Lepagnot, Lhassane Idoumghar
2014 — ed.
Swarm Intelligence Based Optimization - First International Conference, ICSIBO 2014, Mulhouse, France, May 13-14, 2014. Revised Selected Papers
ICSIBO
Patrick Siarry, Lhassane Idoumghar, Julien Lepagnot
2013 J jnl
A multiple local search algorithm for continuous dynamic optimization.
J. Heuristics
Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry
2013 J jnl
A survey on optimization metaheuristics.
Inf. Sci.
Ilhem Boussaïd, Julien Lepagnot, Patrick Siarry
2013 B conf
Adaptive Peer Selection Strategy in P2P-VoD Systems Based on Dynamic Metaheuristic.
ICPADS
Thibaud Rohmer, Amir Nakib, Julien Lepagnot, Abdelhamid Nafaa
2013 — ch.
Elastic Registration of Brain Cine-MRI Sequences Using MLSDO Dynamic Optimization Algorithm.
Metaheuristics for Dynamic Optimization
Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry
2013 B conf
Hybrid Imperialist Competitive Algorithm with Simplex Approach: Application to Electric Motor Design.
SMC
Julien Lepagnot, Lhassane Idoumghar, Daniel Fodorean
2013 — conf
PSO-2S Optimization Algorithm for Brain MRI Segmentation.
ICGEC
Abbas El Dor, Julien Lepagnot, Amir Nakib, Patrick Siarry
2012 B conf
A Dynamic Multi-Agent Algorithm applied to challenging benchmark problems.
IEEE Congress on Evolutionary Computation
Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry
2012 — conf
Brain Cine-MRI Sequences Registration Using B-Spline Free-Form Deformations and MLSDO Dynamic Optimization Algorithm.
LION
Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry
2011 B conf
Brain cine MRI segmentation based on a multiagent algorithm for dynamic continuous optimization.
IEEE Congress on Evolutionary Computation
Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry
2011 — —
Conception de métaheuristiques pour l'optimisation dynamique : application à l'analyse de séquences d'images IRM. (Design of metaheuristics for dynamic optimization : application to the analysis of MRI image sequences).
Julien Lepagnot
2010 J jnl
A New Multiagent Algorithm for Dynamic Continuous Optimization.
Int. J. Appl. Metaheuristic Comput.
Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry
2009 C conf
Performance Analysis of MADO Dynamic Optimization Algorithm.
ISDA
Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry