Julien Lepagnot

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 46

Top Venues

University of Paris-Est, France (PHD)

Education History

University of Paris-Est, France

PHD

Publications

Muhammad Sulaman, Mahmoud Golabi, Mokhtar Essaid, Julien Lepagnot, Mathieu Brévilliers, Lhassane Idoumghar
Surrogate-assisted metaheuristics for the facility location problem with distributed demands on network edges. Comput. Ind. Eng. 188 (2024)
Mokhtar Essaid, Abdennour Azerine, Mahmoud Golabi, Julien Lepagnot, Lhassane Idoumghar
Solving Highly Constrained 3D Heterogeneous Truck Loading Problems: A Contribution to the 2022 EURO/ROADEF Challenge. ICTAI (2023)
Muhammad Sulaman, Mahmoud Golabi, Mokhtar Essaid, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar
Random Forest Assisted Differential Evolution for Multi-server Congested p-median Problem. ICTAI (2023)
Muhammad Sulaman, Mahmoud Golabi, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar
A comparative study of newly developed metaheuristics for the discrete uncapacitated $p$-median problem. CoDIT (2022)
Julien Lepagnot, Laurent Moalic, Dominique Schmitt
Optimal Area Polygonization by Triangulation and Visibility Search. ACM J. Exp. Algorithmics 27 (2022)
Soheila Ghambari, Hojjat Rakhshani, Julien Lepagnot, Laetitia Jourdan, Lhassane Idoumghar
Unbalanced budget distribution for automatic algorithm configuration. Soft Comput. 26 (3) (2022)
Julien Kritter, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar
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. 55 (4) (2021)
Hojjat Rakhshani, Lhassane Idoumghar, Soheila Ghambari, Julien Lepagnot, Mathieu Brévilliers
On the performance of deep learning for numerical optimization: An application to protein structure prediction. Appl. Soft Comput. 110 (2021)
Julien Kritter, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar
On the use of human-assisted optimisation for the optimal camera placement problem and the surveillance of urban events. CoDIT (2020)
Soheila Ghambari, Mahmoud Golabi, Julien Lepagnot, Mathieu Brévilliers, Laetitia Jourdan, Lhassane Idoumghar
An Enhanced NSGA-II for Multiobjective UAV Path Planning in Urban Environments. ICTAI (2020)
Mahmoud Golabi, Soheila Ghambari, Julien Lepagnot, Laetitia Jourdan, Mathieu Brévilliers, Lhassane Idoumghar
Bypassing or flying above the obstacles? A novel multi-objective UAV path planning problem. CoRR (2020)
Hojjat Rakhshani, Bastien Latard, Mathieu Brévilliers, Jonathan Weber, Julien Lepagnot, Germain Forestier, Michel Hassenforder, Lhassane Idoumghar
Automated Machine Learning for Information Retrieval in Scientific Articles. CEC (2020)
Soheila Ghambari, Julien Lepagnot, Laetitia Jourdan, Lhassane Idoumghar
UAV path planning in the presence of static and dynamic obstacles. SSCI (2020)
Laurent Moalic, Dominique Schmitt, Julien Lepagnot, Julien Kritter
Computing Low-Cost Convex Partitions for Planar Point Sets Based on a Memetic Approach (CG Challenge). SoCG (2020)
Hojjat Rakhshani, Lhassane Idoumghar, Soheila Ghambari, Julien Lepagnot, Mathieu Brévilliers
On the performance of deep learning for numerical optimization: an application to protein structure prediction. CoRR (2020)
Mahmoud Golabi, Soheila Ghambari, Julien Lepagnot, Laetitia Jourdan, Mathieu Brévilliers, Lhassane Idoumghar
Bypassing or flying above the obstacles? A novel multi-objective UAV path planning problem. CEC (2020)
Maxime Pinard, Laurent Moalic, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar
A Memetic Approach for the Unicost Set Covering Problem. LION (2020)
Hojjat Rakhshani, Hassan Ismail Fawaz, Lhassane Idoumghar, Germain Forestier, Julien Lepagnot, Jonathan Weber, Mathieu Brévilliers, Pierre-Alain Muller
Neural Architecture Search for Time Series Classification. IJCNN (2020)
Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers
From feature selection to continues optimization. CoRR (2019)
Julien Kritter, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar
On the real-world applicability of state-of-the-art algorithms for the optimal camera placement problem. CoDIT (2019)
Mokhtar Essaid, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar, Daniel Fodorean
An Eigenvector-Enhanced Parallel Adaptive Differential Evolution for Electric Motor Design. ICTAI (2019)
Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers
Speed up differential evolution for computationally expensive protein structure prediction problems. Swarm Evol. Comput. 50 (2019)
Mokhtar Essaid, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers
GPU parallelization strategies for metaheuristics: a survey. Int. J. Parallel Emergent Distributed Syst. 34 (5) (2019)
Mokhtar Essaid, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar, Daniel Fodorean
Hybrid parameter adaptation strategy for differential evolution to solve real-world problems. CEC (2019)
Soheila Ghambari, Lhassane Idoumghar, Laetitia Jourdan, Julien Lepagnot
An Improved TLBO Algorithm for Solving UAV Path Planning Problem. SSCI (2019)
Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers
MAC: Many-objective Automatic Algorithm Configuration. EMO (2019)
Julien Kritter, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar
On the optimal placement of cameras for surveillance and the underlying set cover problem. Appl. Soft Comput. 74 (2019)
Soheila Ghambari, Lhassane Idoumghar, Laetitia Jourdan, Julien Lepagnot
A Hybrid Evolutionary Algorithm for Offline UAV Path Planning. EA (2019)
Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers
From Feature Selection to Continuous Optimization. EA (2019)
Mokhtar Essaid, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Daniel Fodorean
A Hybrid Differential Evolution Algorithm for Real World Problems. CEC (2018)
Soheila Ghambari, Julien Lepagnot, Laetitia Jourdan, Lhassane Idoumghar
A comparative study of meta-heuristic algorithms for solving UAV path planning. SSCI (2018)
Mokhtar Essaid, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Daniel Fodorean
A Hybrid Optimization Algorithm for Electric Motor Design. ICCS (2) (2018)
Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Amin Rahati
Accelerating Protein Structure Prediction Using Active Learning and Surrogate-Based Optimization. CEC (2018)
Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Edward C. Keedwell
Automatic hyperparameter selection in Autodock. BIBM (2018)
Edward C. Keedwell, Mathieu Brévilliers, Lhassane Idoumghar, Julien Lepagnot, Hojjat Rakhshani
A Novel Population Initialization Method Based on Support Vector Machine. SMC (2018)
Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Edward C. Keedwell
Automatic hyperparameter selection in Autodock. CoRR (2018)
Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar, Maher Rebai, Julien Kritter
Hybrid differential evolution algorithms for the optimal camera placement problem. J. Syst. Inf. Technol. 20 (4) (2018)
Omar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot
Improved Hybrid Iterative Tabu Search for QAP Using Distance Cooperation. Artificial Evolution (2017)
Julien Lepagnot, Lhassane Idoumghar, Mathieu Brévilliers, Maha Idrissi-Aouad
A New High-Level Relay Hybrid Metaheuristic for Black-Box Optimization Problems. Artificial Evolution (2017)
Omar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot, Jean-Louis Paillaud
MEmory Genetic Algorithm Hybridized for Zeolites. CEC (2017)
Omar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot, Jean-Louis Paillaud, Irena Deroche, Laurent A. Baumes, Pierre Collet
Using a novel parallel genetic hybrid algorithm to generate and determine new zeolite frameworks. Comput. Chem. Eng. 98 (2017)
Omar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot
A Survey on the Metaheuristics Applied to QAP for the Graphics Processing Units. Parallel Process. Lett. 26 (3) (2016)
Mathieu Brévilliers, Omar Abdelkafi, Julien Lepagnot, Lhassane Idoumghar
Fast Hybrid BSA-DE-SA Algorithm on GPU. ICSIBO (2016)
Omar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers
Data Exchange Topologies for the DISCO-HITS Algorithm to Solve the QAP. ICSIBO (2016)
Omar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot
Distributed Multistart Hybrid Iterative Tabu Search. SMC (2015)
Omar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot
Comparison of Two Diversification Methods to Solve the Quadratic Assignment Problem. ICCS (2015)
Omar Abdelkafi, Julien Lepagnot, Lhassane Idoumghar
Multi-level Parallelization for Hybrid ACO. ICSIBO (2014)
Thibaud Rohmer, Amir Nakib, Julien Lepagnot, Abdelhamid Nafaa
Adaptive Peer Selection Strategy in P2P-VoD Systems Based on Dynamic Metaheuristic. ICPADS (2013)
Ilhem Boussaïd, Julien Lepagnot, Patrick Siarry
A survey on optimization metaheuristics. Inf. Sci. 237 (2013)
Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry
A multiple local search algorithm for continuous dynamic optimization. J. Heuristics 19 (1) (2013)
Julien Lepagnot, Lhassane Idoumghar, Daniel Fodorean
Hybrid Imperialist Competitive Algorithm with Simplex Approach: Application to Electric Motor Design. SMC (2013)
Abbas El Dor, Julien Lepagnot, Amir Nakib, Patrick Siarry
PSO-2S Optimization Algorithm for Brain MRI Segmentation. ICGEC (2013)
Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry
Brain Cine-MRI Sequences Registration Using B-Spline Free-Form Deformations and MLSDO Dynamic Optimization Algorithm. LION (2012)
Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry
A Dynamic Multi-Agent Algorithm applied to challenging benchmark problems. IEEE Congress on Evolutionary Computation (2012)
Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry
Brain cine MRI segmentation based on a multiagent algorithm for dynamic continuous optimization. IEEE Congress on Evolutionary Computation (2011)
Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry
A New Multiagent Algorithm for Dynamic Continuous Optimization. Int. J. Appl. Metaheuristic Comput. 1 (1) (2010)
Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry
Performance Analysis of MADO Dynamic Optimization Algorithm. ISDA (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Julien Lepagnot