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ORCIDJulien Lepagnot
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2020 – today
- 2024
[j15]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: 109931 (2024)- [j14]Soheila Ghambari, Mahmoud Golabi, Laetitia Jourdan, Julien Lepagnot, Lhassane Idoumghar:
UAV path planning techniques: a survey. RAIRO Oper. Res. 58(4): 2951-2989 (2024) - [c40]Muhammad Sulaman, Mahmoud Golabi, Mokhtar Essaid, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar:
Multi-surrogate assisted differential evolution for edge-based facility location problem. CoDIT 2024: 2301-2306 - 2023
- [c39]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: 377-384 - [c38]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: 404-409 - [e3]Pierrick Legrand, Arnaud Liefooghe, Edward C. Keedwell, Julien Lepagnot, Lhassane Idoumghar, Nicolas Monmarché, Evelyne Lutton:
Artificial Evolution - 15th International Conference, Évolution Artificielle, EA 2022, Exeter, UK, October 31 - November 2, 2022, Revised Selected Papers. Lecture Notes in Computer Science 14091, Springer 2023, ISBN 978-3-031-42615-5 [contents] - 2022
- [j13]Julien Lepagnot, Laurent Moalic, Dominique Schmitt:
Optimal Area Polygonization by Triangulation and Visibility Search. ACM J. Exp. Algorithmics 27: 1-23 (2022) - [j12]Soheila Ghambari, Hojjat Rakhshani, Julien Lepagnot, Laetitia Jourdan, Lhassane Idoumghar:
Unbalanced budget distribution for automatic algorithm configuration. Soft Comput. 26(3): 1315-1330 (2022) - [c37]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: 872-877 - 2021
- [j11]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: 107596 (2021) - [j10]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): 2069-2091 (2021) - 2020
- [c36]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: 1-8 - [c35]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: 1-7 - [c34]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: 1000-1005 - [c33]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: 84:1-84:9 - [c32]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: 106-111 - [c31]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: 1-8 - [c30]Maxime Pinard, Laurent Moalic, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar:
A Memetic Approach for the Unicost Set Covering Problem. LION 2020: 233-248 - [c29]Soheila Ghambari, Julien Lepagnot, Laetitia Jourdan, Lhassane Idoumghar:
UAV path planning in the presence of static and dynamic obstacles. SSCI 2020: 465-472 - [i4]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 abs/2004.08279 (2020) - [i3]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 abs/2012.09741 (2020)
2010 – 2019
- 2019
- [j9]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: 133-153 (2019) - [j8]Mokhtar Essaid, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers:
GPU parallelization strategies for metaheuristics: a survey. Int. J. Parallel Emergent Distributed Syst. 34(5): 497-522 (2019) - [j7]Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers:
Speed up differential evolution for computationally expensive protein structure prediction problems. Swarm Evol. Comput. 50 (2019) - [c28]Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers:
From Feature Selection to Continuous Optimization. EA 2019: 1-12 - [c27]Soheila Ghambari, Lhassane Idoumghar, Laetitia Jourdan, Julien Lepagnot:
A Hybrid Evolutionary Algorithm for Offline UAV Path Planning. EA 2019: 205-218 - [c26]Mokhtar Essaid, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar, Daniel Fodorean:
Hybrid parameter adaptation strategy for differential evolution to solve real-world problems. CEC 2019: 3030-3036 - [c25]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: 1103-1108 - [c24]Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers:
MAC: Many-objective Automatic Algorithm Configuration. EMO 2019: 241-253 - [c23]Mokhtar Essaid, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar, Daniel Fodorean:
An Eigenvector-Enhanced Parallel Adaptive Differential Evolution for Electric Motor Design. ICTAI 2019: 713-720 - [c22]Soheila Ghambari, Lhassane Idoumghar, Laetitia Jourdan, Julien Lepagnot:
An Improved TLBO Algorithm for Solving UAV Path Planning Problem. SSCI 2019: 2261-2268 - [i2]Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers:
From feature selection to continues optimization. CoRR abs/1909.09444 (2019) - 2018
- [j6]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): 446-467 (2018) - [c21]Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Edward C. Keedwell:
Automatic hyperparameter selection in Autodock. BIBM 2018: 734-738 - [c20]Mokhtar Essaid, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Daniel Fodorean:
A Hybrid Differential Evolution Algorithm for Real World Problems. CEC 2018: 1-7 - [c19]Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Amin Rahati:
Accelerating Protein Structure Prediction Using Active Learning and Surrogate-Based Optimization. CEC 2018: 1-6 - [c18]Mokhtar Essaid, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Daniel Fodorean:
A Hybrid Optimization Algorithm for Electric Motor Design. ICCS (2) 2018: 501-517 - [c17]Edward C. Keedwell, Mathieu Brévilliers, Lhassane Idoumghar, Julien Lepagnot, Hojjat Rakhshani:
A Novel Population Initialization Method Based on Support Vector Machine. SMC 2018: 751-756 - [c16]Soheila Ghambari, Julien Lepagnot, Laetitia Jourdan, Lhassane Idoumghar:
A comparative study of meta-heuristic algorithms for solving UAV path planning. SSCI 2018: 174-181 - [i1]Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Edward C. Keedwell:
Automatic hyperparameter selection in Autodock. CoRR abs/1812.02618 (2018) - 2017
- [j5]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: 50-60 (2017) - [c15]Julien Lepagnot, Lhassane Idoumghar, Mathieu Brévilliers, Maha Idrissi-Aouad:
A New High-Level Relay Hybrid Metaheuristic for Black-Box Optimization Problems. Artificial Evolution 2017: 115-128 - [c14]Omar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot:
Improved Hybrid Iterative Tabu Search for QAP Using Distance Cooperation. Artificial Evolution 2017: 129-143 - [c13]Omar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot, Jean-Louis Paillaud:
MEmory Genetic Algorithm Hybridized for Zeolites. CEC 2017: 233-240 - 2016
- [j4]Omar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot:
A Survey on the Metaheuristics Applied to QAP for the Graphics Processing Units. Parallel Process. Lett. 26(3): 1650013:1-1650013:20 (2016) - [c12]Omar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers:
Data Exchange Topologies for the DISCO-HITS Algorithm to Solve the QAP. ICSIBO 2016: 57-64 - [c11]Mathieu Brévilliers, Omar Abdelkafi, Julien Lepagnot, Lhassane Idoumghar:
Fast Hybrid BSA-DE-SA Algorithm on GPU. ICSIBO 2016: 75-86 - [e2]Patrick Siarry, Lhassane Idoumghar, Julien Lepagnot:
Swarm Intelligence Based Optimization - Second International Conference, ICSIBO 2016, Mulhouse, France, June 13-14, 2016, Revised Selected Papers. Lecture Notes in Computer Science 10103, Springer 2016, ISBN 978-3-319-50306-6 [contents] - 2015
- [c10]Omar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot:
Comparison of Two Diversification Methods to Solve the Quadratic Assignment Problem. ICCS 2015: 2703-2707 - [c9]Omar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot:
Distributed Multistart Hybrid Iterative Tabu Search. SMC 2015: 1962-1967 - 2014
- [c8]Omar Abdelkafi, Julien Lepagnot, Lhassane Idoumghar:
Multi-level Parallelization for Hybrid ACO. ICSIBO 2014: 60-67 - [e1]Patrick Siarry, Lhassane Idoumghar, Julien Lepagnot:
Swarm Intelligence Based Optimization - First International Conference, ICSIBO 2014, Mulhouse, France, May 13-14, 2014. Revised Selected Papers. Lecture Notes in Computer Science 8472, Springer 2014, ISBN 978-3-319-12969-3 [contents] - 2013
- [j3]Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry:
A multiple local search algorithm for continuous dynamic optimization. J. Heuristics 19(1): 35-76 (2013) - [j2]Ilhem Boussaïd, Julien Lepagnot, Patrick Siarry:
A survey on optimization metaheuristics. Inf. Sci. 237: 82-117 (2013) - [c7]Abbas El Dor, Julien Lepagnot, Amir Nakib, Patrick Siarry:
PSO-2S Optimization Algorithm for Brain MRI Segmentation. ICGEC 2013: 13-22 - [c6]Thibaud Rohmer, Amir Nakib, Julien Lepagnot, Abdelhamid Nafaa:
Adaptive Peer Selection Strategy in P2P-VoD Systems Based on Dynamic Metaheuristic. ICPADS 2013: 436-437 - [c5]Julien Lepagnot, Lhassane Idoumghar, Daniel Fodorean:
Hybrid Imperialist Competitive Algorithm with Simplex Approach: Application to Electric Motor Design. SMC 2013: 2454-2459 - [p1]Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry:
Elastic Registration of Brain Cine-MRI Sequences Using MLSDO Dynamic Optimization Algorithm. Metaheuristics for Dynamic Optimization 2013: 211-224 - 2012
- [c4]Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry:
A Dynamic Multi-Agent Algorithm applied to challenging benchmark problems. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c3]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: 443-448 - 2011
- [b1]Julien Lepagnot:
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). University of Paris-Est, France, 2011 - [c2]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: 1695-1702 - 2010
- [j1]Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry:
A New Multiagent Algorithm for Dynamic Continuous Optimization. Int. J. Appl. Metaheuristic Comput. 1(1): 16-38 (2010)
2000 – 2009
- 2009
- [c1]Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry:
Performance Analysis of MADO Dynamic Optimization Algorithm. ISDA 2009: 37-42
Coauthor Index
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