Julien Lepagnot

RAIRO Oper. Res., 2021

On the performance of deep learning for numerical optimization: An application to protein structure prediction.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2021

2020

UAV path planning in the presence of static and dynamic obstacles.

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[DOI]

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

A Memetic Approach for the Unicost Set Covering Problem.

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[DOI]

Proceedings of the Learning and Intelligent Optimization - 14th International Conference, 2020

Neural Architecture Search for Time Series Classification.

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[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

An Enhanced NSGA-II for Multiobjective UAV Path Planning in Urban Environments.

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[DOI]

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

Computing Low-Cost Convex Partitions for Planar Point Sets Based on a Memetic Approach (CG Challenge).

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[DOI]

Proceedings of the 36th International Symposium on Computational Geometry, 2020

On the use of human-assisted optimisation for the optimal camera placement problem and the surveillance of urban events.

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[DOI]

Proceedings of the 7th International Conference on Control, 2020

Automated Machine Learning for Information Retrieval in Scientific Articles.

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[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

Bypassing or flying above the obstacles? A novel multi-objective UAV path planning problem.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

Speed up differential evolution for computationally expensive protein structure prediction problems.

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[DOI]

Swarm Evol. Comput., 2019

GPU parallelization strategies for metaheuristics: a survey.

[BibT_eX]

[DOI]

Int. J. Parallel Emergent Distributed Syst., 2019

From feature selection to continues optimization.

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[DOI]

CoRR, 2019

On the optimal placement of cameras for surveillance and the underlying set cover problem.

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[DOI]

Appl. Soft Comput., 2019

An Improved TLBO Algorithm for Solving UAV Path Planning Problem.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

An Eigenvector-Enhanced Parallel Adaptive Differential Evolution for Electric Motor Design.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

MAC: Many-objective Automatic Algorithm Configuration.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

On the real-world applicability of state-of-the-art algorithms for the optimal camera placement problem.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Control, 2019

Hybrid parameter adaptation strategy for differential evolution to solve real-world problems.

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[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

From Feature Selection to Continuous Optimization.

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[DOI]

Proceedings of the Artificial Evolution, 2019

A Hybrid Evolutionary Algorithm for Offline UAV Path Planning.

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[DOI]

Proceedings of the Artificial Evolution, 2019

2018

Hybrid differential evolution algorithms for the optimal camera placement problem.

[BibT_eX]

[DOI]

J. Syst. Inf. Technol., 2018

A comparative study of meta-heuristic algorithms for solving UAV path planning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

A Novel Population Initialization Method Based on Support Vector Machine.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

A Hybrid Optimization Algorithm for Electric Motor Design.

[BibT_eX]

[DOI]

Proceedings of the Computational Science - ICCS 2018, 2018

Accelerating Protein Structure Prediction Using Active Learning and Surrogate-Based Optimization.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

A Hybrid Differential Evolution Algorithm for Real World Problems.

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[DOI]

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Automatic hyperparameter selection in Autodock.

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[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017

Using a novel parallel genetic hybrid algorithm to generate and determine new zeolite frameworks.

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[DOI]

Comput. Chem. Eng., 2017

MEmory Genetic Algorithm Hybridized for Zeolites.

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[DOI]

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

A New High-Level Relay Hybrid Metaheuristic for Black-Box Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the Artificial Evolution, 2017

Improved Hybrid Iterative Tabu Search for QAP Using Distance Cooperation.

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[DOI]

Proceedings of the Artificial Evolution, 2017

2016

A Survey on the Metaheuristics Applied to QAP for the Graphics Processing Units.

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[DOI]

Parallel Process. Lett., 2016

Fast Hybrid BSA-DE-SA Algorithm on GPU.

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[DOI]

Proceedings of the Swarm Intelligence Based Optimization - Second International Conference, 2016

Data Exchange Topologies for the DISCO-HITS Algorithm to Solve the QAP.

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[DOI]

Proceedings of the Swarm Intelligence Based Optimization - Second International Conference, 2016

2015

Distributed Multistart Hybrid Iterative Tabu Search.

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[DOI]

Proceedings of the 2015 IEEE International Conference on Systems, 2015

Comparison of Two Diversification Methods to Solve the Quadratic Assignment Problem.

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[DOI]

Proceedings of the International Conference on Computational Science, 2015

2014

Multi-level Parallelization for Hybrid ACO.

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[DOI]

Proceedings of the Swarm Intelligence Based Optimization - First International Conference, 2014

2013

Elastic Registration of Brain Cine-MRI Sequences Using MLSDO Dynamic Optimization Algorithm.

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[DOI]

Proceedings of the Metaheuristics for Dynamic Optimization, 2013

A survey on optimization metaheuristics.

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[DOI]

Ilhem Boussaïd

Patrick Siarry

Inf. Sci., 2013

A multiple local search algorithm for continuous dynamic optimization.

[BibT_eX]

[DOI]

J. Heuristics, 2013

Hybrid Imperialist Competitive Algorithm with Simplex Approach: Application to Electric Motor Design.

[BibT_eX]

[DOI]

Daniel Fodorean

Proceedings of the IEEE International Conference on Systems, 2013

Adaptive Peer Selection Strategy in P2P-VoD Systems Based on Dynamic Metaheuristic.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Parallel and Distributed Systems, 2013

PSO-2S Optimization Algorithm for Brain MRI Segmentation.

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[DOI]

Proceedings of the Genetic and Evolutionary Computing, 2013

2012

Brain Cine-MRI Sequences Registration Using B-Spline Free-Form Deformations and MLSDO Dynamic Optimization Algorithm.

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[DOI]

Proceedings of the Learning and Intelligent Optimization - 6th International Conference, 2012

A Dynamic Multi-Agent Algorithm applied to challenging benchmark problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

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).

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[DOI]