B. Derbel

Most-cited papers

Landscape-Aware Performance Prediction for Evolutionary Multiobjective Optimization
A. Liefooghe, F. Daolio, S. Vérel, B. Derbel +2 more
2020IEEE Transactions on Evolutionary Computation78 citations Open access
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Learning-Rate Annealing Methods for Deep Neural Networks
Kensuke Nakamura, B. Derbel, Kyoung-Jae Won, Byung-Woo Hong
2021Electronics67 citations Open access
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Injecting CMA-ES into MOEA/D
Saúl Zapotecas-Martínez, B. Derbel, A. Liefooghe, D. Brockhoff +2 more
2015Annual Conference on Genetic and Evolutionary Computation35 citations Open access
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Parallel Branch-and-Bound in multi-core multi-CPU multi-GPU heterogeneous environments
Trong-Tuan Vu, B. Derbel
2016Future generations computer systems34 citations Open access
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New features for continuous exploratory landscape analysis based on the SOO tree
B. Derbel, A. Liefooghe, S. Vérel, Hernán E. Aguirre +1 more
2019Foundations of Genetic Algorithms30 citations Open access
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A Surrogate Model Based on Walsh Decomposition for Pseudo-Boolean Functions
S. Vérel, B. Derbel, A. Liefooghe, Hernán E. Aguirre +1 more
2018Parallel Problem Solving from Nature30 citations Open access
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A Correlation Analysis of Set Quality Indicator Values in Multiobjective Optimization
A. Liefooghe, B. Derbel
2016Annual Conference on Genetic and Evolutionary Computation30 citations Open access
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Surrogate assisted evolutionary algorithm for medium scale multi-objective optimisation problems
Xiao-e Ruan, Ke Li, B. Derbel, A. Liefooghe
2020Annual Conference on Genetic and Evolutionary Computation26 citations Open access
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On Pareto Local Optimal Solutions Networks
A. Liefooghe, B. Derbel, S. Vérel, Manuel López-Ibáñez +2 more
2018Parallel Problem Solving from Nature25 citations Open access
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Experiments on Greedy and Local Search Heuristics for ddimensional Hypervolume Subset Selection
Matthieu Basseur, B. Derbel, Adrien Goëffon, A. Liefooghe
2016Annual Conference on Genetic and Evolutionary Computation25 citations Open access
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On the Impact of Multiobjective Scalarizing Functions
B. Derbel, D. Brockhoff, A. Liefooghe, S. Vérel
2014Parallel Problem Solving from Nature19 citations Open access
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Shake Them All! - Rethinking Selection and Replacement in MOEA/D
Gauvain Marquet, B. Derbel, A. Liefooghe, E. Talbi
2014Parallel Problem Solving from Nature18 citations
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Towards Landscape-Aware Automatic Algorithm Configuration: Preliminary Experiments on Neutral and Rugged Landscapes
A. Liefooghe, B. Derbel, S. Vérel, Hernán E. Aguirre +1 more
2017EvoCOP16 citations Open access
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On the Combined Impact of Population Size and Sub-problem Selection in MOEA/D
Geoffrey Pruvost, B. Derbel, A. Liefooghe, Ke Li +1 more
2020EvoCOP15 citations Open access
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Multiobjectivization with NSGA-ii on the noiseless BBOB testbed
Thanh-Do Tran, D. Brockhoff, B. Derbel
2013Annual Conference on Genetic and Evolutionary Computation14 citations
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Pareto Local Optimal Solutions Networks with Compression, Enhanced Visualization and Expressiveness
A. Liefooghe, Gabriela Ochoa, S. Vérel, B. Derbel
2023Annual Conference on Genetic and Evolutionary Computation13 citations Open access
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Algorithm selection of anytime algorithms
Alexandre D. Jesus, A. Liefooghe, B. Derbel, L. Paquete
2020Annual Conference on Genetic and Evolutionary Computation12 citations Open access
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A fine-grained message passing MOEA/D
B. Derbel, A. Liefooghe, Gauvain Marquet, E. Talbi
2015IEEE Congress on Evolutionary Computation12 citations Open access
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Using Parallel Strategies to Speed up Pareto Local Search
Jia-Long Shi, Qing-Fu Zhang, B. Derbel, A. Liefooghe +1 more
2017Asia-Pacific Conference on Simulated Evolution and Learning11 citations Open access
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On Maintaining Diversity in MOEA/D: Application to a Biobjective Combinatorial FJSP
Juan José Palacios Alonso, B. Derbel
2015Annual Conference on Genetic and Evolutionary Computation11 citations Open access
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Multi-objective Local Search Based on Decomposition
B. Derbel, A. Liefooghe, Qing-Fu Zhang, Hernán E. Aguirre +1 more
2016Parallel Problem Solving from Nature10 citations Open access
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A Hybrid ILS-VND Based Hyper-heuristic for Permutation Flowshop Scheduling Problem
H. Yahyaoui, S. Krichen, B. Derbel, E. Talbi
2015International Conference on Knowledge-Based Intelligent Information & Engineering Systems10 citations Open access
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Link-Heterogeneous Work Stealing
Trong-Tuan Vu, B. Derbel
20142014 14th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing10 citations
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Multi-objective NK landscapes with heterogeneous objectives
R. Cosson, Roberto Santana, B. Derbel, A. Liefooghe
2022Annual Conference on Genetic and Evolutionary Computation9 citations
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Distributed Adaptive Metaheuristic Selection: Comparisons of Selection Strategies
Christopher Jankee, S. Vérel, B. Derbel, C. Fonlupt
2015Artificial Evolution9 citations Open access
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Surrogate-assisted multi-objective combinatorial optimization based on decomposition and walsh basis
Geoffrey Pruvost, B. Derbel, A. Liefooghe, S. Vérel +1 more
2020Annual Conference on Genetic and Evolutionary Computation8 citations Open access
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Dominance, Indicator and Decomposition Based Search for Multi-objective QAP: Landscape Analysis and Automated Algorithm Selection
A. Liefooghe, S. Vérel, B. Derbel, Hernán E. Aguirre +1 more
2020Parallel Problem Solving from Nature8 citations Open access
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Walsh-based surrogate-assisted multi-objective combinatorial optimization: A fine-grained analysis for pseudo-boolean functions
B. Derbel, Geoffrey Pruvost, A. Liefooghe, S. Vérel +1 more
2023Applied Soft Computing7 citations Open access
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On the design and anytime performance of indicator-based branch and bound for multi-objective combinatorial optimization
Alexandre D. Jesus, L. Paquete, B. Derbel, A. Liefooghe
2021Annual Conference on Genetic and Evolutionary Computation7 citations Open access
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Decomposition-Based Multi-objective Landscape Features and Automated Algorithm Selection
R. Cosson, B. Derbel, A. Liefooghe, Hernán E. Aguirre +2 more
2021EvoCOP7 citations Open access
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Designing parallelism in surrogate-assisted multiobjective optimization based on decomposition
Nicolas Berveglieri, B. Derbel, A. Liefooghe, Hernán E. Aguirre +2 more
2020Annual Conference on Genetic and Evolutionary Computation7 citations Open access
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Surrogate-assisted multiobjective optimization based on decomposition: a comprehensive comparative analysis
Nicolas Berveglieri, B. Derbel, A. Liefooghe, Hernán E. Aguirre +1 more
2019Annual Conference on Genetic and Evolutionary Computation7 citations Open access
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A Parallel Tabu Search for the Large-scale Quadratic Assignment Problem
Omar Abdelkafi, B. Derbel, A. Liefooghe
2019IEEE Congress on Evolutionary Computation7 citations Open access
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Geometric Differential Evolution in MOEA/D: A Preliminary Study
Saúl Zapotecas-Martínez, B. Derbel, A. Liefooghe, Hernán E. Aguirre +1 more
2015Mexican International Conference on Artificial Intelligence7 citations
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On bi-objective combinatorial optimization with heterogeneous objectives
R. Cosson, Roberto Santana, B. Derbel, A. Liefooghe
2024European Journal of Operational Research6 citations Open access
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Fitness landscape analysis to understand and predict algorithm performance for single- and multi-objective optimization
B. Derbel, S. Vérel
2020GECCO Companion6 citations
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Closed state model for understanding the dynamics of MOEAs
H. Monzón, Hernán E. Aguirre, S. Vérel, A. Liefooghe +2 more
2017Annual Conference on Genetic and Evolutionary Computation6 citations Open access
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A Parallel Tabu Search for the Unconstrained Binary Quadratic Programming problem
Jia-Long Shi, Qing-Fu Zhang, B. Derbel, A. Liefooghe
2017IEEE Congress on Evolutionary Computation6 citations Open access
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An Approach for the Local Exploration of Discrete Many Objective Optimization Problems
Oliver Cuate, B. Derbel, A. Liefooghe, E. Talbi +1 more
2017International Conference on Evolutionary Multi-Criterion Optimization6 citations Open access
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Simultaneous optimistic optimization on the noiseless BBOB testbed
B. Derbel, P. Preux
2015IEEE Congress on Evolutionary Computation6 citations
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Scalable Quantum Approximate Optimiser for Pseudo-Boolean Multi-objective Optimisation
Z. Dahi, Francisco Chicano, Gabriel Luque, B. Derbel +1 more
2024Parallel Problem Solving from Nature5 citations
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Fourier Transform-based Surrogates for Permutation Problems
Francisco Chicano, B. Derbel, S. Vérel
2023Annual Conference on Genetic and Evolutionary Computation5 citations Open access
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Cost-vs-accuracy of sampling in multi-objective combinatorial exploratory landscape analysis
R. Cosson, B. Derbel, A. Liefooghe, S. Vérel +3 more
2022Annual Conference on Genetic and Evolutionary Computation5 citations
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Pareto dominance-based MOEAs on problems with difficult pareto set topologies
Yuri Marca, Hernán E. Aguirre, Saúl Zapotecas, A. Liefooghe +3 more
2018Annual Conference on Genetic and Evolutionary Computation5 citations Open access
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A Fitness Landscape Analysis of Pareto Local Search on Bi-objective Permutation Flowshop Scheduling Problems
A. Liefooghe, B. Derbel, S. Vérel, Hernán E. Aguirre +1 more
2017International Conference on Evolutionary Multi-Criterion Optimization5 citations Open access
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Learning Variable Importance to Guide Recombination on Many-Objective Optimization
Miyako Sagawa, Hernán E. Aguirre, F. Daolio, A. Liefooghe +3 more
2017IIAI International Conference on Advanced Applied Informatics5 citations Open access
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Learning variable importance to guide recombination
Miyako Sagawa, Hernán E. Aguirre, F. Daolio, A. Liefooghe +3 more
2016IEEE Symposium Series on Computational Intelligence5 citations Open access
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Parallel pareto local search revisited: first experimental results on bi-objective UBQP
Jia-Long Shi, Qing-Fu Zhang, B. Derbel, A. Liefooghe +1 more
2018Annual Conference on Genetic and Evolutionary Computation3 citations Open access
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A Fitness Cloud Model for Adaptive Metaheuristic Selection Methods
Christopher Jankee, S. Vérel, B. Derbel, C. Fonlupt
2016Parallel Problem Solving from Nature3 citations Open access
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On the Impact of Scalarizing Functions on Evolutionary Multiobjective Optimization
B. Derbel, D. Brockhoff, A. Liefooghe, S. Vérel
20143 citations
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