Bilel Derbel

ORCID

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 59

Top Venues

Publications

Francisco Chicano, Gabriela Ochoa, Bilel Derbel, Lorenzo Canonne
Local Optima Markov Chain: A New Tool for Landscape-aware Analysis of Algorithm Dynamics. GECCO (2023)
Francisco Chicano, Bilel Derbel, Sébastien Vérel
Fourier Transform-based Surrogates for Permutation Problems. GECCO (2023)
Lorenzo Canonne, Bilel Derbel, Francisco Chicano, Gabriela Ochoa
To Combine or not to Combine Graybox Crossover and Local Search? GECCO (2023)
Arnaud Liefooghe, Gabriela Ochoa, Sébastien Vérel, Bilel Derbel
Pareto Local Optimal Solutions Networks with Compression, Enhanced Visualization and Expressiveness. GECCO (2023)
Bilel Derbel, Geoffrey Pruvost, Arnaud Liefooghe, Sébastien Vérel, Qingfu Zhang
Walsh-based surrogate-assisted multi-objective combinatorial optimization: A fine-grained analysis for pseudo-boolean functions. Appl. Soft Comput. 136 (2023)
Raphaël Cosson, Roberto Santana, Bilel Derbel, Arnaud Liefooghe
Multi-objective NK landscapes with heterogeneous objectives. GECCO (2022)
Geoffrey Pruvost, Bilel Derbel, Arnaud Liefooghe
Moead-framework: a modular MOEA/D Python framework. J. Open Source Softw. 7 (78) (2022)
Lorenzo Canonne, Bilel Derbel
Drils revisited: on the combination of perturbation with graybox optimization techniques. GECCO (2022)
Raphaël Cosson, Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel, Hernán E. Aguirre, Qingfu Zhang, Kiyoshi Tanaka
Cost-vs-accuracy of sampling in multi-objective combinatorial exploratory landscape analysis. GECCO (2022)
David Redon, Bilel Derbel, Pierre Fortin
Scaling the SOO Global Blackbox Optimizer on a 128-core Architecture. HIPC (2022)
Roberto Santana, Arnaud Liefooghe, Bilel Derbel
Boomerang-shaped neural embeddings for NK landscapes. GECCO (2022)
Bilel Derbel, Lorenzo Canonne
A graph coloring based parallel hill climber for large-scale NK-landscapes. GECCO (2021)
Jaehwan Kim, Bilel Derbel, Byung-Woo Hong
Motion Estimation via Scale-Space in Unsupervised Deep Learning. ICOIN (2021)
Bilel Derbel, Geoffrey Pruvost, Byung-Woo Hong
Enhancing Moea/d with Escape Mechanisms. CEC (2021)
Yuna Han, Bilel Derbel, Byung-Woo Hong
Convolutional Neural Networks based on Random Kernels in the Frequency Domain. ICOIN (2021)
Alexandre D. Jesus, Luís Paquete, Bilel Derbel, Arnaud Liefooghe
On the design and anytime performance of indicator-based branch and bound for multi-objective combinatorial optimization. GECCO (2021)
Raphaël Cosson, Bilel Derbel, Arnaud Liefooghe, Hernán E. Aguirre, Kiyoshi Tanaka, Qingfu Zhang
Decomposition-Based Multi-objective Landscape Features and Automated Algorithm Selection. EvoCOP (2021)
Hugo Monzón, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka
Dynamic Compartmental Models for Large Multi-objective Landscapes and Performance Estimation. EvoCOP (2020)
Omar Abdelkafi, Bilel Derbel, Arnaud Liefooghe, Darrell Whitley
On the Design of a Partition Crossover for the Quadratic Assignment Problem. PPSN (1) (2020)
Geoffrey Pruvost, Bilel Derbel, Arnaud Liefooghe, Ke Li, Qingfu Zhang
On the Combined Impact of Population Size and Sub-problem Selection in MOEA/D. EvoCOP (2020)
Arnaud Liefooghe, Fabio Daolio, Sébastien Vérel, Bilel Derbel, Hernán E. Aguirre, Kiyoshi Tanaka
Landscape-Aware Performance Prediction for Evolutionary Multiobjective Optimization. IEEE Trans. Evol. Comput. 24 (6) (2020)
Geoffrey Pruvost, Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel, Qingfu Zhang
Surrogate-assisted multi-objective combinatorial optimization based on decomposition and walsh basis. GECCO (2020)
Xiaoran Ruan, Ke Li, Bilel Derbel, Arnaud Liefooghe
Surrogate Assisted Evolutionary Algorithm for Medium Scale Expensive Multi-Objective Optimisation Problems. CoRR (2020)
Nicolas Berveglieri, Bilel Derbel, Arnaud Liefooghe, Hernán E. Aguirre, Qingfu Zhang, Kiyoshi Tanaka
Designing parallelism in surrogate-assisted multiobjective optimization based on decomposition. GECCO (2020)
Bilel Derbel, Sébastien Vérel
Fitness landscape analysis to understand and predict algorithm performance for single- and multi-objective optimization. GECCO Companion (2020)
Xiaoran Ruan, Ke Li, Bilel Derbel, Arnaud Liefooghe
Surrogate assisted evolutionary algorithm for medium scale multi-objective optimisation problems. GECCO (2020)
Arnaud Liefooghe, Sébastien Vérel, Bilel Derbel, Hernán E. Aguirre, Kiyoshi Tanaka
Dominance, Indicator and Decomposition Based Search for Multi-objective QAP: Landscape Analysis and Automated Algorithm Selection. PPSN (1) (2020)
Brahim Aboutaib, Sébastien Vérel, Cyril Fonlupt, Bilel Derbel, Arnaud Liefooghe, Belaïd Ahiod
On Stochastic Fitness Landscapes: Local Optimality and Fitness Landscape Analysis for Stochastic Search Operators. PPSN (2) (2020)
Alexandre D. Jesus, Arnaud Liefooghe, Bilel Derbel, Luís Paquete
Algorithm selection of anytime algorithms. GECCO (2020)
Geoffrey Pruvost, Bilel Derbel, Arnaud Liefooghe, Ke Li, Qingfu Zhang
On the Combined Impact of Population Size and Sub-problem Selection in MOEA/D. CoRR (2020)
Taishi Ito, Hernán E. Aguirre, Kiyoshi Tanaka, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel
Estimating Relevance of Variables for Effective Recombination. EMO (2019)
Yuri Marca, Hernán E. Aguirre, Saúl Zapotecas Martínez, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Kiyoshi Tanaka
Approximating Pareto Set Topology by Cubic Interpolation on Bi-objective Problems. EMO (2019)
Omar Abdelkafi, Bilel Derbel, Arnaud Liefooghe
A Parallel Tabu Search for the Large-scale Quadratic Assignment Problem. CEC (2019)
Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka
New features for continuous exploratory landscape analysis based on the SOO tree. FOGA (2019)
Hugo Monzón, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka
Dynamic compartmental models for algorithm analysis and population size estimation. GECCO (Companion) (2019)
Nicolas Berveglieri, Bilel Derbel, Arnaud Liefooghe, Hernán E. Aguirre, Kiyoshi Tanaka
Surrogate-assisted multiobjective optimization based on decomposition: a comprehensive comparative analysis. GECCO (2019)
Hugo Monzón, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka
Studying com partmental models interpolation to estimate MOEAs population size. GECCO (Companion) (2019)
Sébastien Vérel, Bilel Derbel, Arnaud Liefooghe, Hernán E. Aguirre, Kiyoshi Tanaka
A Surrogate Model Based on Walsh Decomposition for Pseudo-Boolean Functions. PPSN (2) (2018)
Jialong Shi, Qingfu Zhang, Bilel Derbel, Arnaud Liefooghe, Jianyong Sun
Parallel pareto local search revisited: first experimental results on bi-objective UBQP. GECCO (2018)
Yuri Marca, Hernán E. Aguirre, Saúl Zapotecas Martínez, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Kiyoshi Tanaka
Pareto dominance-based MOEAs on problems with difficult pareto set topologies. GECCO (Companion) (2018)
Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Manuel López-Ibáñez, Hernán E. Aguirre, Kiyoshi Tanaka
On Pareto Local Optimal Solutions Networks. PPSN (2) (2018)
Hugo Monzón, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka
Studying MOEAs dynamics and their performance using a three compartmental model. GECCO (Companion) (2018)
Bilel Derbel, Arnaud Liefooghe, Qingfu Zhang, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka
A set-oriented MOEA/D. GECCO (2018)
Oliver Cuate, Bilel Derbel, Arnaud Liefooghe, El-Ghazali Talbi, Oliver Schütze
An Approach for the Local Exploration of Discrete Many Objective Optimization Problems. EMO (2017)
Jialong Shi, Qingfu Zhang, Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel
Using Parallel Strategies to Speed up Pareto Local Search. SEAL (2017)
Jialong Shi, Qingfu Zhang, Bilel Derbel, Arnaud Liefooghe
A Parallel Tabu Search for the Unconstrained Binary Quadratic Programming problem. CEC (2017)
Miyako Sagawa, Hernán E. Aguirre, Fabio Daolio, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Kiyoshi Tanaka
Learning Variable Importance to Guide Recombination on Many-Objective Optimization. IIAI-AAI (2017)
Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka
A Fitness Landscape Analysis of Pareto Local Search on Bi-objective Permutation Flowshop Scheduling Problems. EMO (2017)
Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka
Towards Landscape-Aware Automatic Algorithm Configuration: Preliminary Experiments on Neutral and Rugged Landscapes. EvoCOP (2017)
Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt
On the Design of a Master-Worker Adaptive Algorithm Selection Framework. Artificial Evolution (2017)
Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt
Analysis of a Batch Strategy for a Master-Worker Adaptive Selection Algorithm Framework. IJCCI (2017)
Hugo Monzón, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka
Closed state model for understanding the dynamics of MOEAs. GECCO (2017)
Bilel Derbel, Arnaud Liefooghe, Qingfu Zhang, Hernán E. Aguirre, Kiyoshi Tanaka
Multi-objective Local Search Based on Decomposition. PPSN (2016)
Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt
A Fitness Cloud Model for Adaptive Metaheuristic Selection Methods. PPSN (2016)
Bilel Derbel, Arnaud Liefooghe, Qingfu Zhang, Hernán E. Aguirre, Kiyoshi Tanaka
Local Search Move Strategies within MOEA/D. GECCO (Companion) (2016)
Matthieu Basseur, Bilel Derbel, Adrien Goëffon, Arnaud Liefooghe
dimensional Hypervolume Subset Selection. GECCO (2016)
Trong-Tuan Vu, Bilel Derbel
Parallel Branch-and-Bound in multi-core multi-CPU multi-GPU heterogeneous environments. Future Gener. Comput. Syst. 56 (2016)
Miyako Sagawa, Hernán E. Aguirre, Fabio Daolio, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Kiyoshi Tanaka
Learning variable importance to guide recombination. SSCI (2016)
Arnaud Liefooghe, Bilel Derbel
A Correlation Analysis of Set Quality Indicator Values in Multiobjective Optimization. GECCO (2016)
Juan José Palacios Alonso, Bilel Derbel
On Maintaining Diversity in MOEA/D: Application to a Biobjective Combinatorial FJSP. GECCO (2015)
Imen Jemili, Dhouha Ghrab, Amine Dhraief, Abdelfettah Belghith, Bilel Derbel, Ahmad S. Al-Mogren, Hassan Mathkour
CHRA: a coloring based hierarchical routing algorithm. J. Ambient Intell. Humaniz. Comput. 6 (1) (2015)
Saúl Zapotecas Martínez, Bilel Derbel, Arnaud Liefooghe, Hernán E. Aguirre, Kiyoshi Tanaka
Geometric Differential Evolution in MOEA/D: A Preliminary Study. MICAI (1) (2015)
Dimo Brockhoff, Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel
Feature Cluster on "Evolutionary multiobjective optimization". Eur. J. Oper. Res. 243 (2) (2015)
Hiba Yahyaoui, Saoussen Krichen, Bilel Derbel, El-Ghazali Talbi
A Hybrid ILS-VND Based Hyper-heuristic for Permutation Flowshop Scheduling Problem. KES (2015)
Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt
Distributed Adaptive Metaheuristic Selection: Comparisons of Selection Strategies. Artificial Evolution (2015)
Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt
New Adaptive Selection Strategies for Distributed Adaptive Metaheuristic Selection. GECCO (Companion) (2015)
Bilel Derbel, Arnaud Liefooghe, Gauvain Marquet, El-Ghazali Talbi
A fine-grained message passing MOEA/D. CEC (2015)
Saúl Zapotecas Martínez, Bilel Derbel, Arnaud Liefooghe, Dimo Brockhoff, Hernán E. Aguirre, Kiyoshi Tanaka
Injecting CMA-ES into MOEA/D. GECCO (2015)
Bilel Derbel, Philippe Preux
Simultaneous optimistic optimization on the noiseless BBOB testbed. CEC (2015)
Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe, Sébastien Vérel
On the Impact of Multiobjective Scalarizing Functions. CoRR (2014)
Trong-Tuan Vu, Bilel Derbel
Link-Heterogeneous Work Stealing. CCGRID (2014)
Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe, Sébastien Vérel
On the Impact of Multiobjective Scalarizing Functions. PPSN (2014)
Martin Drozdik, Kiyoshi Tanaka, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel
An Analysis of Differential Evolution Parameters on Rotated Bi-objective Optimization Functions. SEAL (2014)
Bilel Derbel, Jérémie Humeau, Arnaud Liefooghe, Sébastien Vérel
Distributed localized bi-objective search. Eur. J. Oper. Res. 239 (3) (2014)
Gauvain Marquet, Bilel Derbel, Arnaud Liefooghe, El-Ghazali Talbi
Shake Them All! - Rethinking Selection and Replacement in MOEA/D. PPSN (2014)
Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe
Force-Based Cooperative Search Directions in Evolutionary Multi-objective Optimization. EMO (2013)
Imen Jemili, Dhouha Ghrab, Abdelfettah Belghith, Bilel Derbel, Amine Dhraief
Collision aware coloring algorithm for wireless sensor networks. IWCMC (2013)
Dhouha Ghrab, Bilel Derbel, Imen Jemili, Amine Dhraief, Abdelfettah Belghith, El-Ghazali Talbi
Coloring based Hierarchical Routing Approach. ANT/SEIT (2013)
Thanh-Do Tran, Dimo Brockhoff, Bilel Derbel
Multiobjectivization with NSGA-ii on the noiseless BBOB testbed. GECCO (Companion) (2013)
Trong-Tuan Vu, Bilel Derbel, Nouredine Melab
Adaptive Dynamic Load Balancing in Heterogeneous Multiple GPUs-CPUs Distributed Setting: Case Study of B&B Tree Search. LION (2013)
Houda Derbel, Bilel Derbel
On Neighborhood Tree Search CoRR (2012)
Houda Derbel, Bilel Derbel
On neighborhood tree search. GECCO (2012)
Bilel Derbel, Sébastien Vérel
DAMS: Distributed Adaptive Metaheuristic Selection CoRR (2012)
Trong-Tuan Vu, Bilel Derbel, Ali Asim, Ahcène Bendjoudi, Nouredine Melab
Overlay-Centric Load Balancing: Applications to UTS and B&B. CLUSTER (2012)
Bilel Derbel, Sébastien Vérel
DAMS: distributed adaptive metaheuristic selection. GECCO (2011)
Mathieu Djamaï, Bilel Derbel, Nouredine Melab
Distributed B&B: A Pure Peer-to-Peer Approach. IPDPS Workshops (2011)
Bilel Derbel, El-Ghazali Talbi
Radio Network Distributed Algorithms in the Unknown Neighborhood Model. ICDCN (2010)
Bilel Derbel, Mohamed Mosbah, Akka Zemmari
Sublinear Fully Distributed Partition with Applications. Theory Comput. Syst. 47 (2) (2010)
Bilel Derbel, El-Ghazali Talbi
Distributed Node Coloring in the SINR Model. ICDCS (2010)
Bilel Derbel, Cyril Gavoille, David Peleg, Laurent Viennot
Local Computation of Nearly Additive Spanners. DISC (2009)
Bilel Derbel
Local Maps: New Insights into Mobile Agent Algorithms. DISC (2008)
Bilel Derbel, Cyril Gavoille
Fast deterministic distributed algorithms for sparse spanners. Theor. Comput. Sci. 399 (1-2) (2008)
Bilel Derbel, Mohamed Mosbah, Stefan Gruner
Mobile Agents Implementing Local Computations in Graphs. ICGT (2008)
Bilel Derbel, Cyril Gavoille, David Peleg, Laurent Viennot
On the locality of distributed sparse spanner construction. PODC (2008)
Bilel Derbel, Cyril Gavoille, David Peleg
Deterministic Distributed Construction of Linear Stretch Spanners in Polylogarithmic Time. DISC (2007)
Bilel Derbel, Cyril Gavoille
Fast Deterministic Distributed Algorithms for Sparse Spanners. SIROCCO (2006)
Bilel Derbel
Efficient Distributed Handshake Using Mobile Agents. ICDCN (2006)
Bilel Derbel, Mohamed Mosbah
Distributed Graph Traversals by Relabelling Systems with Applications. Electron. Notes Theor. Comput. Sci. 154 (2) (2006)
Bilel Derbel, Mohamed Mosbah, Akka Zemmari
Fast distributed graph partition and application. IPDPS (2006)
Bilel Derbel, Mohamed Mosbah
Distributing the Execution of a Distributed Algorithm over a Network. IV (2003)

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Publication Activity (10 Years)

Top Topics

Top Venues

Bilel Derbel