Bilel Derbel

According to our database, Bilel Derbel authored at least 95 papers between 2003 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Walsh-based surrogate-assisted multi-objective combinatorial optimization: A fine-grained analysis for pseudo-boolean functions.

Bilel Derbel, Geoffrey Pruvost, Arnaud Liefooghe, Sébastien Vérel, Qingfu Zhang

Appl. Soft Comput., March, 2023

Pareto Local Optimal Solutions Networks with Compression, Enhanced Visualization and Expressiveness.

Arnaud Liefooghe, Gabriela Ochoa, Sébastien Vérel, Bilel Derbel

Proceedings of the Genetic and Evolutionary Computation Conference, 2023

Local Optima Markov Chain: A New Tool for Landscape-aware Analysis of Algorithm Dynamics.

Francisco Chicano, Gabriela Ochoa, Bilel Derbel, Lorenzo Canonne

Proceedings of the Genetic and Evolutionary Computation Conference, 2023

Fourier Transform-based Surrogates for Permutation Problems.

Francisco Chicano, Bilel Derbel, Sébastien Vérel

Proceedings of the Genetic and Evolutionary Computation Conference, 2023

To Combine or not to Combine Graybox Crossover and Local Search?

Lorenzo Canonne, Bilel Derbel, Francisco Chicano, Gabriela Ochoa

Proceedings of the Genetic and Evolutionary Computation Conference, 2023

2022

Moead-framework: a modular MOEA/D Python framework.

Geoffrey Pruvost, Bilel Derbel, Arnaud Liefooghe

J. Open Source Softw., October, 2022

Scaling the SOO Global Blackbox Optimizer on a 128-core Architecture.

David Redon, Bilel Derbel, Pierre Fortin

Proceedings of the 29th IEEE International Conference on High Performance Computing, 2022

Boomerang-shaped neural embeddings for NK landscapes.

Roberto Santana, Arnaud Liefooghe, Bilel Derbel

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022

Multi-objective NK landscapes with heterogeneous objectives.

Raphaël Cosson, Roberto Santana, Bilel Derbel, Arnaud Liefooghe

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022

Cost-vs-accuracy of sampling in multi-objective combinatorial exploratory landscape analysis.

Raphaël Cosson, Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel, Hernán E. Aguirre, Qingfu Zhang, Kiyoshi Tanaka

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022

Drils revisited: on the combination of perturbation with graybox optimization techniques.

Lorenzo Canonne, Bilel Derbel

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022

2021

Motion Estimation via Scale-Space in Unsupervised Deep Learning.

Jaehwan Kim, Bilel Derbel, Byung-Woo Hong

Proceedings of the International Conference on Information Networking, 2021

Convolutional Neural Networks based on Random Kernels in the Frequency Domain.

Yuna Han, Bilel Derbel, Byung-Woo Hong

Proceedings of the International Conference on Information Networking, 2021

On the design and anytime performance of indicator-based branch and bound for multi-objective combinatorial optimization.

Alexandre D. Jesus, Luís Paquete, Bilel Derbel, Arnaud Liefooghe

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

A graph coloring based parallel hill climber for large-scale NK-landscapes.

Bilel Derbel, Lorenzo Canonne

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Decomposition-Based Multi-objective Landscape Features and Automated Algorithm Selection.

Raphaël Cosson, Bilel Derbel, Arnaud Liefooghe, Hernán E. Aguirre, Kiyoshi Tanaka, Qingfu Zhang

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2021

Enhancing Moea/d with Escape Mechanisms.

Bilel Derbel, Geoffrey Pruvost, Byung-Woo Hong

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020

Landscape-Aware Performance Prediction for Evolutionary Multiobjective Optimization.

Arnaud Liefooghe, Fabio Daolio, Sébastien Vérel, Bilel Derbel, Hernán E. Aguirre, Kiyoshi Tanaka

IEEE Trans. Evol. Comput., 2020

Surrogate Assisted Evolutionary Algorithm for Medium Scale Expensive Multi-Objective Optimisation Problems.

Xiaoran Ruan, Ke Li, Bilel Derbel, Arnaud Liefooghe

CoRR, 2020

Dominance, Indicator and Decomposition Based Search for Multi-objective QAP: Landscape Analysis and Automated Algorithm Selection.

Arnaud Liefooghe, Sébastien Vérel, Bilel Derbel, Hernán E. Aguirre, Kiyoshi Tanaka

Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

On Stochastic Fitness Landscapes: Local Optimality and Fitness Landscape Analysis for Stochastic Search Operators.

Brahim Aboutaib, Sébastien Vérel, Cyril Fonlupt, Bilel Derbel, Arnaud Liefooghe, Belaïd Ahiod

Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

On the Design of a Partition Crossover for the Quadratic Assignment Problem.

Omar Abdelkafi, Bilel Derbel, Arnaud Liefooghe, Darrell Whitley

Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

Surrogate assisted evolutionary algorithm for medium scale multi-objective optimisation problems.

Xiaoran Ruan, Ke Li, Bilel Derbel, Arnaud Liefooghe

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Surrogate-assisted multi-objective combinatorial optimization based on decomposition and walsh basis.

Geoffrey Pruvost, Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel, Qingfu Zhang

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Algorithm selection of anytime algorithms.

Alexandre D. Jesus, Arnaud Liefooghe, Bilel Derbel, Luís Paquete

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Fitness landscape analysis to understand and predict algorithm performance for single- and multi-objective optimization.

Bilel Derbel, Sébastien Vérel

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Designing parallelism in surrogate-assisted multiobjective optimization based on decomposition.

Nicolas Berveglieri, Bilel Derbel, Arnaud Liefooghe, Hernán E. Aguirre, Qingfu Zhang, Kiyoshi Tanaka

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

On the Combined Impact of Population Size and Sub-problem Selection in MOEA/D.

Geoffrey Pruvost, Bilel Derbel, Arnaud Liefooghe, Ke Li, Qingfu Zhang

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2020

Dynamic Compartmental Models for Large Multi-objective Landscapes and Performance Estimation.

Hugo Monzón, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2020

2019

Dynamic compartmental models for algorithm analysis and population size estimation.

Hugo Monzón, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Studying com partmental models interpolation to estimate MOEAs population size.

Hugo Monzón, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Surrogate-assisted multiobjective optimization based on decomposition: a comprehensive comparative analysis.

Nicolas Berveglieri, Bilel Derbel, Arnaud Liefooghe, Hernán E. Aguirre, Kiyoshi Tanaka

Proceedings of the Genetic and Evolutionary Computation Conference, 2019

New features for continuous exploratory landscape analysis based on the SOO tree.

Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka

Proceedings of the 15th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, 2019

Approximating Pareto Set Topology by Cubic Interpolation on Bi-objective Problems.

Yuri Marca, Hernán E. Aguirre, Saúl Zapotecas Martínez, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Kiyoshi Tanaka

Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

Estimating Relevance of Variables for Effective Recombination.

Taishi Ito, Hernán E. Aguirre, Kiyoshi Tanaka, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel

Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

A Parallel Tabu Search for the Large-scale Quadratic Assignment Problem.

Omar Abdelkafi, Bilel Derbel, Arnaud Liefooghe

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018

A Surrogate Model Based on Walsh Decomposition for Pseudo-Boolean Functions.

Sébastien Vérel, Bilel Derbel, Arnaud Liefooghe, Hernán E. Aguirre, Kiyoshi Tanaka

Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

On Pareto Local Optimal Solutions Networks.

Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Manuel López-Ibáñez, Hernán E. Aguirre, Kiyoshi Tanaka

Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

Parallel pareto local search revisited: first experimental results on bi-objective UBQP.

Jialong Shi, Qingfu Zhang, Bilel Derbel, Arnaud Liefooghe, Jianyong Sun

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

Studying MOEAs dynamics and their performance using a three compartmental model.

Hugo Monzón, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Pareto dominance-based MOEAs on problems with difficult pareto set topologies.

Yuri Marca, Hernán E. Aguirre, Saúl Zapotecas Martínez, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Kiyoshi Tanaka

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

A set-oriented MOEA/D.

Bilel Derbel, Arnaud Liefooghe, Qingfu Zhang, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

2017

Using Parallel Strategies to Speed up Pareto Local Search.

Jialong Shi, Qingfu Zhang, Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel

Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017

Analysis of a Batch Strategy for a Master-Worker Adaptive Selection Algorithm Framework.

Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt

Proceedings of the 9th International Joint Conference on Computational Intelligence, 2017

Learning Variable Importance to Guide Recombination on Many-Objective Optimization.

Miyako Sagawa, Hernán E. Aguirre, Fabio Daolio, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Kiyoshi Tanaka

Proceedings of the 6th IIAI International Congress on Advanced Applied Informatics, 2017

Closed state model for understanding the dynamics of MOEAs.

Hugo Monzón, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Towards Landscape-Aware Automatic Algorithm Configuration: Preliminary Experiments on Neutral and Rugged Landscapes.

Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2017

A Fitness Landscape Analysis of Pareto Local Search on Bi-objective Permutation Flowshop Scheduling Problems.

Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka

Proceedings of the Evolutionary Multi-Criterion Optimization, 2017

An Approach for the Local Exploration of Discrete Many Objective Optimization Problems.

Oliver Cuate, Bilel Derbel, Arnaud Liefooghe, El-Ghazali Talbi, Oliver Schütze

Proceedings of the Evolutionary Multi-Criterion Optimization, 2017

A Parallel Tabu Search for the Unconstrained Binary Quadratic Programming problem.

Jialong Shi, Qingfu Zhang, Bilel Derbel, Arnaud Liefooghe

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

On the Design of a Master-Worker Adaptive Algorithm Selection Framework.

Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt

Proceedings of the Artificial Evolution, 2017

2016

Parallel Branch-and-Bound in multi-core multi-CPU multi-GPU heterogeneous environments.

Trong-Tuan Vu, Bilel Derbel

Future Gener. Comput. Syst., 2016

Learning variable importance to guide recombination.

Miyako Sagawa, Hernán E. Aguirre, Fabio Daolio, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Kiyoshi Tanaka

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

A Fitness Cloud Model for Adaptive Metaheuristic Selection Methods.

Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt

Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

Multi-objective Local Search Based on Decomposition.

Bilel Derbel, Arnaud Liefooghe, Qingfu Zhang, Hernán E. Aguirre, Kiyoshi Tanaka

Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

A Correlation Analysis of Set Quality Indicator Values in Multiobjective Optimization.

Arnaud Liefooghe, Bilel Derbel

Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

Local Search Move Strategies within MOEA/D.

Bilel Derbel, Arnaud Liefooghe, Qingfu Zhang, Hernán E. Aguirre, Kiyoshi Tanaka

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Experiments on Greedy and Local Search Heuristics for <i>d</i>dimensional Hypervolume Subset Selection.

Matthieu Basseur, Bilel Derbel, Adrien Goëffon, Arnaud Liefooghe

Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

2015

CHRA: a coloring based hierarchical routing algorithm.

Imen Jemili, Dhouha Ghrab, Amine Dhraief, Abdelfettah Belghith, Bilel Derbel, Ahmad S. Al-Mogren, Hassan Mathkour

J. Ambient Intell. Humaniz. Comput., 2015

Feature Cluster on "Evolutionary multiobjective optimization".

Dimo Brockhoff, Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel

Eur. J. Oper. Res., 2015

Geometric Differential Evolution in MOEA/D: A Preliminary Study.

Saúl Zapotecas Martínez, Bilel Derbel, Arnaud Liefooghe, Hernán E. Aguirre, Kiyoshi Tanaka

Proceedings of the Advances in Artificial Intelligence and Soft Computing, 2015

A Hybrid ILS-VND Based Hyper-heuristic for Permutation Flowshop Scheduling Problem.

Hiba Yahyaoui, Saoussen Krichen, Bilel Derbel, El-Ghazali Talbi

Proceedings of the 19th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2015

Injecting CMA-ES into MOEA/D.

Saúl Zapotecas Martínez, Bilel Derbel, Arnaud Liefooghe, Dimo Brockhoff, Hernán E. Aguirre, Kiyoshi Tanaka

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

New Adaptive Selection Strategies for Distributed Adaptive Metaheuristic Selection.

Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

On Maintaining Diversity in MOEA/D: Application to a Biobjective Combinatorial FJSP.

Juan José Palacios Alonso, Bilel Derbel

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Simultaneous optimistic optimization on the noiseless BBOB testbed.

Bilel Derbel, Philippe Preux

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

A fine-grained message passing MOEA/D.

Bilel Derbel, Arnaud Liefooghe, Gauvain Marquet, El-Ghazali Talbi

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Distributed Adaptive Metaheuristic Selection: Comparisons of Selection Strategies.

Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt

Proceedings of the Artificial Evolution, 2015

2014

Distributed localized bi-objective search.

Bilel Derbel, Jérémie Humeau, Arnaud Liefooghe, Sébastien Vérel

Eur. J. Oper. Res., 2014

An Analysis of Differential Evolution Parameters on Rotated Bi-objective Optimization Functions.

Martin Drozdik, Kiyoshi Tanaka, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel

Proceedings of the Simulated Evolution and Learning - 10th International Conference, 2014

Shake Them All! - Rethinking Selection and Replacement in MOEA/D.

Gauvain Marquet, Bilel Derbel, Arnaud Liefooghe, El-Ghazali Talbi

Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

On the Impact of Multiobjective Scalarizing Functions.

Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe, Sébastien Vérel

Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

Link-Heterogeneous Work Stealing.

Trong-Tuan Vu, Bilel Derbel

Proceedings of the 14th IEEE/ACM International Symposium on Cluster, 2014

2013

Adaptive Dynamic Load Balancing in Heterogeneous Multiple GPUs-CPUs Distributed Setting: Case Study of B&B Tree Search.

Trong-Tuan Vu, Bilel Derbel, Nouredine Melab

Proceedings of the Learning and Intelligent Optimization - 7th International Conference, 2013

Collision aware coloring algorithm for wireless sensor networks.

Imen Jemili, Dhouha Ghrab, Abdelfettah Belghith, Bilel Derbel, Amine Dhraief

Proceedings of the 2013 9th International Wireless Communications and Mobile Computing Conference, 2013

Multiobjectivization with NSGA-ii on the noiseless BBOB testbed.

Thanh-Do Tran, Dimo Brockhoff, Bilel Derbel

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Force-Based Cooperative Search Directions in Evolutionary Multi-objective Optimization.

Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe

Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

Coloring based Hierarchical Routing Approach.

Dhouha Ghrab, Bilel Derbel, Imen Jemili, Amine Dhraief, Abdelfettah Belghith, El-Ghazali Talbi

Proceedings of the 4th International Conference on Ambient Systems, 2013

2012

On neighborhood tree search.

Houda Derbel, Bilel Derbel

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Overlay-Centric Load Balancing: Applications to UTS and B&B.

Trong-Tuan Vu, Bilel Derbel, Ali Asim, Ahcène Bendjoudi, Nouredine Melab

Proceedings of the 2012 IEEE International Conference on Cluster Computing, 2012

2011

Distributed B&B: A Pure Peer-to-Peer Approach.

Mathieu Djamaï, Bilel Derbel, Nouredine Melab

Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

DAMS: distributed adaptive metaheuristic selection.

Bilel Derbel, Sébastien Vérel

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010

Sublinear Fully Distributed Partition with Applications.

Bilel Derbel, Mohamed Mosbah, Akka Zemmari

Theory Comput. Syst., 2010

Distributed Node Coloring in the SINR Model.

Bilel Derbel, El-Ghazali Talbi

Proceedings of the 2010 International Conference on Distributed Computing Systems, 2010

Radio Network Distributed Algorithms in the Unknown Neighborhood Model.

Bilel Derbel, El-Ghazali Talbi

Proceedings of the Distributed Computing and Networking, 11th International Conference, 2010

2009

Local Computation of Nearly Additive Spanners.

Bilel Derbel, Cyril Gavoille, David Peleg, Laurent Viennot

Proceedings of the Distributed Computing, 23rd International Symposium, 2009

2008

Fast deterministic distributed algorithms for sparse spanners.

Bilel Derbel, Cyril Gavoille

Theor. Comput. Sci., 2008

Local Maps: New Insights into Mobile Agent Algorithms.

Bilel Derbel

Proceedings of the Distributed Computing, 22nd International Symposium, 2008

On the locality of distributed sparse spanner construction.

Bilel Derbel, Cyril Gavoille, David Peleg, Laurent Viennot

Proceedings of the Twenty-Seventh Annual ACM Symposium on Principles of Distributed Computing, 2008

Mobile Agents Implementing Local Computations in Graphs.

Bilel Derbel, Mohamed Mosbah, Stefan Gruner

Proceedings of the Graph Transformations, 4th International Conference, 2008

2007

Deterministic Distributed Construction of Linear Stretch Spanners in Polylogarithmic Time.

Bilel Derbel, Cyril Gavoille, David Peleg

Proceedings of the Distributed Computing, 21st International Symposium, 2007

2006

Fast distributed graph partition and application.

Bilel Derbel, Mohamed Mosbah, Akka Zemmari

Proceedings of the 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), 2006

Efficient Distributed Handshake Using Mobile Agents.

Bilel Derbel

Proceedings of the Distributed Computing and Networking, 8th International Conference, 2006

2005

Distributed Graph Traversals by Relabelling Systems with Applications.

Bilel Derbel, Mohamed Mosbah

Proceedings of the Workshop on Graph Transformation for Verification and Concurrency, 2005

2003

Distributing the Execution of a Distributed Algorithm over a Network.

Bilel Derbel, Mohamed Mosbah

Proceedings of the Seventh International Conference on Information Visualization, 2003