Bilel Derbel - RankMe

114 papers A* 1A 34B 16C 8Misc 3Journal 19Unranked 33

Year	Rank	Type	Title / Venue / Authors
2026	B	`conf`	Gray-Box Bi-objective Boolean Optimization Using Deterministic Recombination with Iterated Local Search. EvoCOP Surendra Kurivella, Darrell Whitley, Francisco Chicano, Gabriela Ochoa, Francesco Cecere, Bilel Derbel
2026	B	`conf`	Gray-Box Enhanced Decomposition-Based Local Search for Multi-objective NK-Landscapes. EvoCOP Francesco Cecere, Bilel Derbel, Darrell Whitley, Surendra Kurivella
2025	—	`conf`	A Dynamic Penalty Approach in MOEA/D for Constraint Handling in Multi-objective Problems. MICAI (2)" Miguel A. Jiménez-Domínguez, Néstor A. García-Rojas, Saúl Zapotecas Martínez, Bilel Derbel, Carlos A. Coello Coello
2025	—	`conf`	A Multi-objective Decomposition-Based MOPSO with Dynamic Adaptive Penalization for CMOPs. MICAI (Workshops, 1) Néstor A. García-Rojas, Miguel A. Jiménez-Domínguez, Saúl Zapotecas Martínez, Raquel Díaz-Hernández, Leopoldo Altamirano Robles, Bilel Derbel
2025	—	`conf`	A Simple Combination of Local Search and MOEAD for Combinatorial Multi-objective Optimization. GECCO Companion Bilel Derbel
2025	—	`conf`	Constrained Multi-Objective Optimization with dMOPSO: An Adaptive Penalty Approach. CAI Néstor A. García-Rojas, Miguel A. Jiménez-Domínguez, Saúl Zapotecas Martínez, Raquel Díaz-Hernández, Leopoldo Altamirano Robles, Bilel Derbel
2025	J	`jnl`	Massively Parallel CMA-ES With Increasing Population. Concurr. Comput. Pract. Exp. David Redon, Pierre Fortin, Bilel Derbel, Miwako Tsuji, Mitsuhisa Sato
2025	—	`conf`	Towards a Penalty Annealing Approach in MOEA/D for Constrained Multi-Objective Optimization. GECCO Companion Miguel A. Jiménez-Domínguez, Néstor A. García-Rojas, Saúl Zapotecas Martínez, Raquel Díaz-Hernández, Leopoldo Altamirano Robles, Bilel Derbel
2024	J	`jnl`	Large-scale and cooperative graybox parallel optimization on the supercomputer Fugaku. J. Parallel Distributed Comput. Lorenzo Canonne, Bilel Derbel, Miwako Tsuji, Mitsuhisa Sato
2024	J	`jnl`	Massively parallel CMA-ES with increasing population. CoRR David Redon, Pierre Fortin, Bilel Derbel, Miwako Tsuji, Mitsuhisa Sato
2024	J	`jnl`	On bi-objective combinatorial optimization with heterogeneous objectives. Eur. J. Oper. Res. Raphaël Cosson, Roberto Santana, Bilel Derbel, Arnaud Liefooghe
2024	—	`conf`	Scalable Quantum Approximate Optimiser for Pseudo-Boolean Multi-objective Optimisation. PPSN (4) Zakaria Abdelmoiz Dahi, Francisco Chicano, Gabriel Luque, Bilel Derbel, Enrique Alba
2024	—	`conf`	Speeding up the Multi-objective NAS Through Incremental Learning. MICAI (2) Cosijopii Garcia-Garcia, Bilel Derbel, Alicia Morales-Reyes, Hugo Jair Escalante
2023	A	`conf`	Fourier Transform-based Surrogates for Permutation Problems. GECCO Francisco Chicano, Bilel Derbel, Sébastien Vérel
2023	A	`conf`	Local Optima Markov Chain: A New Tool for Landscape-aware Analysis of Algorithm Dynamics. GECCO Francisco Chicano, Gabriela Ochoa, Bilel Derbel, Lorenzo Canonne
2023	A	`conf`	Pareto Local Optimal Solutions Networks with Compression, Enhanced Visualization and Expressiveness. GECCO Arnaud Liefooghe, Gabriela Ochoa, Sébastien Vérel, Bilel Derbel
2023	A	`conf`	To Combine or not to Combine Graybox Crossover and Local Search? GECCO Lorenzo Canonne, Bilel Derbel, Francisco Chicano, Gabriela Ochoa
2023	J	`jnl`	Walsh-based surrogate-assisted multi-objective combinatorial optimization: A fine-grained analysis for pseudo-boolean functions. Appl. Soft Comput. Bilel Derbel, Geoffrey Pruvost, Arnaud Liefooghe, Sébastien Vérel, Qingfu Zhang
2022	A	`conf`	Boomerang-shaped neural embeddings for NK landscapes. GECCO Roberto Santana, Arnaud Liefooghe, Bilel Derbel
2022	A	`conf`	Cost-vs-accuracy of sampling in multi-objective combinatorial exploratory landscape analysis. GECCO Raphaël Cosson, Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel, Hernán E. Aguirre, Qingfu Zhang, Kiyoshi Tanaka
2022	A	`conf`	Drils revisited: on the combination of perturbation with graybox optimization techniques. GECCO Lorenzo Canonne, Bilel Derbel
2022	J	`jnl`	Moead-framework: a modular MOEA/D Python framework. J. Open Source Softw. Geoffrey Pruvost, Bilel Derbel, Arnaud Liefooghe
2022	A	`conf`	Multi-objective NK landscapes with heterogeneous objectives. GECCO Raphaël Cosson, Roberto Santana, Bilel Derbel, Arnaud Liefooghe
2022	Misc	`conf`	Scaling the SOO Global Blackbox Optimizer on a 128-core Architecture. HIPC David Redon, Bilel Derbel, Pierre Fortin
2021	A	`conf`	A graph coloring based parallel hill climber for large-scale NK-landscapes. GECCO Bilel Derbel, Lorenzo Canonne
2021	—	`conf`	Convolutional Neural Networks based on Random Kernels in the Frequency Domain. ICOIN Yuna Han, Bilel Derbel, Byung-Woo Hong
2021	B	`conf`	Decomposition-Based Multi-objective Landscape Features and Automated Algorithm Selection. EvoCOP Raphaël Cosson, Bilel Derbel, Arnaud Liefooghe, Hernán E. Aguirre, Kiyoshi Tanaka, Qingfu Zhang
2021	B	`conf`	Enhancing Moea/d with Escape Mechanisms. CEC Bilel Derbel, Geoffrey Pruvost, Byung-Woo Hong
2021	—	`conf`	Motion Estimation via Scale-Space in Unsupervised Deep Learning. ICOIN Jaehwan Kim, Bilel Derbel, Byung-Woo Hong
2021	A	`conf`	On the design and anytime performance of indicator-based branch and bound for multi-objective combinatorial optimization. GECCO Alexandre D. Jesus, Luís Paquete, Bilel Derbel, Arnaud Liefooghe
2021	J	`jnl`	Understanding Population Dynamics in Multi- and Many-Objective Evolutionary Algorithms for High-Resolution Approximations. Adv. Oper. Res. Hugo Monzón Maldonado, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka
2020	A	`conf`	Algorithm selection of anytime algorithms. GECCO Alexandre D. Jesus, Arnaud Liefooghe, Bilel Derbel, Luís Paquete
2020	A	`conf`	Designing parallelism in surrogate-assisted multiobjective optimization based on decomposition. GECCO Nicolas Berveglieri, Bilel Derbel, Arnaud Liefooghe, Hernán E. Aguirre, Qingfu Zhang, Kiyoshi Tanaka
2020	—	`conf`	Dominance, Indicator and Decomposition Based Search for Multi-objective QAP: Landscape Analysis and Automated Algorithm Selection. PPSN (1) Arnaud Liefooghe, Sébastien Vérel, Bilel Derbel, Hernán E. Aguirre, Kiyoshi Tanaka
2020	B	`conf`	Dynamic Compartmental Models for Large Multi-objective Landscapes and Performance Estimation. EvoCOP Hugo Monzón, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka
2020	—	`conf`	Fitness landscape analysis to understand and predict algorithm performance for single- and multi-objective optimization. GECCO Companion Bilel Derbel, Sébastien Vérel
2020	J	`jnl`	Landscape-Aware Performance Prediction for Evolutionary Multiobjective Optimization. IEEE Trans. Evol. Comput. Arnaud Liefooghe, Fabio Daolio, Sébastien Vérel, Bilel Derbel, Hernán E. Aguirre, Kiyoshi Tanaka
2020	—	`conf`	On Stochastic Fitness Landscapes: Local Optimality and Fitness Landscape Analysis for Stochastic Search Operators. PPSN (2) Brahim Aboutaib, Sébastien Vérel, Cyril Fonlupt, Bilel Derbel, Arnaud Liefooghe, Belaïd Ahiod
2020	B	`conf`	On the Combined Impact of Population Size and Sub-problem Selection in MOEA/D. EvoCOP Geoffrey Pruvost, Bilel Derbel, Arnaud Liefooghe, Ke Li, Qingfu Zhang
2020	J	`jnl`	On the Combined Impact of Population Size and Sub-problem Selection in MOEA/D. CoRR Geoffrey Pruvost, Bilel Derbel, Arnaud Liefooghe, Ke Li, Qingfu Zhang
2020	—	`conf`	On the Design of a Partition Crossover for the Quadratic Assignment Problem. PPSN (1) Omar Abdelkafi, Bilel Derbel, Arnaud Liefooghe, Darrell Whitley
2020	J	`jnl`	Surrogate Assisted Evolutionary Algorithm for Medium Scale Expensive Multi-Objective Optimisation Problems. CoRR Xiaoran Ruan, Ke Li, Bilel Derbel, Arnaud Liefooghe
2020	A	`conf`	Surrogate assisted evolutionary algorithm for medium scale multi-objective optimisation problems. GECCO Xiaoran Ruan, Ke Li, Bilel Derbel, Arnaud Liefooghe
2020	A	`conf`	Surrogate-assisted multi-objective combinatorial optimization based on decomposition and walsh basis. GECCO Geoffrey Pruvost, Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel, Qingfu Zhang
2019	B	`conf`	A Parallel Tabu Search for the Large-scale Quadratic Assignment Problem. CEC Omar Abdelkafi, Bilel Derbel, Arnaud Liefooghe
2019	C	`conf`	Approximating Pareto Set Topology by Cubic Interpolation on Bi-objective Problems. EMO Yuri Marca, Hernán E. Aguirre, Saúl Zapotecas Martínez, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Kiyoshi Tanaka
2019	—	`conf`	Dynamic compartmental models for algorithm analysis and population size estimation. GECCO (Companion) Hugo Monzón, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka
2019	C	`conf`	Estimating Relevance of Variables for Effective Recombination. EMO Taishi Ito, Hernán E. Aguirre, Kiyoshi Tanaka, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel
2019	A	`conf`	New features for continuous exploratory landscape analysis based on the SOO tree. FOGA Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka
2019	—	`conf`	Studying com partmental models interpolation to estimate MOEAs population size. GECCO (Companion) Hugo Monzón, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka
2019	A	`conf`	Surrogate-assisted multiobjective optimization based on decomposition: a comprehensive comparative analysis. GECCO Nicolas Berveglieri, Bilel Derbel, Arnaud Liefooghe, Hernán E. Aguirre, Kiyoshi Tanaka
2018	—	`conf`	A Surrogate Model Based on Walsh Decomposition for Pseudo-Boolean Functions. PPSN (2) Sébastien Vérel, Bilel Derbel, Arnaud Liefooghe, Hernán E. Aguirre, Kiyoshi Tanaka
2018	A	`conf`	A set-oriented MOEA/D. GECCO Bilel Derbel, Arnaud Liefooghe, Qingfu Zhang, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka
2018	—	`conf`	On Pareto Local Optimal Solutions Networks. PPSN (2) Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Manuel López-Ibáñez, Hernán E. Aguirre, Kiyoshi Tanaka
2018	A	`conf`	Parallel pareto local search revisited: first experimental results on bi-objective UBQP. GECCO Jialong Shi, Qingfu Zhang, Bilel Derbel, Arnaud Liefooghe, Jianyong Sun
2018	—	`conf`	Pareto dominance-based MOEAs on problems with difficult pareto set topologies. GECCO (Companion) Yuri Marca, Hernán E. Aguirre, Saúl Zapotecas Martínez, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Kiyoshi Tanaka
2018	—	`conf`	Studying MOEAs dynamics and their performance using a three compartmental model. GECCO (Companion) Hugo Monzón, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka
2017	C	`conf`	A Fitness Landscape Analysis of Pareto Local Search on Bi-objective Permutation Flowshop Scheduling Problems. EMO Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka
2017	B	`conf`	A Parallel Tabu Search for the Unconstrained Binary Quadratic Programming problem. CEC Jialong Shi, Qingfu Zhang, Bilel Derbel, Arnaud Liefooghe
2017	C	`conf`	An Approach for the Local Exploration of Discrete Many Objective Optimization Problems. EMO Oliver Cuate, Bilel Derbel, Arnaud Liefooghe, El-Ghazali Talbi, Oliver Schütze
2017	C	`conf`	Analysis of a Batch Strategy for a Master-Worker Adaptive Selection Algorithm Framework. IJCCI Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt
2017	A	`conf`	Closed state model for understanding the dynamics of MOEAs. GECCO Hugo Monzón, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka
2017	—	`conf`	Learning Variable Importance to Guide Recombination on Many-Objective Optimization. IIAI-AAI Miyako Sagawa, Hernán E. Aguirre, Fabio Daolio, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Kiyoshi Tanaka
2017	—	`conf`	On the Design of a Master-Worker Adaptive Algorithm Selection Framework. Artificial Evolution Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt
2017	B	`conf`	Towards Landscape-Aware Automatic Algorithm Configuration: Preliminary Experiments on Neutral and Rugged Landscapes. EvoCOP Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka
2017	—	`conf`	Using Parallel Strategies to Speed up Pareto Local Search. SEAL Jialong Shi, Qingfu Zhang, Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel
2016	A	`conf`	A Correlation Analysis of Set Quality Indicator Values in Multiobjective Optimization. GECCO Arnaud Liefooghe, Bilel Derbel
2016	A	`conf`	A Fitness Cloud Model for Adaptive Metaheuristic Selection Methods. PPSN Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt
2016	A	`conf`	Experiments on Greedy and Local Search Heuristics for GECCO Matthieu Basseur, Bilel Derbel, Adrien Goëffon, Arnaud Liefooghe
2016	—	`conf`	Learning variable importance to guide recombination. SSCI Miyako Sagawa, Hernán E. Aguirre, Fabio Daolio, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Kiyoshi Tanaka
2016	—	`conf`	Local Search Move Strategies within MOEA/D. GECCO (Companion) Bilel Derbel, Arnaud Liefooghe, Qingfu Zhang, Hernán E. Aguirre, Kiyoshi Tanaka
2016	A	`conf`	Multi-objective Local Search Based on Decomposition. PPSN Bilel Derbel, Arnaud Liefooghe, Qingfu Zhang, Hernán E. Aguirre, Kiyoshi Tanaka
2016	J	`jnl`	Parallel Branch-and-Bound in multi-core multi-CPU multi-GPU heterogeneous environments. Future Gener. Comput. Syst. Trong-Tuan Vu, Bilel Derbel
2015	B	`conf`	A Hybrid ILS-VND Based Hyper-heuristic for Permutation Flowshop Scheduling Problem. KES Hiba Yahyaoui, Saoussen Krichen, Bilel Derbel, El-Ghazali Talbi
2015	B	`conf`	A fine-grained message passing MOEA/D. CEC Bilel Derbel, Arnaud Liefooghe, Gauvain Marquet, El-Ghazali Talbi
2015	J	`jnl`	CHRA: a coloring based hierarchical routing algorithm. J. Ambient Intell. Humaniz. Comput. Imen Jemili, Dhouha Ghrab, Amine Dhraief, Abdelfettah Belghith, Bilel Derbel, Ahmad S. Al-Mogren, Hassan Mathkour
2015	—	`conf`	Distributed Adaptive Metaheuristic Selection: Comparisons of Selection Strategies. Artificial Evolution Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt
2015	J	`jnl`	Feature Cluster on "Evolutionary multiobjective optimization". Eur. J. Oper. Res. Dimo Brockhoff, Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel
2015	—	`conf`	Geometric Differential Evolution in MOEA/D: A Preliminary Study. MICAI (1) Saúl Zapotecas Martínez, Bilel Derbel, Arnaud Liefooghe, Hernán E. Aguirre, Kiyoshi Tanaka
2015	A	`conf`	Injecting CMA-ES into MOEA/D. GECCO Saúl Zapotecas Martínez, Bilel Derbel, Arnaud Liefooghe, Dimo Brockhoff, Hernán E. Aguirre, Kiyoshi Tanaka
2015	—	`conf`	New Adaptive Selection Strategies for Distributed Adaptive Metaheuristic Selection. GECCO (Companion) Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt
2015	A	`conf`	On Maintaining Diversity in MOEA/D: Application to a Biobjective Combinatorial FJSP. GECCO Juan José Palacios Alonso, Bilel Derbel
2015	B	`conf`	Simultaneous optimistic optimization on the noiseless BBOB testbed. CEC Bilel Derbel, Philippe Preux
2014	—	`conf`	An Analysis of Differential Evolution Parameters on Rotated Bi-objective Optimization Functions. SEAL Martin Drozdik, Kiyoshi Tanaka, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel
2014	J	`jnl`	Distributed localized bi-objective search. Eur. J. Oper. Res. Bilel Derbel, Jérémie Humeau, Arnaud Liefooghe, Sébastien Vérel
2014	B	`conf`	Link-Heterogeneous Work Stealing. CCGRID Trong-Tuan Vu, Bilel Derbel
2014	A	`conf`	On the Impact of Multiobjective Scalarizing Functions. PPSN Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe, Sébastien Vérel
2014	J	`jnl`	On the Impact of Multiobjective Scalarizing Functions. CoRR Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe, Sébastien Vérel
2014	A	`conf`	Shake Them All! - Rethinking Selection and Replacement in MOEA/D. PPSN Gauvain Marquet, Bilel Derbel, Arnaud Liefooghe, El-Ghazali Talbi
2013	—	`conf`	Adaptive Dynamic Load Balancing in Heterogeneous Multiple GPUs-CPUs Distributed Setting: Case Study of B&B Tree Search. LION Trong-Tuan Vu, Bilel Derbel, Nouredine Melab
2013	B	`conf`	Collision aware coloring algorithm for wireless sensor networks. IWCMC Imen Jemili, Dhouha Ghrab, Abdelfettah Belghith, Bilel Derbel, Amine Dhraief
2013	—	`conf`	Coloring based Hierarchical Routing Approach. ANT/SEIT Dhouha Ghrab, Bilel Derbel, Imen Jemili, Amine Dhraief, Abdelfettah Belghith, El-Ghazali Talbi
2013	C	`conf`	Force-Based Cooperative Search Directions in Evolutionary Multi-objective Optimization. EMO Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe
2013	—	`conf`	Multiobjectivization with NSGA-ii on the noiseless BBOB testbed. GECCO (Companion) Thanh-Do Tran, Dimo Brockhoff, Bilel Derbel
2012	J	`jnl`	DAMS: Distributed Adaptive Metaheuristic Selection CoRR Bilel Derbel, Sébastien Vérel
2012	J	`jnl`	On Neighborhood Tree Search CoRR Houda Derbel, Bilel Derbel
2012	A	`conf`	On neighborhood tree search. GECCO Houda Derbel, Bilel Derbel
2012	C	`conf`	Overlay-Centric Load Balancing: Applications to UTS and B&B. CLUSTER Trong-Tuan Vu, Bilel Derbel, Ali Asim, Ahcène Bendjoudi, Nouredine Melab
2011	A	`conf`	DAMS: distributed adaptive metaheuristic selection. GECCO Bilel Derbel, Sébastien Vérel
2011	—	`conf`	Distributed B&B: A Pure Peer-to-Peer Approach. IPDPS Workshops Mathieu Djamaï, Bilel Derbel, Nouredine Melab
2010	A	`conf`	Distributed Node Coloring in the SINR Model. ICDCS Bilel Derbel, El-Ghazali Talbi
2010	Misc	`conf`	Radio Network Distributed Algorithms in the Unknown Neighborhood Model. ICDCN Bilel Derbel, El-Ghazali Talbi
2010	J	`jnl`	Sublinear Fully Distributed Partition with Applications. Theory Comput. Syst. Bilel Derbel, Mohamed Mosbah, Akka Zemmari
2009	A	`conf`	Local Computation of Nearly Additive Spanners. DISC Bilel Derbel, Cyril Gavoille, David Peleg, Laurent Viennot
2008	J	`jnl`	Fast deterministic distributed algorithms for sparse spanners. Theor. Comput. Sci. Bilel Derbel, Cyril Gavoille
2008	A	`conf`	Local Maps: New Insights into Mobile Agent Algorithms. DISC Bilel Derbel
2008	B	`conf`	Mobile Agents Implementing Local Computations in Graphs. ICGT Bilel Derbel, Mohamed Mosbah, Stefan Gruner
2008	A*	`conf`	On the locality of distributed sparse spanner construction. PODC Bilel Derbel, Cyril Gavoille, David Peleg, Laurent Viennot
2007	A	`conf`	Deterministic Distributed Construction of Linear Stretch Spanners in Polylogarithmic Time. DISC Bilel Derbel, Cyril Gavoille, David Peleg
2006	Misc	`conf`	Efficient Distributed Handshake Using Mobile Agents. ICDCN Bilel Derbel
2006	B	`conf`	Fast Deterministic Distributed Algorithms for Sparse Spanners. SIROCCO Bilel Derbel, Cyril Gavoille
2006	A	`conf`	Fast distributed graph partition and application. IPDPS Bilel Derbel, Mohamed Mosbah, Akka Zemmari
2005	—	`conf`	Distributed Graph Traversals by Relabelling Systems with Applications. GT-VC@CONCUR Bilel Derbel, Mohamed Mosbah
2003	C	`conf`	Distributing the Execution of a Distributed Algorithm over a Network. IV Bilel Derbel, Mohamed Mosbah