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2020 – today
- 2024
[j10]Raphaël Cosson
, Roberto Santana, Bilel Derbel, Arnaud Liefooghe:
On bi-objective combinatorial optimization with heterogeneous objectives. Eur. J. Oper. Res. 319(1): 89-101 (2024)- [c88]Cosijopii Garcia-Garcia, Bilel Derbel, Alicia Morales-Reyes, Hugo Jair Escalante:
Speeding up the Multi-objective NAS Through Incremental Learning. MICAI (2) 2024: 3-15 - [c87]Zakaria Abdelmoiz Dahi, Francisco Chicano, Gabriel Luque, Bilel Derbel, Enrique Alba:
Scalable Quantum Approximate Optimiser for Pseudo-Boolean Multi-objective Optimisation. PPSN (4) 2024: 268-284 - [i6]David Redon, Pierre Fortin, Bilel Derbel, Miwako Tsuji, Mitsuhisa Sato:
Massively parallel CMA-ES with increasing population. CoRR abs/2409.11765 (2024) - 2023
- [j9]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: 110061 (2023) - [c86]Lorenzo Canonne, Bilel Derbel, Francisco Chicano, Gabriela Ochoa:
To Combine or not to Combine Graybox Crossover and Local Search? GECCO 2023: 257-265 - [c85]Francisco Chicano, Bilel Derbel, Sébastien Vérel:
Fourier Transform-based Surrogates for Permutation Problems. GECCO 2023: 275-283 - [c84]Francisco Chicano, Gabriela Ochoa, Bilel Derbel, Lorenzo Canonne:
Local Optima Markov Chain: A New Tool for Landscape-aware Analysis of Algorithm Dynamics. GECCO 2023: 284-292 - [c83]Arnaud Liefooghe, Gabriela Ochoa, Sébastien Vérel, Bilel Derbel:
Pareto Local Optimal Solutions Networks with Compression, Enhanced Visualization and Expressiveness. GECCO 2023: 713-721 - 2022
- [j8]Geoffrey Pruvost, Bilel Derbel, Arnaud Liefooghe:
Moead-framework: a modular MOEA/D Python framework. J. Open Source Softw. 7(78): 2974 (2022) - [c82]Lorenzo Canonne, Bilel Derbel:
Drils revisited: on the combination of perturbation with graybox optimization techniques. GECCO 2022: 204-212 - [c81]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: 493-501 - [c80]Raphaël Cosson, Roberto Santana, Bilel Derbel, Arnaud Liefooghe:
Multi-objective NK landscapes with heterogeneous objectives. GECCO 2022: 502-510 - [c79]Roberto Santana, Arnaud Liefooghe, Bilel Derbel:
Boomerang-shaped neural embeddings for NK landscapes. GECCO 2022: 858-866 - [c78]David Redon, Bilel Derbel, Pierre Fortin:
Scaling the SOO Global Blackbox Optimizer on a 128-core Architecture. HIPC 2022: 204-214 - 2021
- [c77]Bilel Derbel, Geoffrey Pruvost, Byung-Woo Hong:
Enhancing Moea/d with Escape Mechanisms. CEC 2021: 1163-1170 - [c76]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: 34-50 - [c75]Bilel Derbel, Lorenzo Canonne:
A graph coloring based parallel hill climber for large-scale NK-landscapes. GECCO 2021: 216-224 - [c74]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: 234-242 - [c73]Yuna Han, Bilel Derbel, Byung-Woo Hong:
Convolutional Neural Networks based on Random Kernels in the Frequency Domain. ICOIN 2021: 671-673 - [c72]Jaehwan Kim, Bilel Derbel, Byung-Woo Hong:
Motion Estimation via Scale-Space in Unsupervised Deep Learning. ICOIN 2021: 730-731 - 2020
- [j7]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): 1063-1077 (2020) - [c71]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: 99-113 - [c70]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: 131-147 - [c69]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: 462-470 - [c68]Geoffrey Pruvost, Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel, Qingfu Zhang:
Surrogate-assisted multi-objective combinatorial optimization based on decomposition and walsh basis. GECCO 2020: 542-550 - [c67]Xiaoran Ruan, Ke Li, Bilel Derbel, Arnaud Liefooghe:
Surrogate assisted evolutionary algorithm for medium scale multi-objective optimisation problems. GECCO 2020: 560-568 - [c66]Alexandre D. Jesus, Arnaud Liefooghe, Bilel Derbel, Luís Paquete:
Algorithm selection of anytime algorithms. GECCO 2020: 850-858 - [c65]Bilel Derbel, Sébastien Vérel:
Fitness landscape analysis to understand and predict algorithm performance for single- and multi-objective optimization. GECCO Companion 2020: 993-1042 - [c64]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: 33-47 - [c63]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: 97-110 - [c62]Omar Abdelkafi, Bilel Derbel, Arnaud Liefooghe, Darrell Whitley:
On the Design of a Partition Crossover for the Quadratic Assignment Problem. PPSN (1) 2020: 303-316 - [i5]Xiaoran Ruan, Ke Li, Bilel Derbel, Arnaud Liefooghe:
Surrogate Assisted Evolutionary Algorithm for Medium Scale Expensive Multi-Objective Optimisation Problems. CoRR abs/2002.03150 (2020) - [i4]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 abs/2004.06961 (2020)
2010 – 2019
- 2019
- [c61]Omar Abdelkafi, Bilel Derbel, Arnaud Liefooghe:
A Parallel Tabu Search for the Large-scale Quadratic Assignment Problem. CEC 2019: 3070-3077 - [c60]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: 386-398 - [c59]Taishi Ito, Hernán E. Aguirre, Kiyoshi Tanaka, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel:
Estimating Relevance of Variables for Effective Recombination. EMO 2019: 411-423 - [c58]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: 72-86 - [c57]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: 227-228 - [c56]Nicolas Berveglieri, Bilel Derbel, Arnaud Liefooghe, Hernán E. Aguirre, Kiyoshi Tanaka:
Surrogate-assisted multiobjective optimization based on decomposition: a comprehensive comparative analysis. GECCO 2019: 507-515 - [c55]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: 2044-2047 - 2018
- [c54]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: 189-190 - [c53]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: 191-192 - [c52]Bilel Derbel, Arnaud Liefooghe, Qingfu Zhang, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka:
A set-oriented MOEA/D. GECCO 2018: 617-624 - [c51]Jialong Shi, Qingfu Zhang, Bilel Derbel, Arnaud Liefooghe, Jianyong Sun:
Parallel pareto local search revisited: first experimental results on bi-objective UBQP. GECCO 2018: 753-760 - [c50]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: 181-193 - [c49]Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Manuel López-Ibáñez, Hernán E. Aguirre, Kiyoshi Tanaka:
On Pareto Local Optimal Solutions Networks. PPSN (2) 2018: 232-244 - 2017
- [c48]Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt:
On the Design of a Master-Worker Adaptive Algorithm Selection Framework. Artificial Evolution 2017: 1-15 - [c47]Jialong Shi, Qingfu Zhang, Bilel Derbel, Arnaud Liefooghe:
A Parallel Tabu Search for the Unconstrained Binary Quadratic Programming problem. CEC 2017: 557-564 - [c46]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: 135-150 - [c45]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: 422-437 - [c44]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: 215-232 - [c43]Hugo Monzón, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka:
Closed state model for understanding the dynamics of MOEAs. GECCO 2017: 609-616 - [c42]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: 874-879 - [c41]Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt:
Analysis of a Batch Strategy for a Master-Worker Adaptive Selection Algorithm Framework. IJCCI 2017: 313-320 - [c40]Jialong Shi, Qingfu Zhang, Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel:
Using Parallel Strategies to Speed up Pareto Local Search. SEAL 2017: 62-74 - 2016
- [j6]Trong-Tuan Vu, Bilel Derbel:
Parallel Branch-and-Bound in multi-core multi-CPU multi-GPU heterogeneous environments. Future Gener. Comput. Syst. 56: 95-109 (2016) - [c39]Bilel Derbel, Arnaud Liefooghe, Qingfu Zhang, Hernán E. Aguirre, Kiyoshi Tanaka:
Local Search Move Strategies within MOEA/D. GECCO (Companion) 2016: 73-74 - [c38]Matthieu Basseur, Bilel Derbel, Adrien Goëffon, Arnaud Liefooghe:
Experiments on Greedy and Local Search Heuristics for ddimensional Hypervolume Subset Selection. GECCO 2016: 541-548 - [c37]Arnaud Liefooghe, Bilel Derbel:
A Correlation Analysis of Set Quality Indicator Values in Multiobjective Optimization. GECCO 2016: 581-588 - [c36]Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt:
A Fitness Cloud Model for Adaptive Metaheuristic Selection Methods. PPSN 2016: 80-90 - [c35]Bilel Derbel, Arnaud Liefooghe, Qingfu Zhang, Hernán E. Aguirre, Kiyoshi Tanaka:
Multi-objective Local Search Based on Decomposition. PPSN 2016: 431-441 - [c34]Miyako Sagawa, Hernán E. Aguirre, Fabio Daolio, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Kiyoshi Tanaka:
Learning variable importance to guide recombination. SSCI 2016: 1-7 - 2015
- [j5]Dimo Brockhoff, Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel:
Feature Cluster on "Evolutionary multiobjective optimization". Eur. J. Oper. Res. 243(2): 345-346 (2015) - [j4]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): 69-82 (2015) - [c33]Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt:
Distributed Adaptive Metaheuristic Selection: Comparisons of Selection Strategies. Artificial Evolution 2015: 83-96 - [c32]Bilel Derbel, Arnaud Liefooghe, Gauvain Marquet, El-Ghazali Talbi:
A fine-grained message passing MOEA/D. CEC 2015: 1837-1844 - [c31]Bilel Derbel, Philippe Preux:
Simultaneous optimistic optimization on the noiseless BBOB testbed. CEC 2015: 2010-2017 - [c30]Juan José Palacios Alonso, Bilel Derbel:
On Maintaining Diversity in MOEA/D: Application to a Biobjective Combinatorial FJSP. GECCO 2015: 719-726 - [c29]Saúl Zapotecas Martínez, Bilel Derbel, Arnaud Liefooghe, Dimo Brockhoff, Hernán E. Aguirre, Kiyoshi Tanaka:
Injecting CMA-ES into MOEA/D. GECCO 2015: 783-790 - [c28]Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt:
New Adaptive Selection Strategies for Distributed Adaptive Metaheuristic Selection. GECCO (Companion) 2015: 1405-1406 - [c27]Hiba Yahyaoui, Saoussen Krichen, Bilel Derbel, El-Ghazali Talbi:
A Hybrid ILS-VND Based Hyper-heuristic for Permutation Flowshop Scheduling Problem. KES 2015: 632-641 - [c26]Saúl Zapotecas Martínez, Bilel Derbel, Arnaud Liefooghe, Hernán E. Aguirre, Kiyoshi Tanaka:
Geometric Differential Evolution in MOEA/D: A Preliminary Study. MICAI (1) 2015: 364-376 - 2014
- [j3]Bilel Derbel, Jérémie Humeau, Arnaud Liefooghe, Sébastien Vérel:
Distributed localized bi-objective search. Eur. J. Oper. Res. 239(3): 731-743 (2014) - [c25]Trong-Tuan Vu, Bilel Derbel:
Link-Heterogeneous Work Stealing. CCGRID 2014: 354-363 - [c24]Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe, Sébastien Vérel:
On the Impact of Multiobjective Scalarizing Functions. PPSN 2014: 548-558 - [c23]Gauvain Marquet, Bilel Derbel, Arnaud Liefooghe, El-Ghazali Talbi:
Shake Them All! - Rethinking Selection and Replacement in MOEA/D. PPSN 2014: 641-651 - [c22]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: 143-154 - [i3]Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe, Sébastien Vérel:
On the Impact of Multiobjective Scalarizing Functions. CoRR abs/1409.5752 (2014) - 2013
- [c21]Dhouha Ghrab, Bilel Derbel, Imen Jemili, Amine Dhraief, Abdelfettah Belghith, El-Ghazali Talbi:
Coloring based Hierarchical Routing Approach. ANT/SEIT 2013: 188-196 - [c20]Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe:
Force-Based Cooperative Search Directions in Evolutionary Multi-objective Optimization. EMO 2013: 383-397 - [c19]Thanh-Do Tran, Dimo Brockhoff, Bilel Derbel:
Multiobjectivization with NSGA-ii on the noiseless BBOB testbed. GECCO (Companion) 2013: 1217-1224 - [c18]Imen Jemili, Dhouha Ghrab, Abdelfettah Belghith, Bilel Derbel, Amine Dhraief:
Collision aware coloring algorithm for wireless sensor networks. IWCMC 2013: 1546-1553 - [c17]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: 87-103 - 2012
- [c16]Trong-Tuan Vu, Bilel Derbel, Ali Asim, Ahcène Bendjoudi, Nouredine Melab:
Overlay-Centric Load Balancing: Applications to UTS and B&B. CLUSTER 2012: 382-390 - [c15]Houda Derbel, Bilel Derbel:
On neighborhood tree search. GECCO 2012: 1261-1268 - [i2]Bilel Derbel, Sébastien Vérel:
DAMS: Distributed Adaptive Metaheuristic Selection. CoRR abs/1207.4448 (2012) - [i1]Houda Derbel, Bilel Derbel:
On Neighborhood Tree Search. CoRR abs/1212.6510 (2012) - 2011
- [c14]Bilel Derbel, Sébastien Vérel:
DAMS: distributed adaptive metaheuristic selection. GECCO 2011: 1955-1962 - [c13]Mathieu Djamaï, Bilel Derbel, Nouredine Melab:
Distributed B&B: A Pure Peer-to-Peer Approach. IPDPS Workshops 2011: 1788-1797 - 2010
- [j2]Bilel Derbel, Mohamed Mosbah, Akka Zemmari:
Sublinear Fully Distributed Partition with Applications. Theory Comput. Syst. 47(2): 368-404 (2010) - [c12]Bilel Derbel, El-Ghazali Talbi:
Radio Network Distributed Algorithms in the Unknown Neighborhood Model. ICDCN 2010: 155-166 - [c11]Bilel Derbel, El-Ghazali Talbi:
Distributed Node Coloring in the SINR Model. ICDCS 2010: 708-717
2000 – 2009
- 2009
- [c10]Bilel Derbel, Cyril Gavoille, David Peleg, Laurent Viennot:
Local Computation of Nearly Additive Spanners. DISC 2009: 176-190 - 2008
- [j1]Bilel Derbel, Cyril Gavoille:
Fast deterministic distributed algorithms for sparse spanners. Theor. Comput. Sci. 399(1-2): 83-100 (2008) - [c9]Bilel Derbel, Mohamed Mosbah, Stefan Gruner:
Mobile Agents Implementing Local Computations in Graphs. ICGT 2008: 99-114 - [c8]Bilel Derbel, Cyril Gavoille, David Peleg, Laurent Viennot:
On the locality of distributed sparse spanner construction. PODC 2008: 273-282 - [c7]Bilel Derbel:
Local Maps: New Insights into Mobile Agent Algorithms. DISC 2008: 121-136 - 2007
- [c6]Bilel Derbel, Cyril Gavoille, David Peleg:
Deterministic Distributed Construction of Linear Stretch Spanners in Polylogarithmic Time. DISC 2007: 179-192 - 2006
- [c5]Bilel Derbel:
Efficient Distributed Handshake Using Mobile Agents. ICDCN 2006: 294-305 - [c4]Bilel Derbel, Mohamed Mosbah, Akka Zemmari:
Fast distributed graph partition and application. IPDPS 2006 - [c3]Bilel Derbel, Cyril Gavoille:
Fast Deterministic Distributed Algorithms for Sparse Spanners. SIROCCO 2006: 100-114 - 2005
- [c2]Bilel Derbel, Mohamed Mosbah:
Distributed Graph Traversals by Relabelling Systems with Applications. GT-VC@CONCUR 2005: 79-94 - 2003
- [c1]Bilel Derbel, Mohamed Mosbah:
Distributing the Execution of a Distributed Algorithm over a Network. IV 2003: 485-490
Coauthor Index
[j10] [j9] [c83] [j8] [c81] [c80] [c79] [c76] [c74] [j7] [c71] [c70] [c69] [c68] [c67] [c66] [c64] [c63] [c62] [i5] [i4] [c61] [c60] [c59] [c58] [c57] [c56] [c55] [c54] [c53] [c52] [c51] [c50] [c49] [c47] [c46] [c45] [c44] [c43] [c42] [c40] [c39] [c38] [c37] [c35] [c34] [j5] [c32] [c29] [c26] [j3] [c24] [c23] [c22] [i3] [c20]
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