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Global vs local search on multi-objective NK-landscapes: contrasting the impact of problem features

 Fabio Daolio , Arnaud Liefooghe , Sébastien Verel , Hernan Aguirre , Kiyoshi Tanaka
Genetic and Evolutionary Computation Conference (GECCO 2015), 2015, Madrid, Spain. pp.369-376, ⟨10.1145/2739480.2754745⟩
Communication dans un congrès hal-01151882v1
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Surrogate-assisted Multi-objective Combinatorial Optimization based on Decomposition and Walsh Basis

 Geoffrey Pruvost , Bilel Derbel , Arnaud Liefooghe , Sébastien Verel , Qingfu Zhang
GECCO '20 - Genetic and Evolutionary Computation Conference, Jul 2020, Cancun, Mexico. ⟨10.1145/3377930.3390149⟩
Communication dans un congrès hal-02898952v1
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Dominance, epsilon, and hypervolume local optimal sets in multi-objective optimization, and how to tell the difference

 Arnaud Liefooghe , Manuel López-Ibáñez , Luís Paquete , Sébastien Verel
GECCO 2018 - Genetic and Evolutionary Computation Conference, Jul 2018, Kyoto, Japan. pp.324-331, ⟨10.1145/3205455.3205572⟩
Communication dans un congrès hal-01823666v1
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ParadisEO-MOEO: A Software Framework for Evolutionary Multi-Objective Optimization

 Arnaud Liefooghe , Laetitia Jourdan , Thomas Legrand , Jérémie Humeau , El-Ghazali Talbi
Advances in Multi-Objective Nature Inspired Computing, Springer Berlin / Heidelberg, pp.87-117, 2010, ⟨10.1007/978-3-642-11218-8_5⟩
Chapitre d'ouvrage hal-00522623v1
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CoBRA: A Coevolutionary Meta-heuristic for Bi-level Optimization

 François Legillon , Arnaud Liefooghe , El-Ghazali Talbi
[Research Report] RR-7741, INRIA. 2011, pp.21
Rapport inria-00625744v1
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An Analysis on Selection for High-Resolution Approximations in Many-Objective Optimization

 Hernan Aguirre , Arnaud Liefooghe , Sébastien Verel , Kiyoshi Tanaka
Parallel Problem Solving from Nature - PPSN XIII, Sep 2014, Ljubljana, Slovenia. pp.487-497
Communication dans un congrès hal-01066206v1
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A Study on Dominance-Based Local Search Approaches for Multiobjective Combinatorial Optimization

 Arnaud Liefooghe , Salma Mesmoudi , Jérémie Humeau , Laetitia Jourdan , El-Ghazali Talbi
SLS 2009 - 2nd International Workshop on Engineering Stochastic Local Search Algorithms: Designing, Implementing and Analyzing Effective Heuristics, Sep 2009, Brussels, Belgium. pp.120-124, ⟨10.1007/978-3-642-03751-1_11⟩
Communication dans un congrès hal-00763711v1
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The Road to VEGAS: Guiding the Search over Neutral Networks

 Marie-Eleonore Marmion , Clarisse Dhaenens , Laetitia Jourdan , Arnaud Liefooghe , Sébastien Verel
Genetic And Evolutionary Computation Conference, Jun 2011, Dublin, Ireland. pp.1979--1986, ⟨10.1145/2001576.2001842⟩
Communication dans un congrès hal-00579990v1
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ParadisEO-MOEO: A Framework for Evolutionary Multi-objective Optimization

 Arnaud Liefooghe , Matthieu Basseur , Laetitia Jourdan , El-Ghazali Talbi
Evolutionary Multi-Criterion Optimization (EMO 2007), Feb 2007, Matsushima, Japan. pp.386-400, ⟨10.1007/978-3-540-70928-2_31⟩
Communication dans un congrès inria-00269972v1
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Landscape-aware performance prediction for evolutionary multi-objective optimization

 Arnaud Liefooghe , Fabio Daolio , Sébastien Verel , Bilel Derbel , Hernan Aguirre , et al.
IEEE Transactions on Evolutionary Computation, 2020, 24 (6), pp.1063-1077. ⟨10.1109/TEVC.2019.2940828⟩
Article dans une revue hal-02294201v1
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Algorithm selection of anytime algorithms

 Alexandre Borges de Jesus , Arnaud Liefooghe , Bilel Derbel , Luis Paquete
GECCO '20: Proceedings of the 2020 Genetic and Evolutionary Computation Conference, Jul 2020, Cancún, Mexico. pp.850-858, ⟨10.1145/3377930.3390185⟩
Communication dans un congrès hal-02898962v1
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On Pareto local optimal solutions networks

 Arnaud Liefooghe , Bilel Derbel , Sébastien Verel , Manuel López-Ibáñez , Hernan Aguirre , et al.
PPSN 2018 - International Conference on Parallel Problem Solving from Nature, Sep 2018, Coimbra, Portugal. pp.232-244, ⟨10.1007/978-3-319-99259-4_19⟩
Communication dans un congrès hal-01823721v1
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Using Parallel Strategies to Speed Up Pareto Local Search

 Jialong Shi , Qingfu Zhang , Bilel Derbel , Arnaud Liefooghe , Sébastien Verel
11th International Conference on Simulated Evolution and Learning (SEAL 2017), Nov 2017, Shenzhen, China
Communication dans un congrès hal-01581257v1
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Learning variable importance to guide recombination

 Miyako Sagawa , Hernan Aguirre , Fabio Daolio , Arnaud Liefooghe , Bilel Derbel , et al.
IEEE Symposium on Computational Intelligence, Dec 2016, Athens, Greece
Communication dans un congrès hal-01380646v1
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Parallel Pareto local search revisited – First experimental results on bi-objective UBQP

 Jialong Shi , Qingfu Zhang , Bilel Derbel , Arnaud Liefooghe , Jianyong Sun
GECCO '18: Proceedings of the Genetic and Evolutionary Computation Conference, Jul 2018, Kyoto, Japan. pp.753-760, ⟨10.1145/3205455.3205577⟩
Communication dans un congrès hal-01920339v1
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Decision/objective space trajectory networks for multi-objective combinatorial optimisation

 Gabriela Ochoa , Arnaud Liefooghe , Yuri Lavinas , Claus Aranha
EvoCOP 2023 - 23rd European Conference on Evolutionary Computation in Combinatorial Optimization, Apr 2023, Brno, Czech Republic. pp.211-226, ⟨10.1007/978-3-031-30035-6_14⟩
Communication dans un congrès hal-04054359v1
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Surrogate assisted evolutionary algorithm for medium scale multi-objective optimisation problems

 Xiaoran Ruan , Ke Li , Bilel Derbel , Arnaud Liefooghe
GECCO 2020 - Genetic and Evolutionary Computation Conference, Jul 2020, Cancún, Mexico. pp.560-568, ⟨10.1145/3377930.3390191⟩
Communication dans un congrès hal-02932303v1
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Metaheuristics and cooperative approaches for the Bi-objective Ring Star Problem

 Arnaud Liefooghe , Laetitia Jourdan , El-Ghazali Talbi
Computers and Operations Research, 2010, 37 (6), pp.1033 - 1044. ⟨10.1016/j.cor.2009.09.004⟩
Article dans une revue hal-00522622v1
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Solving a Dial-a-Ride Problem with a Hybrid Multi-objective Evolutionary Approach: Application to Demand Responsive Transport

 Rémy Chevrier , Arnaud Liefooghe , Laetitia Jourdan , Clarisse Dhaenens
Applied Soft Computing, 2012, 12 (4), pp.1247-1258. ⟨10.1016/j.asoc.2011.12.014⟩
Article dans une revue inria-00591138v2
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Local Optimal Sets and Bounded Archiving on Multi-objective NK-Landscapes with Correlated Objectives

 Manuel López-Ibáñez , Arnaud Liefooghe , Sébastien Verel
Parallel Problem Solving from Nature - PPSN XIII, Sep 2014, Ljubljana, Slovenia. pp.621-630, ⟨10.1007/978-3-319-10762-2_61⟩
Communication dans un congrès hal-01066123v1
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Indicator-based approaches for multiobjective optimization in uncertain environments: An application to multiobjective scheduling with stochastic processing times

 Arnaud Liefooghe , Laetitia Jourdan , El-Ghazali Talbi
URPDM 2010 - 25th Mini-EURO Conference: Uncertainty and Robustness in Planning and Decision Making, Apr 2010, Coimbra, Portugal
Communication dans un congrès hal-00523181v1
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Set-based Multiobjective Fitness Landscapes: A Preliminary Study

 Sébastien Verel , Arnaud Liefooghe , Clarisse Dhaenens
Genetic And Evolutionary Computation Conference, Jun 2011, Dublin, Ireland. pp.769--776, ⟨10.1145/2001576.2001681⟩
Communication dans un congrès hal-00579984v1
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Pareto Local Optima of Multiobjective NK-Landscapes with Correlated Objectives

 Sébastien Verel , Arnaud Liefooghe , Laetitia Jourdan , Clarisse Dhaenens
11th European Conference on Evolutionary Computation in Combinatorial Optimisation, Apr 2011, Turino, Italy. pp.226--237
Communication dans un congrès hal-00563460v1
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On the Effect of Connectedness for Biobjective Multiple and Long Path Problems

 Sébastien Verel , Arnaud Liefooghe , Jérémie Humeau , Laetitia Jourdan , Clarisse Dhaenens
Learning and Intelligent OptimizatioN Conference (LION 5), Jan 2011, Rome, Italy. pp.31--45
Communication dans un congrès hal-00550353v1
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Decomposition-based multi-objective landscape features and automated algorithm selection

 Raphaël Cosson , Bilel Derbel , Arnaud Liefooghe , Hernán Aguirre , Kiyoshi Tanaka , et al.
EvoCOP 2021 - 21st European Conference on Evolutionary Computation in Combinatorial Optimization, 2021, Virtual Event, Spain. pp.34-50, ⟨10.1007/978-3-030-72904-2_3⟩
Communication dans un congrès hal-03331977v1
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Force-based Cooperative Search Directions in Evolutionary Multi-objective Optimization

 Bilel Derbel , Dimo Brockhoff , Arnaud Liefooghe
7th International Conference on Evolutionary Multi-Criterion Optimization, Mar 2013, Sheffield, United Kingdom. ⟨10.1007/978-3-642-37140-0_30⟩
Communication dans un congrès hal-00765179v1
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Metaheuristics for multiobjective optimisation: Cooperative approaches, uncertainty handling and application in logistics

 Arnaud Liefooghe
4OR: A Quarterly Journal of Operations Research, 2011, 9 (2), pp.219-222. ⟨10.1007/s10288-010-0137-5⟩
Article dans une revue hal-00522616v1
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Metaheuristics for the Bi-objective Ring Star Problem

 Arnaud Liefooghe , Laetitia Jourdan , Matthieu Basseur , El-Ghazali Talbi , Edmund K. Burke
Eighth European Conference on Evolutionary Computation in Combinatorial Optimisation (EvoCOP 2008), Mar 2008, Napoli, Italy. pp.206--217, ⟨10.1007/978-3-540-78604-7_18⟩
Communication dans un congrès inria-00269978v1
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On the structure of multiobjective combinatorial search space: MNK-landscapes with correlated objectives

 Sébastien Verel , Arnaud Liefooghe , Laetitia Jourdan , Clarisse Dhaenens
European Journal of Operational Research, 2013, 227 (2), pp.331-342. ⟨10.1016/j.ejor.2012.12.019⟩
Article dans une revue hal-00760097v1
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Surrogate-assisted multiobjective optimization based on decomposition

 Nicolas Berveglieri , Bilel Derbel , Arnaud Liefooghe , Hernan Aguirre , Kiyoshi Tanaka
GECCO '19 - Proceedings of the Genetic and Evolutionary Computation Conference, Jul 2019, Prague, Czech Republic. pp.507-515, ⟨10.1145/3321707.3321836⟩
Communication dans un congrès hal-02292851v1
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