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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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What makes an instance difficult for black-box 0-1 evolutionary multiobjective optimizers?

 Arnaud Liefooghe , Sébastien Verel , Hernan Aguirre , Kiyoshi Tanaka
11th International Conference on Artificial Evolution (EA 2013), Oct 2013, Bordeaux, France. pp.3-15, ⟨10.1007/978-3-319-11683-9⟩
Communication dans un congrès hal-00855252v1
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Effects of population size on selection and scalability in evolutionary many-objective optimization

 Hernan Aguirre , Arnaud Liefooghe , Sébastien Verel , Kiyoshi Tanaka
Learning and Intelligent OptimizatioN Conference (LION 7), Jan 2013, Catania, Italy. pp.450-454, ⟨10.1007/978-3-642-44973-4_48⟩
Communication dans un congrès istex hal-00805164v1
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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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Problem Features vs. Algorithm Performance on Rugged Multi-objective Combinatorial Fitness Landscapes

 Fabio Daolio , Arnaud Liefooghe , Sébastien Verel , Hernan Aguirre , Kiyoshi Tanaka
Evolutionary Computation, 2017, 25 (4), pp.555-585. ⟨10.1162/EVCO_a_00193⟩
Article dans une revue hal-01380612v1
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A feature-based performance analysis in evolutionary multiobjective optimization

 Arnaud Liefooghe , Sébastien Verel , Fabio Daolio , Hernan Aguirre , Kiyoshi Tanaka
8th International Conference on Evolutionary Multi-Criterion Optimization (EMO 2015), 2015, Guimarães, Portugal. pp.95-109
Communication dans un congrès hal-01093266v1
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Multi-objective Local Search Based on Decomposition

 Bilel Derbel , Arnaud Liefooghe , Qingfu Zhang , Hernan Aguirre , Kiyoshi Tanaka
International Conference on Parallel Problem Solving from Nature (PPSN 2016), 2016, Edinburgh, United Kingdom. pp.431 - 441, ⟨10.1007/978-3-319-45823-6_40⟩
Communication dans un congrès hal-01380632v1
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Dominance, indicator and decomposition based search for multi-objective QAP: landscape analysis and automated algorithm selection

 Arnaud Liefooghe , Sébastien Verel , Bilel Derbel , Hernan Aguirre , Kiyoshi Tanaka
PPSN 2020 - Sixteenth International Conference on Parallel Problem Solving from Nature, Sep 2020, Leiden, Netherlands. pp.33-47, ⟨10.1007/978-3-030-58112-1_3⟩
Communication dans un congrès hal-02920085v1
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Approaches for many-objective optimization: analysis and comparison on MNK-landscapes

 Hernan Aguirre , Saúl Zapotecas-Martínez , Arnaud Liefooghe , Sébastien Verel , Kiyoshi Tanaka
13th International Conference on Artificial Evolution (EA 2015), Oct 2015, Lyon, France. pp.14-28
Communication dans un congrès hal-01178613v1
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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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Towards landscape-aware automatic algorithm configuration: preliminary experiments on neutral and rugged landscapes

 Arnaud Liefooghe , Bilel Derbel , Sébastien Verel , Hernan Aguirre , Kiyoshi Tanaka
EvoCOP 2017 - Conference on Evolutionary Computation in Combinatorial Optimisation, Apr 2017, Amsterdam, Netherlands. pp.215-232
Communication dans un congrès hal-01496347v1
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New Features for Continuous Exploratory Landscape Analysis based on the SOO Tree

 Bilel Derbel , Arnaud Liefooghe , Sébastien Verel , Hernan Aguirre , Kiyoshi Tanaka
FOGA 2019 - 15th ACM/SIGEVO Workshop on Foundations of Genetic Algorithms, Aug 2019, Potsdam, Germany. pp.72-86
Communication dans un congrès hal-02282986v1
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A surrogate model based on Walsh decomposition for pseudo-boolean functions

 Sébastien Verel , Bilel Derbel , Arnaud Liefooghe , Hernan Aguirre , Kiyoshi Tanaka
PPSN 2018 - International Conference on Parallel Problem Solving from Nature, Sep 2018, Coimbra, Portugal. pp.181-193, ⟨10.1007/978-3-319-99259-4_15⟩
Communication dans un congrès hal-01823725v1
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A fitness landscape analysis of Pareto local search on bi-objective permutation flowshop scheduling problems

 Arnaud Liefooghe , Bilel Derbel , Sebastien Verel , Hernan Aguirre , Kiyoshi Tanaka
9th International Conference on Evolutionary Multi-Criterion Optimization (EMO 2017), Mar 2017, Münster, Germany. ⟨10.1007/978-3-319-54157-0_29⟩
Communication dans un congrès hal-01496357v1
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Studying MOEAs Dynamics and their Performance using a Three Compartmental Model

 Hugo Monzón , Hernan Aguirre , Sébastien Verel , Arnaud Liefooghe , Bilel Derbel , et al.
GECCO 2018 - Genetic and Evolutionary Computation Conference Companion, Jul 2018, Kyoto, Japan
Poster de conférence hal-01823709v1
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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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An Analysis of Differential Evolution Parameters on Rotated Bi-objective Optimization Functions

 Martin Drozdik , Kiyoshi Tanaka , Hernan Aguirre , Sébastien Verel , Arnaud Liefooghe , et al.
SEAL 2014 - 10th International Conference on Simulated Evolution and Learning, Dec 2014, Dunedin, New Zealand. pp.1 - 12
Communication dans un congrès hal-01066221v1

Geometric Differential Evolution in MOEA/D: A Preliminary Study

 Saúl Zapotecas-Martínez , Bilel Derbel , Arnaud Liefooghe , Hernan Aguirre , Kiyoshi Tanaka
The 14th LNCS-LNAI International Conference on Artificial Intelligence (MICAI), Oct 2015, Cuernavaca, Mexico. pp.364-376, ⟨10.1007/978-3-319-27060-9_30⟩
Communication dans un congrès hal-01249127v1
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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

Multi-objective Neutral Neighbors? What could be the definition(s)?

 Marie-Eléonore Kessaci-Marmion , Hernan Aguirre , Clarisse Dhaenens , Laetitia Jourdan , Kiyoshi Tanaka
Genetic and Evolutionary Computation Conference, 2016, Denver, CO, United States. pp.349--356, ⟨10.1145/2908812.2908902⟩
Communication dans un congrès hal-01420900v1
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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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A set-oriented MOEA/D

 Bilel Derbel , Arnaud Liefooghe , Qingfu Zhang , Sébastien Verel , Hernan Aguirre , et al.
GECCO 2018 - Genetic and Evolutionary Computation Conference, Jul 2018, Kyoto, Japan. pp.617-624, ⟨10.1145/3205455.3205575⟩
Communication dans un congrès hal-01823671v1
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Estimating Relevance of Variables for Effective Recombination

 Taishi Ito , Hernan Aguirre , Kiyoshi Tanaka , Arnaud Liefooghe , Bilel Derbel , et al.
EMO 2019 - International Conference on Evolutionary Multi-Criterion Optimization, Mar 2019, East Lansing, Michigan, United States. pp.411-423, ⟨10.1007/978-3-030-12598-1_33⟩
Communication dans un congrès hal-02064547v1
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Closed state model for understanding the dynamics of MOEAs

 Hugo Monzón , Hernan Aguirre , Sébastien Verel , Arnaud Liefooghe , Bilel Derbel , et al.
Genetic and Evolutionary Computation Conference (GECCO 2017), Jul 2017, Berlin, Germany
Communication dans un congrès hal-01496329v1
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Dynamic compartmental models for large multi-objective landscapes and performance estimation

 Hugo Monzón , Hernan Aguirre , Sébastien Verel , Arnaud Liefooghe , Bilel Derbel , et al.
EvoCOP 2020 - 20th European Conference on Evolutionary Computation in Combinatorial Optimisation, Apr 2020, Seville, Spain. pp.99-113, ⟨10.1007/978-3-030-43680-3_7⟩
Communication dans un congrès hal-02920043v1
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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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Designing parallelism in surrogate-assisted multiobjective optimization based on decomposition

 Nicolas Berveglieri , Bilel Derbel , Arnaud Liefooghe , Hernán Aguirre , Qingfu Zhang , et al.
GECCO 2020 - The Genetic and Evolutionary Computation Conference, Jul 2020, Cancún (on line), Mexico. pp.462-470, ⟨10.1145/3377930.3390202⟩
Communication dans un congrès hal-02949064v1
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Dynamic compartmental models for algorithm analysis and population size estimation

 Hugo Monzón , Hernan Aguirre , Sébastien Verel , Arnaud Liefooghe , Bilel Derbel , et al.
GECCO 2019 - Genetic and Evolutionary Computation Conference, Jul 2019, Prague, Czech Republic. pp.2044-2047, ⟨10.1145/3319619.3326912⟩
Communication dans un congrès hal-02436226v1
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Learning variable importance to guide recombination on many-objective optimization

 Miyako Sagawa , Hernán Aguirre , Fabio Daolio , Arnaud Liefooghe , Bilel Derbel , et al.
5th International Conference on Smart Computing and Artificial Intelligence (SCAI 2017), Jul 2017, Hamamatsu, Japan
Communication dans un congrès hal-01581247v1
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Approximating Pareto Set Topology by Cubic Interpolation on Bi-objective Problems

 Yuri Marca , Hernan Aguirre , Saúl Zapotecas Martinez , Arnaud Liefooghe , Bilel Derbel , et al.
EMO 2019 - International Conference on Evolutionary Multi-Criterion Optimization, Mar 2019, East Lansing, Michigan, United States. pp.386-398, ⟨10.1007/978-3-030-12598-1_31⟩
Communication dans un congrès hal-02064548v1
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