Arnaud Liefooghe

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 65

Top Venues

Lille University of Science and Technology, France (PHD)

Education History

Lille University of Science and Technology, France

PHD

Publications

Shoichiro Tanaka, Gabriela Ochoa, Arnaud Liefooghe, Keiki Takadama, Hiroyuki Sato
Approximating Pareto Local Optimal Solution Networks. GECCO (2024)
Shoichiro Tanaka, Arnaud Liefooghe, Keiki Takadama, Hiroyuki Sato
Designing Helper Objectives in Multi-Objectivization. CEC (2024)
Matthieu Basseur, Arnaud Liefooghe, Sara Tari
MOW-P: A Simple yet Efficient Partial Neighborhood Walk for Multiobjective Optimization. CEC (2024)
Wei Wang, Jialong Shi, Jianyong Sun, Arnaud Liefooghe, Qingfu Zhang, Ye Fan
On the Effects of Smoothing Rugged Landscape by Different Toy Problems: A Case Study on UBQP. CEC (2024)
Arnaud Liefooghe, Sébastien Vérel, Tinkle Chugh, Jonathan E. Fieldsend, Richard Allmendinger, Kaisa Miettinen
Feature-Based Benchmarking of Distance-Based Multi/Many-objective Optimisation Problems: A Machine Learning Perspective. EMO (2023)
Mayowa Ayodele, Richard Allmendinger, Manuel López-Ibáñez, Arnaud Liefooghe, Matthieu Parizy
Applying Ising Machines to Multi-objective QUBOs. GECCO Companion (2023)
Arnaud Liefooghe, Katherine Mary Malan
Adaptive Landscape-aware Constraint Handling with Application to Binary Knapsack Problem. GECCO Companion (2023)
Mayowa Ayodele, Richard Allmendinger, Manuel López-Ibáñez, Arnaud Liefooghe, Matthieu Parizy
Applying Ising Machines to Multi-objective QUBOs. CoRR (2023)
Gabriela Ochoa, Arnaud Liefooghe, Yuri Cossich Lavinas, Claus Aranha
Decision/Objective Space Trajectory Networks for Multi-objective Combinatorial Optimisation. EvoCOP (2023)
Arnaud Liefooghe, Gabriela Ochoa, Sébastien Vérel, Bilel Derbel
Pareto Local Optimal Solutions Networks with Compression, Enhanced Visualization and Expressiveness. GECCO (2023)
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 (2023)
Arnaud Liefooghe, Manuel López-Ibáñez
Many-objective (Combinatorial) Optimization is Easy. GECCO (2023)
Raphaël Cosson, Roberto Santana, Bilel Derbel, Arnaud Liefooghe
Multi-objective NK landscapes with heterogeneous objectives. GECCO (2022)
Geoffrey Pruvost, Bilel Derbel, Arnaud Liefooghe
Moead-framework: a modular MOEA/D Python framework. J. Open Source Softw. 7 (78) (2022)
Richard Allmendinger, Andrzej Jaszkiewicz, Arnaud Liefooghe, Christiane Tammer
What if we increase the number of objectives? Theoretical and empirical implications for many-objective combinatorial optimization. Comput. Oper. Res. 145 (2022)
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)
Roberto Santana, Arnaud Liefooghe, Bilel Derbel
Boomerang-shaped neural embeddings for NK landscapes. GECCO (2022)
Johann Dréo, Arnaud Liefooghe, Sébastien Vérel, Marc Schoenauer, Juan Julián Merelo Guervós, Alexandre Quemy, Benjamin Bouvier, Jan Gmys
Paradiseo: From a Modular Framework for Evolutionary Computation to the Automated Design of Metaheuristics - 22 Years of Paradiseo -. CoRR (2021)
Richard Allmendinger, Andrzej Jaszkiewicz, Arnaud Liefooghe, Christiane Tammer
What if we Increase the Number of Objectives? Theoretical and Empirical Implications for Many-objective Optimization. CoRR (2021)
Alexandre D. Jesus, Luís Paquete, Arnaud Liefooghe
A model of anytime algorithm performance for bi-objective optimization. J. Glob. Optim. 79 (2) (2021)
Johann Dréo, Arnaud Liefooghe, Sébastien Vérel, Marc Schoenauer, Juan Julián Merelo Guervós, Alexandre Quemy, Benjamin Bouvier, Jan Gmys
Paradiseo: from a modular framework for evolutionary computation to the automated design of metaheuristics: 22 years of Paradiseo. GECCO Companion (2021)
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)
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)
Arnaud Liefooghe, Sébastien Vérel, Benjamin Lacroix, Alexandru-Ciprian Zavoianu, John A. W. McCall
Landscape features and automated algorithm selection for multi-objective interpolated continuous optimisation problems. GECCO (2021)
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)
Omar Abdelkafi, Bilel Derbel, Arnaud Liefooghe, Darrell Whitley
On the Design of a Partition Crossover for the Quadratic Assignment Problem. PPSN (1) (2020)
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)
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) (2020)
Geoffrey Pruvost, Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel, Qingfu Zhang
Surrogate-assisted multi-objective combinatorial optimization based on decomposition and walsh basis. GECCO (2020)
Estefania Yap, Mario A. Muñoz, Kate Smith-Miles, Arnaud Liefooghe
Instance Space Analysis of Combinatorial Multi-objective Optimization Problems. CEC (2020)
Xiaoran Ruan, Ke Li, Bilel Derbel, Arnaud Liefooghe
Surrogate Assisted Evolutionary Algorithm for Medium Scale Expensive Multi-Objective Optimisation Problems. CoRR (2020)
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)
Xiaoran Ruan, Ke Li, Bilel Derbel, Arnaud Liefooghe
Surrogate assisted evolutionary algorithm for medium scale multi-objective optimisation problems. GECCO (2020)
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)
Jesús Guillermo Falcón-Cardona, Arnaud Liefooghe, Carlos A. Coello Coello
An Ensemble Indicator-Based Density Estimator for Evolutionary Multi-objective Optimization. PPSN (2) (2020)
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)
Alexandre D. Jesus, Arnaud Liefooghe, Bilel Derbel, Luís Paquete
Algorithm selection of anytime algorithms. GECCO (2020)
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 (2020)
Taishi Ito, Hernán E. Aguirre, Kiyoshi Tanaka, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel
Estimating Relevance of Variables for Effective Recombination. EMO (2019)
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)
Omar Abdelkafi, Bilel Derbel, Arnaud Liefooghe
A Parallel Tabu Search for the Large-scale Quadratic Assignment Problem. CEC (2019)
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)
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)
Nicolas Berveglieri, Bilel Derbel, Arnaud Liefooghe, Hernán E. Aguirre, Kiyoshi Tanaka
Surrogate-assisted multiobjective optimization based on decomposition: a comprehensive comparative analysis. GECCO (2019)
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)
Arnaud Liefooghe, Manuel López-Ibáñez, Luís Paquete, Sébastien Vérel
Dominance, epsilon, and hypervolume local optimal sets in multi-objective optimization, and how to tell the difference. GECCO (2018)
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)
Jialong Shi, Qingfu Zhang, Bilel Derbel, Arnaud Liefooghe, Jianyong Sun
Parallel pareto local search revisited: first experimental results on bi-objective UBQP. GECCO (2018)
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)
Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Manuel López-Ibáñez, Hernán E. Aguirre, Kiyoshi Tanaka
On Pareto Local Optimal Solutions Networks. PPSN (2) (2018)
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)
Bilel Derbel, Arnaud Liefooghe, Qingfu Zhang, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka
A set-oriented MOEA/D. GECCO (2018)
Fabio Daolio, Arnaud Liefooghe, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka
Problem Features versus Algorithm Performance on Rugged Multiobjective Combinatorial Fitness Landscapes. Evol. Comput. 25 (4) (2017)
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)
Jialong Shi, Qingfu Zhang, Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel
Using Parallel Strategies to Speed up Pareto Local Search. SEAL (2017)
Jialong Shi, Qingfu Zhang, Bilel Derbel, Arnaud Liefooghe
A Parallel Tabu Search for the Unconstrained Binary Quadratic Programming problem. CEC (2017)
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)
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)
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)
Hugo Monzón, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka
Closed state model for understanding the dynamics of MOEAs. GECCO (2017)
Bilel Derbel, Arnaud Liefooghe, Qingfu Zhang, Hernán E. Aguirre, Kiyoshi Tanaka
Multi-objective Local Search Based on Decomposition. PPSN (2016)
Bilel Derbel, Arnaud Liefooghe, Qingfu Zhang, Hernán E. Aguirre, Kiyoshi Tanaka
Local Search Move Strategies within MOEA/D. GECCO (Companion) (2016)
Matthieu Basseur, Bilel Derbel, Adrien Goëffon, Arnaud Liefooghe
dimensional Hypervolume Subset Selection. GECCO (2016)
Miyako Sagawa, Hernán E. Aguirre, Fabio Daolio, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Kiyoshi Tanaka
Learning variable importance to guide recombination. SSCI (2016)
Arnaud Liefooghe, Bilel Derbel
A Correlation Analysis of Set Quality Indicator Values in Multiobjective Optimization. GECCO (2016)
Saúl Zapotecas Martínez, Bilel Derbel, Arnaud Liefooghe, Hernán E. Aguirre, Kiyoshi Tanaka
Geometric Differential Evolution in MOEA/D: A Preliminary Study. MICAI (1) (2015)
Hernán E. Aguirre, Saúl Zapotecas Martínez, Arnaud Liefooghe, Sébastien Vérel, Kiyoshi Tanaka
Approaches for Many-Objective Optimization: Analysis and Comparison on MNK-Landscapes. Artificial Evolution (2015)
Arnaud Liefooghe, Sébastien Vérel, Luís Paquete, Jin-Kao Hao
Experiments on Local Search for Bi-objective Unconstrained Binary Quadratic Programming. EMO (1) (2015)
Dimo Brockhoff, Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel
Feature Cluster on "Evolutionary multiobjective optimization". Eur. J. Oper. Res. 243 (2) (2015)
Arnaud Liefooghe, Sébastien Vérel, Fabio Daolio, Hernán E. Aguirre, Kiyoshi Tanaka
A Feature-Based Performance Analysis in Evolutionary Multiobjective Optimization. EMO (2) (2015)
Bilel Derbel, Arnaud Liefooghe, Gauvain Marquet, El-Ghazali Talbi
A fine-grained message passing MOEA/D. CEC (2015)
Saúl Zapotecas Martínez, Bilel Derbel, Arnaud Liefooghe, Dimo Brockhoff, Hernán E. Aguirre, Kiyoshi Tanaka
Injecting CMA-ES into MOEA/D. GECCO (2015)
Fabio Daolio, Arnaud Liefooghe, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka
Global vs Local Search on Multi-objective NK-Landscapes: Contrasting the Impact of Problem Features. GECCO (2015)
Manuel López-Ibáñez, Arnaud Liefooghe, Sébastien Vérel
Local Optimal Sets and Bounded Archiving on Multi-objective NK-Landscapes with Correlated Objectives. CoRR (2014)
Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe, Sébastien Vérel
On the Impact of Multiobjective Scalarizing Functions. CoRR (2014)
Hernán E. Aguirre, Arnaud Liefooghe, Sébastien Vérel, Kiyoshi Tanaka
An Analysis on Selection for High-Resolution Approximations in Many-Objective Optimization. CoRR (2014)
Hernán E. Aguirre, Arnaud Liefooghe, Sébastien Vérel, Kiyoshi Tanaka
An Analysis on Selection for High-Resolution Approximations in Many-Objective Optimization. PPSN (2014)
Manuel López-Ibáñez, Arnaud Liefooghe, Sébastien Vérel
Local Optimal Sets and Bounded Archiving on Multi-objective NK-Landscapes with Correlated Objectives. PPSN (2014)
Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe, Sébastien Vérel
On the Impact of Multiobjective Scalarizing Functions. PPSN (2014)
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)
Bilel Derbel, Jérémie Humeau, Arnaud Liefooghe, Sébastien Vérel
Distributed localized bi-objective search. Eur. J. Oper. Res. 239 (3) (2014)
Arnaud Liefooghe, Sébastien Vérel, Jin-Kao Hao
A hybrid metaheuristic for multiobjective unconstrained binary quadratic programming. Appl. Soft Comput. 16 (2014)
Gauvain Marquet, Bilel Derbel, Arnaud Liefooghe, El-Ghazali Talbi
Shake Them All! - Rethinking Selection and Replacement in MOEA/D. PPSN (2014)
Hernán E. Aguirre, Arnaud Liefooghe, Sébastien Vérel, Kiyoshi Tanaka
A study on population size and selection lapse in many-objective optimization. IEEE Congress on Evolutionary Computation (2013)
Jérémie Humeau, Arnaud Liefooghe, El-Ghazali Talbi, Sébastien Vérel
ParadisEO-MO: from fitness landscape analysis to efficient local search algorithms. J. Heuristics 19 (6) (2013)
Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe
Force-Based Cooperative Search Directions in Evolutionary Multi-objective Optimization. EMO (2013)
Maryam Abbasi, Luís Paquete, Arnaud Liefooghe, Miguel Pinheiro, Pedro Matias
Improvements on bicriteria pairwise sequence alignment: algorithms and applications. Bioinform. 29 (8) (2013)
Sébastien Vérel, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens
On the structure of multiobjective combinatorial search space: MNK-landscapes with correlated objectives. Eur. J. Oper. Res. 227 (2) (2013)
Arnaud Liefooghe, Luís Paquete, José Rui Figueira
On Local Search for Bi-objective Knapsack Problems. Evol. Comput. 21 (1) (2013)
Arnaud Liefooghe, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka
What Makes an Instance Difficult for Black-Box 0-1 Evolutionary Multiobjective Optimizers? Artificial Evolution (2013)
Hernán E. Aguirre, Arnaud Liefooghe, Sébastien Vérel, Kiyoshi Tanaka
Population size and scalability in the aeseh evolutionary many-objective algorithm. GECCO (Companion) (2013)
Hernán E. Aguirre, Arnaud Liefooghe, Sébastien Vérel, Kiyoshi Tanaka
Effects of Population Size on Selection and Scalability in Evolutionary Many-Objective Optimization. LION (2013)
Matthieu Basseur, Adrien Goëffon, Arnaud Liefooghe, Sébastien Vérel
On set-based local search for multiobjective combinatorial optimization. GECCO (2013)
Marie-Eléonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Vérel
On the Neutrality of Flowshop Scheduling Fitness Landscapes CoRR (2012)
Sébastien Vérel, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens
Analyzing the Effect of Objective Correlation on the Efficient Set of MNK-Landscapes CoRR (2012)
Arnaud Liefooghe, Jérémie Humeau, Salma Mesmoudi, Laetitia Jourdan, El-Ghazali Talbi
On dominance-based multiobjective local search: design, implementation and experimental analysis on scheduling and traveling salesman problems. J. Heuristics 18 (2) (2012)
Francois Legillon, Arnaud Liefooghe, El-Ghazali Talbi
CoBRA: A cooperative coevolutionary algorithm for bi-level optimization. IEEE Congress on Evolutionary Computation (2012)
Arnaud Liefooghe, Matthieu Basseur, Jérémie Humeau, Laetitia Jourdan, El-Ghazali Talbi
On optimizing a bi-objective flowshop scheduling problem in an uncertain environment. Comput. Math. Appl. 64 (12) (2012)
Marie-Eléonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Vérel
The Road to VEGAS: Guiding the Search over Neutral Networks CoRR (2012)
Sébastien Vérel, Arnaud Liefooghe, Jérémie Humeau, Laetitia Jourdan, Clarisse Dhaenens
On the Effect of Connectedness for Biobjective Multiple and Long Path Problems CoRR (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Arnaud Liefooghe