Publications

Here you can find our publications related to the project.


Journal papers

  • Alexandre Chotard, Anne Auger. Verifiable Conditions for the Irreducibility and Aperiodicity of Markov Chains by Analyzing Underlying Deterministic Models, Bernoulli (to appear, 2017)
  • Fabio Daolio, Arnaud Liefooghe, Sébastien Verel, Hernán Aguirre, Kiyoshi Tanaka. Problem features vs. algorithm performance on rugged multi-objective combinatorial fitness landscapes. Evolutionary Computation (to appear)
  • Anne Auger, Nikolaus Hansen, Linear Convergence of Comparison-based Step-size Adaptive Randomized Search via Stability of Markov Chains, SIAM J. Optim., 26(3) (2016), 1589-1624


International conference reviewed papers

2017

  • Hugo Monzon, Hernán Aguirre, Sébastien Verel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka. Closed state model for understanding the dynamics of MOEAs. Genetic and Evolutionary Computation Conference (GECCO 2017), Berlin, Germany, 2017
  • Arnaud Liefooghe, Bilel Derbel, Sébastien Verel, Hernán Aguirre, Kiyoshi Tanaka. Towards landscape-aware automatic algorithm configuration: preliminary experiments on neutral and rugged landscapes. European Conference on Evolutionary Computation in Combinatorial Optimisation (EvoCOP 2017), Lecture Notes in Computer Science (LNCS), Amsterdam, The Netherlands, 2017
  • Arnaud Liefooghe, Bilel Derbel, Sébastien Verel, Hernán Aguirre, Kiyoshi Tanaka. A fitness landscape analysis of Pareto local search on bi-objective permutation flowshop scheduling problems. 9th International Conference on Evolutionary Multi-Criterion Optimization (EMO 2017), Lecture Notes in Computer Science (LNCS), vol. 10173, pp. 422-437, Münster, Germany, 2017

2016

  • Miyako Sagawa, Hernán Aguirre, Fabio Daolio, Arnaud Liefooghe, Bilel Derbel, Sébastien Verel, Kiyoshi Tanaka. Learning variable importance to guide recombination. IEEE Symposium on Computational Intelligence in Multicriteria Decision-Making (IEEE MCDM 2016), Athens, Greece, 2016
  • Christopher Jankee, Sébastien Verel, Bilel Derbel, Cyril Fonlupt. A Fitness Cloud Model for Adaptive Metaheuristic Selection Methods. International Conference on Parallel Problem Solving from Nature (PPSN 2016), Lecture Notes in Computer Science (LNCS), vol. 9921, Edinburgh, Scotland, 2016
  • Bilel Derbel, Arnaud Liefooghe, Qingfu Zhang, Hernán Aguirre, Kiyoshi Tanaka. Multi-objective local search based on decomposition. International Conference on Parallel Problem Solving from Nature (PPSN 2016), Lecture Notes in Computer Science (LNCS), vol. 9921, pp. 431-441, Edinburgh, Scotland, 2016
  • Arnaud Liefooghe, Bilel Derbel. A correlation analysis of set quality indicator values in multiobjective optimization. Genetic and Evolutionary Computation Conference (GECCO 2016), pp. 581-588, Denver, USA, 2016

2015

  • Saúl Zapotecas-Martínez, Bilel Derbel, Arnaud Liefooghe, Hernán Aguirre, Kiyoshi Tanaka. Geometric differential evolution in MOEA/D: a preliminary study. 14th Mexican International Conference on Artificial Intelligence (MICAI 2015), Lecture Notes in Computer Science (LNCS), vol. 9413, pp. 364-376, Cuernavaca, Mexico, 2015
  • Hernán Aguirre, Saúl Zapotecas-Martínez, Arnaud Liefooghe, Sébastien Verel, Kiyoshi Tanaka. Approaches for many-objective optimization: analysis and comparison on MNK-landscapes. 13th International Conference on Artificial Evolution (EA 2015), Lecture Notes in Computer Science (LNCS) vol. 9554, pp.14-28, Lyon, France, 2015
  • Saul Zapotecas-Martínez, Bilel Derbel, Arnaud Liefooghe, Dimo Brockhoff, Hernán Aguirre, Kiyoshi Tanaka. Injecting CMA-ES into MOEA/D. Genetic and Evolutionary Computation Conference (GECCO 2015), pp. 783-790, Madrid, Spain, 2015
  • Fabio Daolio, Arnaud Liefooghe, Sébastien Verel, Hernán Aguirre, Kiyoshi Tanaka. Global vs local search on multi-objective NK-landscapes: contrasting the impact of problem features. Genetic and Evolutionary Computation Conference (GECCO 2015), pp. 369-376, Madrid, Spain, 2015 best paper award (ECOM track) ★
  • Dimo Brockhoff. Comparison of the MATSuMoTo Library for Expensive Optimization on the Noiseless Black-Box Optimization Benchmarking Testbed. Congress on Evolutionary Computation (CEC 2015). IEEE, 2015.
  • Bilel Derbel, Arnaud Liefooghe, Gauvain Marquet, El-Ghazali Talbi. A fine-grained message passing MOEA/D. IEEE Congress on Evolutionary Computation (CEC 2015), Sendai, Japan, 2015
  • Dimo Brockhoff. A Bug in the Multiobjective Optimizer IBEA: Salutary Lessons for Code Release and a Performance Re-Assessment. Evolutionary Multi-Criterion Optimization (EMO 2015), pp. 187-201. Springer, 2015.
  • Arnaud Liefooghe, Sébastien Verel, Fabio Daolio, Hernan Aguirre, Kiyoshi Tanaka. A feature-based performance analysis in evolutionary multiobjective optimization. 8th International Conference on Evolutionary Multi-Criterion Optimization (EMO 2015), Lecture Notes in Computer Science (LNCS) vol. 9019, pp. 95-109, Guimarães, Portugal, 2015

2014

  • Martin Drozdik, Kiyoshi Tanaka, Hernán Aguirre, Sébastien Verel, Arnaud Liefooghe, Bilel Derbel. An analysis of differential evolution parameters on rotated bi-objective optimization functions. 10th International Conference on Simulated Evolution and Learning (SEAL 2014), Lecture Notes in Computer Science (LNCS) vol. 8886, pp. 143-154, Dunedin, New Zealand, 2014
  • Hernán Aguirre, Arnaud Liefooghe, Sébastien Verel, Kiyoshi Tanaka. An analysis on selection for high-resolution approximations in many-objective optimization. International Conference on Parallel Problem Solving from Nature (PPSN 2014), Lecture Notes in Computer Science (LNCS), Ljubljana, Slovenia, 2014
  • Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe, Sébastien Verel. On the impact of multiobjective scalarizing functions. International Conference on Parallel Problem Solving from Nature (PPSN 2014), Lecture Notes in Computer Science (LNCS), Ljubljana, Slovenia, 2014

2013

  • Arnaud Liefooghe, Sébastien Verel, Hernan Aguirre, Kiyoshi Tanaka. What makes an instance difficult for black-box 0–1 evolutionary multiobjective optimizers? International Conference on Artificial Evolution (EA 2013), Lecture Notes in Computer Science (LNCS), Bordeaux, France, 2013
  • Hernan Aguirre, Arnaud Liefooghe, Sébastien Verel, Kiyoshi Tanaka. A study on population size and selection lapse in many-objective optimization. IEEE Congress on Evolutionary Computation (CEC 2013), pp 1507-1514, Cancún, Mexico, 2013
  • Hernan Aguirre, Arnaud Liefooghe, Sébastien Verel, Kiyoshi Tanaka. Effects of population size on selection and scalability in evolutionary many-objective optimization. Learning and Intelligent OptimizatioN Conference (LION 7) - Short Paper, Lecture Notes in Computer Science (LNCS) vol. 7997, pp. 450-454, Catania, Italy, 2013
 
publications.txt · Last modified: 2017/08/03 12:34 by root
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