Michael G. Epitropakis

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Michael N. VrahatisDepartment of Mathematics, University of Patras, GreeceVerified email at upatras.gr
Vassilis PlagianakosProfessor, Department of Computer Science and Biomedical Informatics, University of Thessaly, GreeceVerified email at uth.gr
Edmund Kieran BurkeBangor UniversityVerified email at bangor.ac.uk
Andries EngelbrechtStellenbosch University, Department of Industrial Engineering, and Division of Computer ScienceVerified email at sun.ac.za
Nicos PavlidisLancaster UniversityVerified email at lancaster.ac.uk
Dimitris TasoulisSenior ResearcherVerified email at wintoncapital.com
Maximos Kaliakatsos-PapakostasHellenic Mediterranean UniversityVerified email at hmu.gr
Ferrante NeriProfessor of Machine Learning and Artificial Intelligence, NICE group, University of SurreyVerified email at surrey.ac.uk
Shin YooKorea Advanced Institute of Science and TechnologyVerified email at kaist.ac.kr
Kalyanmoy DebUniversity Distinguished Professor, Electrical and Computer Engineering, Michigan State UniversityVerified email at egr.msu.edu
Mark HarmanResearch Scientist at Meta & Professor of Software Engineering at UCLVerified email at ucl.ac.uk
Jerry SwanCEO, Hylomorph SolutionsVerified email at hylomorph-solutions.com
Andreas FlorosProfessor, Audio Technology, Ionian UniversityVerified email at ionio.gr
Fabio CaraffiniSwansea UniversityVerified email at swansea.ac.uk
Mike PreussUniversiteit LeidenVerified email at liacs.leidenuniv.nl
Alexander E.I. BrownleeSenior Lecturer, University of Stirling, previously Loughborough, Robert GordonVerified email at cs.stir.ac.uk
Jonathan FieldsendProfessor of Computational Intelligence, Department of Computer Science, University of ExeterVerified email at exeter.ac.uk
Shahin RostamiData Science Lab, Polyra LimitedVerified email at shahinrostami.com
John.R.Woodward@gmail.com Head...Loughborough Uni. previously Head of OR LAB@QMUL, Stirling, Nottingham & BirminghamVerified email at lboro.ac.uk
Saemundur HaraldssonLecturer, University of StirlingVerified email at cs.stir.ac.uk

Michael G. Epitropakis

Lecturer, Data Science Institute, Management Science, Lancaster University

Verified email at lancaster.ac.uk - Homepage

Global Optimization Evolutionary Computation Meta-Heuristics Operations Research Differential Evolution


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Benchmark functions for CEC’2013 special session and competition on niching methods for multimodal function optimization X Li, A Engelbrecht, MG Epitropakis RMIT University, Evolutionary Computation and Machine Learning Group …, 2013	374	2013
Enhancing differential evolution utilizing proximity-based mutation operators MG Epitropakis, DK Tasoulis, NG Pavlidis, VP Plagianakos, MN Vrahatis IEEE Transactions on Evolutionary Computation 15 (1), 99-119, 2011	370	2011
Seeking Multiple Solutions: an Updated Survey on Niching Methods and Their Applications X Li, MG Epitropakis, K Deb, A Engelbrecht IEEE Transactions on Evolutionary Computation, 1-21, 2016	311	2016
Evolving cognitive and social experience in particle swarm optimization through differential evolution: a hybrid approach MG Epitropakis, VP Plagianakos, MN Vrahatis Information Sciences 216, 50-92, 2012	157	2012
Empirical evaluation of pareto efficient multi-objective regression test case prioritisation MG Epitropakis, S Yoo, M Harman, EK Burke Proceedings of the 2015 International Symposium on Software Testing and …, 2015	119	2015
A dynamic archive niching differential evolution algorithm for multimodal optimization MG Epitropakis, X Li, EK Burke 2013 IEEE Congress on Evolutionary Computation, 79-86, 2013	95	2013
Finding multiple global optima exploiting differential evolution's niching capability MG Epitropakis, VP Plagianakos, MN Vrahatis 2011 IEEE symposium on differential evolution (SDE), 1-8, 2011	82	2011
Progressive preference articulation for decision making in multi-objective optimisation problems S Rostami, F Neri, M Epitropakis Integrated Computer-Aided Engineering 24 (4), 315-335, 2017	66	2017
Balancing the exploration and exploitation capabilities of the differential evolution algorithm MG Epitropakis, VP Plagianakos, MN Vrahatis 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on …, 2008	63	2008
HyperSPAM: A study on hyper-heuristic coordination strategies in the continuous domain F Caraffini, F Neri, M Epitropakis Information Sciences 477, 186-202, 2019	54	2019
Hardware-friendly higher-order neural network training using distributed evolutionary algorithms MG Epitropakis, VP Plagianakos, MN Vrahatis Applied Soft Computing 10 (2), 398-408, 2010	47	2010
Weighted Markov chain model for musical composer identification MA Kaliakatsos-Papakostas, MG Epitropakis, MN Vrahatis European conference on the applications of evolutionary computation, 334-343, 2011	43	2011
Musical composer identification through probabilistic and feedforward neural networks MA Kaliakatsos-Papakostas, MG Epitropakis, MN Vrahatis European Conference on the Applications of Evolutionary Computation, 411-420, 2010	39	2010
Evolving cognitive and social experience in particle swarm optimization through differential evolution MG Epitropakis, VP Plagianakos, MN Vrahatis IEEE Congress on Evolutionary Computation, 1-8, 2010	36	2010
A hyper-heuristic approach based upon a hidden Markov model for the multi-stage nurse rostering problem A Kheiri, A Gretsista, E Keedwell, G Lulli, MG Epitropakis, EK Burke Computers & operations research 130, 105221, 2021	30	2021
A Hybrid Breakout Local Search and Reinforcement Learning Approach to the Vertex Separator Problem U Benlic, MG Epitropakis, EK Burke European Journal of Operational Research, 2017	28	2017
Gen-O-Fix: An embeddable framework for Dynamic Adaptive Genetic Improvement Programming J Swan, M Epitropakis, J Woodward	28	2014
Multimodal optimization using niching differential evolution with index-based neighborhoods MG Epitropakis, VP Plagianakos, MN Vrahatis 2012 IEEE Congress on Evolutionary Computation, 1-8, 2012	28	2012
Results of the 2013 IEEE CEC competition on niching methods for multimodal optimization X Li, A Engelbrecht, M Epitropakis Report presented at 2013 IEEE Congress on Evolutionary Computation …, 2013	26	2013
Interactive Evolution of 8–bit melodies with Genetic Programming towards finding aesthetic measures for sound MA Kaliakatsos–Papakostas, MG Epitropakis, A Floros, MN Vrahatis Evolutionary and Biologically Inspired Music, Sound, Art and Design: First …, 2012	24	2012

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