Gabriela Ochoa

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Edmund Kieran BurkeBangor UniversityVerified email at bangor.ac.uk
Matthew R. HydeSenior Research Fellow, University of NottinghamVerified email at nottingham.ac.uk
Professor Graham KendallCEO of the Good Capitalism ForumVerified email at nottingham.edu.my
Sébastien VerelProfessor of Computer Science, Laboratoire LISIC, Université du Littoral Côte d'Opale, FranceVerified email at univ-littoral.fr
Marco TomassiniProfessor of Computer Science, Faculty of Business and Economics (HEC), University of LausanneVerified email at unil.ch
Nadarajen VeerapenAssociate Professor (maître de conférences), University of LilleVerified email at univ-lille.fr
Fabio DaolioData Scientist, NAGRA KudelskiVerified email at nagra.com
Michel GendreauProfessor of Operations Research, École Polytechnique de MontréalVerified email at cirrelt.net
Tim CurtoisStaff Roster SolutionsVerified email at staffrostersolutions.com
Rong QuAssociate Professor, University of Nottingham, UKVerified email at cs.nott.ac.uk
L. Darrell WhitleyProfessor of Computer Science, Colorado State UniversityVerified email at cs.colostate.edu
Francisco ChicanoAssociate, University of MálagaVerified email at lcc.uma.es
John R. Woodward - Head of Compute...Loughborough Uni. previously Head of OR LAB@QMUL, Stirling, Nottingham & BirminghamVerified email at lboro.ac.uk
Renato TinósProfessor of Computer Science, University of São PauloVerified email at ffclrp.usp.br
Sarah L. ThomsonUniversity of StirlingVerified email at stir.ac.uk
Jorge Alberto Soria AlcarazUniversidad de Guanajuato. Doctor en Ciencias en ComputacionVerified email at ugto.mx
Katherine MalanDepartment of Decision Sciences, UNISAVerified email at ieee.org
Inman HarveyUniversity of SussexVerified email at sussex.ac.uk
Hugo Terashima-MarínTecnológico de MonterreyVerified email at tec.mx
Andrew HoyleSenior Lecturer of Mathematics, University of StirlingVerified email at maths.stir.ac.uk

Gabriela Ochoa

Professor of Computer Science, University of Stirling

Verified email at cs.stir.ac.uk - Homepage

Evolutionary Algorithms Fitness Landscapes Combinatorial Optimisation Local Optima Networks Hyper-heuristics


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Hyper-heuristics: A survey of the state of the art EK Burke, M Gendreau, M Hyde, G Kendall, G Ochoa, E Ozcan, R Qu Journal of the Operational Research Society (JORS) 64 (12), 1695-1724, 2013	1311	2013
A classification of hyper-heuristic approaches EK Burke, M Hyde, G Kendall, G Ochoa, E Özcan, JR Woodward Handbook of Metaheuristics, 449-468, 2010	685	2010
Google Trends in infodemiology and infoveillance: methodology framework A Mavragani, G Ochoa JMIR public health and surveillance 5 (2), e13439, 2019	302	2019
Exploring hyper-heuristic methodologies with genetic programming EK Burke, MR Hyde, G Kendall, G Ochoa, E Ozcan, JR Woodward Computational intelligence: Collaboration, fusion and emergence, 177-201, 2009	302	2009
Assessing the methods, tools, and statistical approaches in Google Trends research: systematic review A Mavragani, G Ochoa, KP Tsagarakis Journal of Medical Internet Research 20 (11), e270, 2018	258	2018
HyFlex: a benchmark framework for cross-domain heuristic search G Ochoa, M Hyde, T Curtois, JA Vazquez-Rodriguez, J Walker, ... Evolutionary Computation in Combinatorial Optimization, 136-147, 2012	203	2012
A study of NK landscapes' basins and local optima networks G Ochoa, M Tomassini, S Vérel, C Darabos Proceedings of the 10th annual conference on Genetic and evolutionary …, 2008	162	2008
A reinforcement learning: great-deluge hyper-heuristic for examination timetabling E Özcan, M Misir, G Ochoa, EK Burke Modeling, analysis, and applications in metaheuristic computing …, 2012	160	2012
A classification of hyper-heuristic approaches: revisited EK Burke, MR Hyde, G Kendall, G Ochoa, E Özcan, JR Woodward Handbook of metaheuristics, 453-477, 2019	143	2019
Optimising antibiotic usage to treat bacterial infections IK Paterson, A Hoyle, G Ochoa, C Baker-Austin, NGH Taylor Scientific reports 6 (1), 37853, 2016	115	2016
Contrasting meta-learning and hyper-heuristic research: the role of evolutionary algorithms GL Pappa, G Ochoa, MR Hyde, AA Freitas, J Woodward, J Swan Genetic Programming and Evolvable Machines 15, 3-35, 2014	110	2014
On genetic algorithms and Lindenmayer systems G Ochoa PPSN, 335-344, 1998	106	1998
Local optima networks of NK landscapes with neutrality S Verel, G Ochoa, M Tomassini IEEE Transactions on Evolutionary Computation 15 (6), 783-797, 2010	104	2010
Iterated local search vs. hyper-heuristics: Towards general-purpose search algorithms E Burke, T Curtois, M Hyde, G Kendall, G Ochoa, S Petrovic, ... IEEE congress on evolutionary computation, 1-8, 2010	98	2010
Effective learning hyper-heuristics for the course timetabling problem JA Soria-Alcaraz, G Ochoa, J Swan, M Carpio, H Puga, EK Burke European Journal of Operational Research 238 (1), 77-86, 2014	94	2014
Analyzing the landscape of a graph based hyper-heuristic for timetabling problems G Ochoa, R Qu, EK Burke Proceedings of the 11th Annual conference on Genetic and evolutionary …, 2009	83	2009
An integer linear programming approach to the single and bi-objective next release problem N Veerapen, G Ochoa, M Harman, EK Burke Information and Software Technology 65, 1-13, 2015	78	2015
Error thresholds in genetic algorithms G Ochoa Evolutionary computation 14 (2), 157-182, 2006	75	2006
A unified hyper-heuristic framework for solving bin packing problems E López-Camacho, H Terashima-Marin, P Ross, G Ochoa Expert Systems with Applications 41 (15), 6876-6889, 2014	74	2014
On recombination and optimal mutation rates G Ochoa, I Harvey, H Buxton Proceedings of the genetic and evolutionary computation conference 1, 488-495, 1999	72	1999

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