Michael Emmerich

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	All	Since 2015
Citations	6272	4081
h-index	32	27
i10-index	108	87

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Thomas BäckProfessor of Computer Science, Leiden University; Chief Scientist, NORCE Research Centre, NorwayVerified email at liacs.leidenuniv.nl
Boris NaujoksCologne University of Applied SciencesVerified email at fh-koeln.de
Iryna YevseyevaDe Montfort University, LeicesterVerified email at dmu.ac.uk
Hao WangPostdoc in Sorbonne UniversitéVerified email at lip6.fr
Johannes KruisselbrinkBiometris, Wageningen University & ResearchVerified email at wur.nl
Rui LiLeiden University; Microsoft Research AsiaVerified email at microsoft.com
Kaifeng YangPostdoc, University of Applied Sciences Upper AustriaVerified email at fh-hagenberg.at
Mike PreussUniversiteit LeidenVerified email at liacs.leidenuniv.nl
Dr. Ofer M. ShirHead, Department of Computer Science, Tel-Hai College, Upper Galilee, IsraelVerified email at alumni.Princeton.EDU
Koen van der BlomPostdoc, LIACS, Leiden UniversityVerified email at liacs.leidenuniv.nl
Eelke van der HorstAmsterdam Medical CenterVerified email at lumc.nl
Andreas BenderReader, University of Cambridge; Team Leader, AstraZenecaVerified email at cam.ac.uk
Jouke DijkstraAssociate professor, section leader vascular and molecular imaging, Leiden University Medical CenterVerified email at lumc.nl
Longmei LiLeiden Institute of Advanced Computer ScienceVerified email at liacs.leidenuniv.nl
Vitor Basto-FernandesISCTE-IULVerified email at iscte.pt
Bas van SteinLeiden UniversityVerified email at liacs.leidenuniv.nl
Carlos M. FonsecaDepartment of Informatics Engineering, University of CoimbraVerified email at dei.uc.pt
Heike TrautmannProfessor of Statistics, Department of Information Systems, University of Münster, GermanyVerified email at wi.uni-muenster.de
Tobias WagnerInstitute of Machining Technology (ISF), TU DortmundVerified email at isf.de
Joost KokDean of the Faculty of Electrical Engineering, Mathematics and Computer Science at the University ofVerified email at utwente.nl

Michael Emmerich

Associate Professor, LIACS, Leiden University & Jyväskyla University, Visiting Researcher

Verified email at liacs.nl - Homepage

Multicriteria Optimization Complex Networks Computational Biology Sustainable Design Chemoinformatics


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SMS-EMOA: Multiobjective selection based on dominated hypervolume N Beume, B Naujoks, M Emmerich European Journal of Operational Research 181 (3), 1653-1669, 2007	1409	2007
An EMO algorithm using the hypervolume measure as selection criterion M Emmerich, N Beume, B Naujoks International Conference on Evolutionary Multi-Criterion Optimization, 62-76, 2005	583	2005
Single-and multiobjective evolutionary optimization assisted by Gaussian random field metamodels MTM Emmerich, KC Giannakoglou, B Naujoks IEEE Transactions on Evolutionary Computation 10 (4), 421-439, 2006	443	2006
Metamodel—Assisted evolution strategies M Emmerich, A Giotis, M Özdemir, T Bäck, K Giannakoglou International Conference on parallel problem solving from nature, 361-370, 2002	249	2002
On expected-improvement criteria for model-based multi-objective optimization T Wagner, M Emmerich, A Deutz, W Ponweiser International Conference on Parallel Problem Solving from Nature, 718-727, 2010	123	2010
A tutorial on multiobjective optimization: fundamentals and evolutionary methods MTM Emmerich, AH Deutz Natural computing 17 (3), 585-609, 2018	112	2018
Hypervolume-based expected improvement: Monotonicity properties and exact computation MTM Emmerich, AH Deutz, JW Klinkenberg 2011 IEEE Congress of Evolutionary Computation (CEC), 2147-2154, 2011	109	2011
Multi-objective optimisation using S-metric selection: Application to three-dimensional solution spaces B Naujoks, N Beume, M Emmerich 2005 IEEE Congress on Evolutionary Computation 2, 1282-1289, 2005	94	2005
The computation of the expected improvement in dominated hypervolume of Pareto front approximations M Emmerich, J Klinkenberg Rapport technique, Leiden University 34, 7.3, 2008	83	2008
Single-and multi-objective evolutionary design optimization assisted by gaussian random field metamodels M Emmerich Dissertation, LS11, FB Informatik, Universität Dortmund, Germany, 2005	83	2005
Adaptive niche radii and niche shapes approaches for niching with the CMA-ES OM Shir, M Emmerich, T Bäck Evolutionary computation 18 (1), 97-126, 2010	81	2010
Mixed-integer evolution strategy for chemical plant optimization with simulators M Emmerich, M Grötzner, B Groß, M Schütz Evolutionary Design and Manufacture, 55-67, 2000	77	2000
Enhancing decision space diversity in evolutionary multiobjective algorithms OM Shir, M Preuss, B Naujoks, M Emmerich International Conference on Evolutionary Multi-Criterion Optimization, 95-109, 2009	71	2009
Test problems based on Lamé superspheres MTM Emmerich, AH Deutz International Conference on Evolutionary Multi-Criterion Optimization, 922-936, 2007	68	2007
Design of graph-based evolutionary algorithms: A case study for chemical process networks M Emmerich, M Grötzner, M Schütz Evolutionary Computation 9 (3), 329-354, 2001	62	2001
Metamodel assisted multiobjective optimisation strategies and their application in airfoil design M Emmerich, B Naujoks Adaptive computing in design and manufacture VI, 249-260, 2004	60	2004
Computing hypervolume contributions in low dimensions: Asymptotically optimal algorithm and complexity results MTM Emmerich, CM Fonseca International Conference on Evolutionary Multi-Criterion Optimization, 121-135, 2011	59	2011
Mixed integer evolution strategies for parameter optimization R Li, MTM Emmerich, J Eggermont, T Bäck, M Schütz, J Dijkstra, ... Evolutionary computation 21 (1), 29-64, 2013	57	2013
Gradient-based/evolutionary relay hybrid for computing Pareto front approximations maximizing the S-metric M Emmerich, A Deutz, N Beume International Workshop on Hybrid Metaheuristics, 140-156, 2007	57	2007
Robust multi-criteria design optimisation in building design CJ Hopfe, MTM Emmerich, R Marijt, J Hensen Proceedings of building simulation and optimization, Loughborough, UK, 118-125, 2012	52	2012

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