Michael Emmerich
Michael Emmerich
Associate Professor, LIACS, Leiden University & Jyväskyla University, Visiting Researcher
Verified email at liacs.nl - Homepage
TitleCited byYear
SMS-EMOA: Multiobjective selection based on dominated hypervolume
N Beume, B Naujoks, M Emmerich
European Journal of Operational Research 181 (3), 1653-1669, 2007
12642007
Surrogate-assisted evolutionary computation: Recent advances and future challenges
Y Jin
Swarm and Evolutionary Computation 1 (2), 61-70, 2011
6162011
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
5392005
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
3982006
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
2462002
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
1122010
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
982011
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
882005
Single-and multi-objective evolutionary design optimization assisted by gaussian random field metamodels
M Emmerich
Dissertation, LS11, FB Informatik, Universität Dortmund, Germany, 2005
792005
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
762010
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
742000
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
642008
Test problems based on Lamé superspheres
MTM Emmerich, AH Deutz
International Conference on Evolutionary Multi-Criterion Optimization, 922-936, 2007
632007
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
602009
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
602004
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
602001
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
552011
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
542007
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
492013
A novel chemogenomics analysis of G protein-coupled receptors (GPCRs) and their ligands: a potential strategy for receptor de-orphanization
E van der Horst, JE Peironcely, AP IJzerman, MW Beukers, JR Lane, ...
Bmc Bioinformatics 11 (1), 316, 2010
492010
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