@article{LEEBSDR12,
author = {R. Lui and M.T.M. Emmerich and J. Eggermont and Th. Bäck and M. Schütz and J. Dijkstra and J.H.C. Reiber},
title = {Mixed Integer Evolution Strategies for Parameter Optimization},
journal = {Evolutionary Computation},
year = {2012},
pages = {1--38}
}
@article{GWMSLBBM12,
author = {D. Gaida and C. Wolf and C. Meyer and A. Stuhlsatz and J. Lippeland Th. Bäck and M. Bongards and S. McLoone},
title = {State estimation for anaerobic digesters using the ADM 1. },
journal = {Water Science \& Technology},
year = {2012},
pages = {1088--1095},
volume = {66},
number = {5}
}
@article{HMMVKAEBBZ12,
author = {Van Der Horst, Eelke and Marqu{\’e}s-Gallego, Patricia and Mulder-Krieger, Thea and Van Veldhoven, Jacobus and Kruisselbrink, Johannes and Aleman, Alexander and Emmerich, Michael T M and Brussee, Johannes and Bender, Andreas and {IJ}zerman, Adriaan P},
title = {Multi-Objective Evolutionary Design of Adenosine Receptor Ligands.},
volume = {52},
url = {http://www.ncbi.nlm.nih.gov/pubmed/22647079},
number = {7},
journal = {Journal of Chemical Information and Modeling},
year = {2012},
pages = {1713--1721}
}
@article{CEJ12,
author = {Cust{\’o}dio, Ana L. and Emmerich, Michael and Jos{\’ e} F.A. Madeira},
title = { Recent Developments in Derivative-Free Multiobjective Optimisation},
journal = {Computational Technology Reviews},
volume = {5},
pages = {1--30},
year = {2012},
doi = { doi:10.4203/ctr.5.1}
}
@article{EDK13,
year = {2013},
isbn = {978-3-642-32725-4},
booktitle = {EVOLVE- A Bridge between Probability, Set Oriented Numerics and Evolutionary Computation},
volume = {447},
series = {Studies in Computational Intelligence},
editor = {Tantar, Emilia and Tantar, Alexandru-Adrian and Bouvry, Pascal and Del Moral, Pierre and Legrand, Pierrick and Coello Coello, Carlos A. and Sch{\”u}tze, Oliver},
doi = {10.1007/978-3-642-32726-1_4},
title = {On Quality Indicators for Black-Box Level Set Approximation},
url = {http://dx.doi.org/10.1007/978-3-642-32726-1_4},
publisher = {Springer Berlin Heidelberg},
author = {Emmerich, Michael T.M. and Deutz, Andr{\’e} and Kruisselbrink, Johannes W.},
pages = {157-185}
}
@article{LEEBDRS11,
author = {Rui Li and Michael T.M. Emmerich and Jeroen Eggermont and Thomas Baeck and Jouke Dijkstra and Hans Reiber and M. Schuetz},
title = {Mixed Integer Evolution Strategies for Parameter Optimization},
journal = {Evolutionary Computation Journal},
year = {2011}
}
@article{HPIJBLVEOB10,
author = {Eelke van der Horst and Julio E. Peironcely and Adriaan P. IJzerman and Margot W. Beukers and Jonathan R. Lane and Herman W. T. van Vlijmen and Michael T. M. Emmerich and Yasushi Okuno and Andreas Bender},
title = {{A novel chemogenomics analysis of G protein-coupled receptors (GPCRs) and their ligands: a potential strategy for receptor de-orphanization}},
journal = {BMC Bioinformatics},
volume = {11},
pages = {316},
ee = {http://dx.doi.org/10.1186/1471-2105-11-316},
year = {2010}
}
@article{KEL10,
author = {Alexander v. d. Kuijl and Michael T. M. Emmerich and Hui Li},
title = {{A robust multi-objective resource allocation scheme incorporating uncertainty and service differentiation}},
journal = {Concurrency and Computation: Practice and Experience},
volume = {22},
number = {3},
year = {2010},
pages = {314-328},
ee = {http://dx.doi.org/10.1002/cpe.1481},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
@article{SEB10,
author = {Ofer M. Shir and Michael Emmerich and Thomas B{\"a}ck},
title = {Adaptive Niche Radii and Niche Shapes Approaches for Niching with the CMA-ES},
journal = {Evolutionary Computation},
volume = {18},
number = {1},
year = {2010},
pages = {97-126},
ee = {http://dx.doi.org/10.1162/evco.2010.18.1.18104},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
@article{DWHPCIJEJB09,
author = {Munikumar R. Doddareddy and Gerard J. P. van Westen and Eelke van der Horst and Julio E. Peironcely and Frans Corthals and Adriaan P. IJzerman and Michael Emmerich and Jeremy L. Jenkins and Andreas Bender},
title = {Chemogenomics: Looking at biology through the lens of chemistry},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {3},
issn = {1932-1864},
pages = {149-160},
doi = {http://dx.doi.org/10.1002/sam.v2:3},
publisher = {John Wiley \& Sons, Inc.},
address = {New York, NY, USA},
year = {2009}
}
@article{SB09,
author = {Ofer M. Shir and Thomas B\"{a}ck},
title = {Niching with derandomized evolution strategies in artificial and real-world landscapes},
journal = {Natural Computing: an international journal},
volume = {8},
number = {1},
issn = {1567-7818},
pages = {171--196},
doi = {http://dx.doi.org/10.1007/s11047-007-9065-5},
publisher = {Kluwer Academic Publishers},
address = {Hingham, MA, USA},
year = {2009}
}
@article{ELBFKDHIJB09,
author = {M Emmerich and BVY Li and A Bender and E Faddiev, J Kruisselbrink and AH Deutz and E van der Horst and A IJzerman and Th Baeck},
title = {{Analyzing molecular landscapes using random walks and information theory}},
journal = {Chemistry Central Journal (suppl)},
year = {2009},
volume = {3},
pages = {20}
}
@article{SBBRV08,
author = {Ofer M. Shir and Vincent Beltrani and Thomas B{\"a}ck and Herschel Rabitz and Marc J.J. Vrakking},
title = {On the Diversity of Multiple Optimal Controls for Quantum Systems},
journal = {Journal of Physics B: Atomic, Molecular and Optical Physics},
volume = {41},
number = {7},
year = {2008},
doi = {10.1088/0953-4075/41/7/074021}
}
@article{STTUEE08,
author = {Guido Sand and Jochen Till and Thomas Tometzki and Maren Urselmann and Michael Emmerich and Sebastian Engell},
title = {{Evolution{\"a}re Algorithmen zur Echtzeitoptimierung von Produktionspl{\"a}nen f{\"u}r Chargenprozesse (Evolutionary Algorithms for the Online Optimization of Batch Production Schedules)}},
journal = {Automatisierungstechnik},
volume = {56},
number = {2},
pages = {80-89},
ee = {http://dx.doi.org/10.1524/auto.2008.0689},
year = {2008}
}
@article{STTUEE08a,
author = {Guido Sand and Jochen Till and Thomas Tometzki and Maren Urselmann and Sebastian Engell and Michael Emmerich},
title = {{Engineered versus standard evolutionary algorithms: A case study in batch scheduling with recourse}},
journal = {Computers {\&} Chemical Engineering},
volume = {32},
number = {11},
pages = {2706-2722},
ee = {http://dx.doi.org/10.1016/j.compchemeng.2007.09.006},
year = {2008}
}
@article{UETSE07,
author = {Maren Urselmann and Michael T.M. Emmerich and Jochen Till and Guido Sand and Sebastian Engell},
title = {{Design of problem-specific EA/MIP hybrids: Two-stage stochastic integer programming applied to chemical batch scheduling}},
journal = {Engineering Optimization},
volume = {39},
pages = {529-549},
year = {2007}
}
@article{KNKBIJ06,
author = {Jeroen Kazius and Siegfried Nijssen and Joost N. Kok and Thomas B{\"a}ck and Adriaan P. IJzerman},
title = {Substructure Mining Using Elaborate Chemical Representation.},
journal = {Journal of Chemical Information and Modeling},
volume = {46},
number = {2},
year = {2006},
pages = {597-605},
ee = {http://dx.doi.org/10.1021/ci0503715},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
@article{LKBIJ06a,
author = {Eric-Wubbo Lameijer and Joost N. Kok and Thomas B{\"a}ck and Adriaan P. IJzerman},
title = {Mining a Chemical Database for Fragment Co-occurrence: Discovery of \"Chemical Clich{\'e}s\".},
journal = {Journal of Chemical Information and Modeling},
volume = {46},
number = {2},
year = {2006},
pages = {553-562},
ee = {http://dx.doi.org/10.1021/ci050370c},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
@article{LKBIJ06b,
author = {Eric-Wubbo Lameijer and Joost N. Kok and Thomas B{\"a}ck and Adriaan P. IJzerman},
title = {The Molecule Evoluator. An Interactive Evolutionary Algorithm for the Design of Drug-Like Molecules.},
journal = {Journal of Chemical Information and Modeling},
volume = {46},
number = {2},
year = {2006},
pages = {545-552},
ee = {http://dx.doi.org/10.1021/ci050369d},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
@article{SSBV06,
author = {Christian Siedschlag and Ofer M. Shir and Thomas B\ddot{a}ck and Marc J.J. Vrakking},
title = {Evolutionary Algorithms in the Optimization of Dynamic Molecular Alignment},
journal = {Optics Communications},
year = {2006},
volume = {264},
number = {2},
pages = {511-518},
month = {August}
}
@article{E06,
author = {Michael Emmerich},
title = {SMS-EMOA: Multiobjective selection based on dominated hypervolume},
journal = {European Journal of Operational Research},
year = {2006}
}
@article{LBKIJ05,
author = {Eric-Wubbo Lameijer and Thomas B{\"a}ck and Joost N. Kok and Adriaan P. IJzerman},
title = {Evolutionary Algorithms in Drug Design.},
journal = {Natural Computing},
volume = {4},
number = {3},
year = {2005},
pages = {177-243},
ee = {http://dx.doi.org/10.1007/s11047-004-5237-8},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
@article{TSEES05,
author = {Jochen Till and Guido Sand and Sebastian Engell and Michael Emmerich and Lutz Schoenemann},
title = {A Hybrid Algorithm for Solving Two-stage Stochastic Integer Problems by Combining Evolutionary Algorithms and Mathematical Programming Methods},
volume = {20 A},
journal = {Computer-Aided Chemical Engineering (ESCAPE Suppl.)},
pages = {187-192},
year = {2005}
}
@article{EGN06,
author = {Michael T. M. Emmerich and Kyriakos Giannakoglou and Boris Naujoks},
title = {{Single- and multiobjective evolutionary optimization assisted by Gaussian random field metamodels}},
journal = {IEEE Trans. Evolutionary Computation},
volume = {10},
number = {4},
pages = {421-439},
ee = {http://doi.ieeecomputersociety.org/10.1109/TEVC.2005.859463},
year = {2006}
}
@article{HB04,
author = {Jano I. van Hemert and Thomas B{\"a}ck},
title = {Robust Parameter Settings for Variation Operators by Measuring the Resampling Ratio: A Study on Binary Constraint Satisfaction Problems.},
journal = {J. Heuristics},
volume = {10},
number = {6},
year = {2004},
pages = {629-640},
ee = {http://dx.doi.org/10.1007/s10732-005-5433-4},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
@article{BSW04,
author = {Thomas B{\"a}ck and Marc Schoenauer and Lars Willmes},
title = {Preface.},
journal = {Natural Computing},
volume = {3},
number = {1},
year = {2004},
pages = {1-3},
ee = {http://dx.doi.org/10.1023/B:NACO.0000023474.15464.cd},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
@article{BDHHK04,
author = {Ron Breukelaar and Erik D. Demaine and Susan Hohenberger and Hendrik Jan Hoogeboom and Walter A. Kosters and David Liben-Nowell},
title = {Tetris is Hard, Even to Approximate},
journal = {International Journal of Computational Geometry & Applications},
year = {2004},
volume = {14},
number = {1-2},
pages = {41 - 68},
month = {April},
note = {},
abstract = {},
keywords = {},
source = {},
file = f
}
@article{SEM04,
author = {Lutz Sch{\"o}nemann and Michael Emmerich and Mike Preu\ss{}},
title = {On the extinction of evolutionary algorithm subpopulations on multimodal landscapes},
journal = {Informatica (Slovenia)},
volume = {28},
number = {4},
year = {2004},
pages = {345--351},
issn = {0350-5596}
}
@article{NB03,
author = {Siegfried Nijssen and Thomas B{\"a}ck},
title = {An analysis of the behavior of simplified evolutionary algorithms on trap functions.},
journal = {IEEE Trans. Evolutionary Computation},
volume = {7},
number = {1},
year = {2003},
pages = {11-22},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
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