Publications

@inproceedings{Bart08e,

title = {Experimental research in evolutionary computation},

author = {Thomas Bartz-Beielstein and Mike Preuss},

year  = {2008},

date = {2008-01-01},

booktitle = {GECCO (Companion)},

pages = {2517-2534},

crossref = {DBLP:conf/gecco/2008c},

keywords = {Evolutionary Algorithm, experimental research, FIWA},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{BBKW07a,

title = {Datenanalyse und Prozessoptimierung für Kanalnetze und Kläranlagen mit CI-Methoden},

author = {Thomas Bartz-Beielstein and Michael Bongards and Christoph Claes and Wolfgang Konen and Hartmut Westenberger},

editor = {Ralf Mikut and Markus Reischl},

year  = {2007},

date = {2007-01-01},

booktitle = {Proc. 17th Workshop Computational Intelligence},

pages = {132--138},

publisher = {Universitätsverlag, Karlsruhe},

keywords = {Data Mining},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Enge07,

title = {Adaptive Hierarchical Forecasting},

author = {Christoph Engels and Wolfgang Konen},

url = {http://www.gm.fh-koeln.de/~konen/Publikationen/engels-konen-AHF-idaacs2007.pdf},

year  = {2007},

date = {2007-01-01},

booktitle = {IEEE Fourth International Workshop on Intelligent Data Acquisition and Advanced Computing Systems (IDAACS'2007)},

keywords = {Data Mining},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{KonBre07b,

title = {Real-time image mosaic for endoscopic video sequences},

author = {Wolfgang Konen and Beate Breiderhoff and Martin Scholz},

editor = {A Horsch},

url = {http://www.gm.fh-koeln.de/~konen/Publikationen/bvm2007_paper2_final.pdf},

year  = {2007},

date = {2007-01-01},

booktitle = {Bildverarbeitung für die Medizin (BVM2007, München)},

publisher = {Springer-Verlag, Berlin},

keywords = {BV-3D-Endo, computer vision, image mosaic},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{KonNad07,

title = {Endoscopic image mosaics for real-time color video sequences},

author = {Wolfgang Konen and Martin Naderi and Martin Scholz},

editor = {Lemke, H.U.},

url = {http://www.gm.fh-koeln.de/~konen/Publikationen/CARS2007_EndoMosaic-paper.pdf},

year  = {2007},

date = {2007-01-01},

booktitle = {Computer Assisted Radiology and Surgery (CARS2007, Berlin)},

publisher = {Elsevier, Amsterdam},

keywords = {BV-3D-Endo, computer vision, image mosaic},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bart07b,

title = {Experimental research in evolutionary computation},

author = {Thomas Bartz-Beielstein and Mike Preuss},

url = {http://doi.acm.org/10.1145/1274000.1274102},

isbn = {978-1-59593-698-1},

year  = {2007},

date = {2007-01-01},

booktitle = {Proceedings of the 2007 GECCO conference companion on Genetic and evolutionary computation},

pages = {3001--3020},

publisher = {ACM},

address = {London, United Kingdom},

series = {GECCO '07},

keywords = {Evolutionary Algorithm, evolutionary computation, experimental research},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Nauj06a,

title = {Sequential parameter optimisation of evolutionary algorithms for airfoil design},

author = {Boris Naujoks and Domenico Quagliarella and Thomas Bartz-Beielstein },

editor = {G. Winter},

year  = {2006},

date = {2006-01-01},

booktitle = {Proc. Design and Optimization: Methods and Applications, (ERCOFTAC'06)},

pages = {231-235},

publisher = {University of Las Palmas de Gran Canaria},

keywords = {Evolutionary Algorithm, optimization, sequential optimization},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bara06c,

title = {High-order punishment and the evolution of cooperation},

author = {Bastian Baranski and Thomas Bartz-Beielstein and Rüdiger Ehlers and Thusithan Kajendran and Björn Kosslers and Jörn Mehnen and Tomasz Polazek and Ralf Reimholz and Jens Schmidt and Karlheinz Schmitt and Danny Seis and Rafael Slodzinski and Simon Steeg and Nils Wiemann and Marc Zimmermann},

editor = {H.-G.Beyer et al.},

year  = {2006},

date = {2006-01-01},

booktitle = {Proc. Genetic and Evolutionary Computation Conf. (GECCO 2006), Seattle WA},

pages = {379--380},

publisher = {ACM Press},

address = {New York},

keywords = {evolution},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bara06b,

title = {The impact of group reputation in multiagent environments},

author = {Bastian Baranski and Thomas Bartz-Beielstein and Rüdiger Ehlers and Thusithan Kajendran and Björn Kosslers and Jörn Mehnen and Tomasz Polazek and Ralf Reimholz and Jens Schmidt and Karlheinz Schmitt and Danny Seis and Rafael Slodzinski and Simon Steeg and Nils Wiemann and Marc Zimmermann},

editor = {D. Fogel and others},

year  = {2006},

date = {2006-01-01},

booktitle = {Proc. 2006 Congress on Evolutionary Computation (CEC'06) within Fourth IEEE World Congress on Computational Intelligence (WCCI'06), Vancouver BC},

pages = {1224--1231},

publisher = {IEEE Press},

address = {Piscataway NJ},

keywords = {multiagent},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bara06a,

title = {Advanced strategy representations for the iterated prisoner's dilemma},

author = {Bastian Baranski and Thomas Bartz-Beielstein and Rüdiger Ehlers and Thusithan Kajendran and Björn Kosslers and Jörn Mehnen and Tomasz Polazek and Ralf Reimholz and Jens Schmidt and Karlheinz Schmitt and Danny Seis and Rafael Slodzinski and Simon Steeg and Nils Wiemann and Marc Zimmermann},

year  = {2006},

date = {2006-01-01},

booktitle = {Proceedings EURO XXI Conference 2006. 21st European Conference on Operational Research},

note = {(CD--ROM)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bart06g,

title = {Neyman-Pearson Theory of Testing and Mayo's Extensions in Evolutionary Computing},

author = {Thomas Bartz-Beielstein},

editor = {Alan Chalmers and David. R. Cox and Clark Glymour and Deborah Mayo and A. Spanos},

year  = {2006},

date = {2006-01-01},

booktitle = {First Symposium on Philosophy, History, and Methodology of E.R.R.O.R: Experimental Reasoning, Reliability, Objectivity and Rationality: Induction, Statistics, and Modeling. Virginia Tech, Blacksburg, },

keywords = {Evolutionary Algorithm, evolutionary computation, Neyman-Pearson},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bart06e,

title = {Optimizing door assignment in LTL-terminals by evolutionary multiobjective algorithms},

author = {Thomas Bartz-Beielstein and Annette Chmielewski and Michael Janas and Boris Naujoks and Robert Scheffermann},

editor = {D. Fogel},

year  = {2006},

date = {2006-01-01},

booktitle = {Proc. 2006 Congress on Evolutionary Computation (CEC'06) within Fourth IEEE World Congress on Computational Intelligence (WCCI'06), Vancouver BC},

pages = {348-354},

publisher = {IEEE Press},

address = {Piscataway NJ},

keywords = {evolution, Evolutionary Algorithm, multi-objective, optimization},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bart06h,

title = {Investigation of One-Go Evolution Strategy/Quasi-Newton Hybridizations},

author = {Thomas Bartz-Beielstein and Mike Preuss and Günter Rudolph},

editor = {Blesa Aguilera },

year  = {2006},

date = {2006-01-01},

booktitle = {Proceedings Third International Workshop Hybrid Metaheuristics (HM'06)},

volume = {4030/2006},

pages = {178--191},

publisher = {Springer},

address = {Berlin, Heidelberg, New York},

series = {Lecture Notes in Computer Science},

keywords = {Evolutionary Algorithm, evolutionary strategy, Quasi-Newton},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bart06j,

title = {Considerations of Budget Allocation for Sequential Parameter Optimization (SPO)},

author = {Thomas Bartz-Beielstein and Mike Preuss},

editor = {Luis Paquete},

year  = {2006},

date = {2006-01-01},

booktitle = {Workshop on Empirical Methods for the Analysis of Algorithms, Proceedings},

pages = {35--40},

address = {Reykjavik, Iceland},

keywords = {optimization},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{BaPreu06b,

title = {Sequential parameter optimization (SPO) and the role of tuning in experimental analysis},

author = {Thomas Bartz-Beielstein and Mike Preuss},

year  = {2006},

date = {2006-01-01},

booktitle = {Workshop On Empirical Methods for the Analysis of Algorithms (EMAA). Held in conjunction with the International Conference on Parallel Problem Solving From Nature (PPSN IX)},

pages = {5--6},

note = {Invited talk},

keywords = {optimization, sequential optimization, SPOT},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Mehn05a,

title = {Multiobjective Evolutionary Design of Mold Temperature Control using DACE for Parameter Optimization},

author = {Jörn Mehnen and Thomas Michelitsch and Christian W. G. Lasarczyk and Thomas Bartz-Beielstein},

editor = {H. Pfützner and E. Leiss},

year  = {2005},

date = {2005-01-01},

booktitle = {Proceedings Twelfth International Symposium Interdisciplinary Electromagnetics, Mechanics, and Biomedical Problems (ISEM 2005)},

volume = {L11-1},

pages = {464--465},

publisher = {Vienna Magnetics Group Reports},

address = {Vienna, Austria},

keywords = {Control, evolution, Evolutionary Algorithm, multi-objective},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bart05b,

title = {Evolution Strategies and Threshold Selection},

author = {Thomas Bartz-Beielstein},

editor = {M.J. Blesa Aguilera and Christian Blum and A. Roli and M. Sampels},

year  = {2005},

date = {2005-01-01},

booktitle = {Proceedings Second International Workshop Hybrid Metaheuristics (HM'05)},

volume = {3636},

pages = {104--115},

publisher = {Springer},

address = {Berlin, Heidelberg, New York},

series = {Lecture Notes in Computer Science},

keywords = {Evolutionary Algorithm, evolutionary strategy},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{BLP05,

title = {Sequential Parameter Optimization},

author = {Thomas Bartz-Beielstein and Christian Lasarczyk and Mike Preuss},

editor = {B.~McKay and others},

year  = {2005},

date = {2005-01-01},

booktitle = {Proceedings 2005 Congress on Evolutionary Computation (CEC'05), Edinburgh, Scotland},

volume = {1},

pages = {773--780},

publisher = {IEEE Press},

address = {Piscataway NJ},

keywords = {optimization, SPOT},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{MMBH04,

title = {Systematic analyses of multi-objective evolutionary algorithms applied to real-world problems using statistical design of experiments},

author = {Jörn Mehnen and Thomas Michelitsch and Thomas Bartz-Beielstein and Nadine Henkenjohann},

editor = {R.~Teti},

year  = {2004},

date = {2004-01-01},

booktitle = {Proceedings Fourth International Seminar Intelligent Computation in Manufacturing Engineering},

volume = {4},

pages = {171--178},

publisher = {CIRP ICME'04},

address = {Naples, Italy},

keywords = {evolution, Evolutionary Algorithm, evolutionary strategy, multi-objective},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{BPV04,

title = {Analysis of Particle Swarm Optimization Using Computational Statistics},

author = {Thomas Bartz-Beielstein and Konstantinos E. Parsopoulos and Michael N. Vrahatis},

editor = {T.-E. Simos and Ch. Tsitouras},

year  = {2004},

date = {2004-01-01},

booktitle = {Proceedings International Conference Numerical Analysis and Applied Mathematics (ICNAAM)},

pages = {34--37},

publisher = {Wiley-VCH},

address = {Weinheim, Germany},

keywords = {optimization, PSO},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bagh17a,

title = {Constraint Handling in Efficient Global Optimization},

author = {Samineh Bagheri and Wolfgang Konen and Richard Allmendinger and Jürgen Branke and Kalyanmoy Deb and Jonathan Fieldsend and Domenico Quagliarella and Karthik Sindhya},

editor = {Peter A N Bosman},

url = {http://www.gm.fh-koeln.de/~konen/Publikationen/Bagh17-GECCO.pdf},

year  = {2017},

date = {2017-07-01},

booktitle = {Genetic and Evolutionary Computation Conference 2017 (GECCO'17), Berlin},

pages = {1},

publisher = {ACM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Thill17b-ITISE,

title = {Time Series Anomaly Detection with Discrete Wavelet Transforms and Maximum Likelihood Estimation},

author = {Markus Thill and Wolfgang Konen and Thomas Bäck},

editor = {Olga Valenzuela and Ignacio Rojas and others},

url = {http://blogs.gm.fh-koeln.de/ciop/files/2019/01/thillwavelet.pdf},

year  = {2017},

date = {2017-07-01},

booktitle = {International Work-Conference on Time Series (ITISE2017)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Thill17a-SORAD,

title = {Online anomaly detection on the Webscope S5 dataset: A comparative study},

author = {Markus Thill and Wolfgang Konen and Thomas Bäck},

url = {http://www.gm.fh-koeln.de/ciopwebpub/Thill17a.d/Thill17a-SORAD.pdf},

year  = {2017},

date = {2017-01-01},

booktitle = {IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS 2017)},

pages = {1},

organization = {Springer},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bagh16c,

title = {Online Selection of Surrogate Models for Constrained Black-Box Optimization},

author = {Samineh Bagheri and Wolfgang Konen and Thomas Bäck},

editor = {Yaochu Jin},

url = {http://www.gm.fh-koeln.de/~konen/Publikationen/Bagh16-SSCI.pdf},

year  = {2016},

date = {2016-12-01},

booktitle = {SSCI'2016, Athens},

pages = {1},

publisher = {IEEE},

note = {Best Student Paper Award},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bagh16a,

title = {Equality Constraint Handling for Surrogate-Assisted Constrained Optimization},

author = {Samineh Bagheri and Wolfgang Konen and Thomas Bäck},

editor = {Kay Chen Tan},

url = {http://www.gm.fh-koeln.de/~konen/Publikationen/Bagh16-WCCI.pdf},

year  = {2016},

date = {2016-07-01},

booktitle = {WCCI'2016, Vancouver},

pages = {1},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bagh15b,

title = {SACOBRA: Self-Adjusting Constrained Black-Box Optimization with RBF},

author = {Samineh Bagheri and Wolfgang Konen and Christophe Foussette and Peter Krause and Thomas Bäck and Patrick Koch},

editor = {Frank Hoffmann and Eyke Hüllermeier},

url = {http://www.gm.fh-koeln.de/~konen/Publikationen/Bagh15-GMA-CI.pdf},

year  = {2015},

date = {2015-11-01},

booktitle = {Proceedings 25. Workshop Computational Intelligence},

pages = {87-98},

publisher = {Universitätsverlag Karlsruhe},

note = {Young Author Award GMA-CI},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}