Publications

@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}

}

@inproceedings{Koch15a,

title = {A New Repair Method For Constrained Optimization},

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

editor = {Juan Luis Jiménez-Laredo},

year  = {2015},

date = {2015-01-01},

booktitle = {Proceedings of the 17th Genetic and Evolutionary Computation Conference},

series = {GECCO'15},

note = {accepted},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Koch14a,

title = {Constrained Optimization with a Limited Number of Function Evaluations},

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

editor = {Frank Hoffmann and Eyke Hüllermeier},

url = {http://www.gm.fh-koeln.de/~konen/Publikationen/Koch2014a-GMA-CI.pdf},

year  = {2014},

date = {2014-01-01},

booktitle = {Proceedings 24. Workshop Computational Intelligence},

pages = {119--134},

publisher = {Universitätsverlag Karlsruhe},

note = {Young Author Award GMA-CI},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bart12f,

title = {Statistical Analysis of Optimization Algorithms with R},

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

editor = {Gabriela Ochoa},

isbn = {978-1-4503-1178-6},

year  = {2012},

date = {2012-01-01},

booktitle = {GECCO 2012 Specialized techniques and applications tutorials},

pages = {1259--1286},

publisher = {ACM},

address = {Philadelphia, Pennsylvania, USA},

abstract = {Based on experiences from several (rather theoretical) tutorials and workshops devoted to the experimental analysis of algorithms at the world's leading conferences in the field of Computational Intelligence, a practical, hands-on tutorial for the statistical analysis of optimization algorithms is presented. This tutorial -demonstrates how to analyze results from real experimental studies, e.g., experimental studies in EC -item gives a comprehensive introduction in the R language -item introduces the powerful GUI rstudio (http://rstudio.org) -exemplifies the analysis using SPOT (http://cran.r-project.org/web/packages/SPOT/) R is the most attractive and fastest growing open source computer language for statistical computing and graphics in the world. It provides a wide variety of statistical and graphical techniques: linear and nonlinear modeling, statistical tests, time series analysis, classification, clustering, etc. R is distributed over CRAN (http://cran.r-project.org), which is a network of ftp and web servers around the world that store identical, up-to-date, versions of code and documentation for R.},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Frie11ab,

title = {Ensemble Based Optimization and Tuning Algorithms},

author = {Martina Friese and Martin Zaefferer and Thomas Bartz-Beielstein and Oliver Flasch and Patrick Koch and Wolfgang Konen and Boris Naujoks},

editor = {F. Hoffmann and E. Hüllermeier},

year  = {2011},

date = {2011-01-01},

booktitle = {Proceedings 21. Workshop Computational Intelligence},

pages = {119--134},

publisher = {Universitätsverlag Karlsruhe},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}