Model-based Optimization for Nonlinear, REstricted Production processes
Optimierung von Tragflächenprofilen

MONREP, funded by the German minister for economics (BMWi), is a ZIM project (central innovation SME) is conducted during the time span 2014-2016. Project partners are Cologne University of Applied Sciences, and  divis GmbH, Dortmund

Research area: applied computer science, high-dimensional modelling, expensive computer simulations, optimization, constraings, computational intelligence, evolutionary algorithms.
 
Application areas: optimization of wing profiles, crash simulations and weight optimization in automotive industries.
impulse_zim BMWi_Web_de_WBZ

More informations about the start of MONREP …

Young author award for MONREP paper by Patrick Koch …

DAAD price for MONREP student researcher Samineh Bagheri …

 

Project members

saminehPortrait  

Samineh Bagheri, TH Köln

© Schmülgen/FH Köln

konen-3   Prof. Dr. Wolfgang Konen, TH Köln
patrickPortrait Dr. Patrick Koch, TH Köln    

 

Publications MONREP

2017

Bagheri, Samineh; Konen, Wolfgang; Allmendinger, Richard; Branke, Jürgen; Deb, Kalyanmoy; Fieldsend, Jonathan; Quagliarella, Domenico; Sindhya, Karthik

Constraint Handling in Efficient Global Optimization Inproceedings

Bosman, Peter A N (Ed.): Genetic and Evolutionary Computation Conference 2017 (GECCO'17), Berlin, pp. 1, ACM, 2017.

Links | BibTeX

Bagheri, Samineh; Konen, Wolfgang; Emmerich, Michael; Bäck, Thomas

Self-adjusting parameter control for surrogate-assisted constrained optimization under limited budgets Journal Article

Applied Soft Computing, 61 , pp. 377-393, 2017, ISSN: 1568-4946.

Links | BibTeX

2016

Bagheri, Samineh; Konen, Wolfgang; Bäck, Thomas

Online Selection of Surrogate Models for Constrained Black-Box Optimization Inproceedings

Jin, Yaochu (Ed.): SSCI'2016, Athens, pp. 1, IEEE, 2016, (Best Student Paper Award).

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Bagheri, Samineh; Konen, Wolfgang; Bäck, Thomas

Equality Constraint Handling for Surrogate-Assisted Constrained Optimization Inproceedings

Tan, Kay Chen (Ed.): WCCI'2016, Vancouver, pp. 1924–1931, IEEE, 2016.

Links | BibTeX

2015

Bagheri, Samineh; Konen, Wolfgang; Emmerich, Michael; Bäck, Thomas

Solving the G-problems in less than 500 iterations: Improved efficient constrained optimization by surrogate modeling and adaptive parameter control Technical Report

Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Science, Faculty of Computer Science and Engineering Science, (06/15; arXiv: 1512.09251), 2015, ISSN: 2191-365X, (e-print published at http://arxiv.org/abs/1512.09251).

Links | BibTeX

Bagheri, Samineh; Konen, Wolfgang; Foussette, Christophe; Krause, Peter; Bäck, Thomas; Koch, Patrick

SACOBRA: Self-Adjusting Constrained Black-Box Optimization with RBF Inproceedings

Hoffmann, Frank ; Hüllermeier, Eyke (Ed.): Proceedings 25. Workshop Computational Intelligence, pp. 87-98, Universitätsverlag Karlsruhe, 2015, (Young Author Award GMA-CI).

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Koch, Patrick; Bagheri, Samineh; Konen, Wolfgang; Foussette, Christophe; Krause, Peter; Bäck, Thomas

A New Repair Method For Constrained Optimization Inproceedings

Jiménez-Laredo, Juan Luis (Ed.): Proceedings of the 17th Genetic and Evolutionary Computation Conference (GECCO'15), 2015.

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Konen, Wolfgang

The rCMA Tutorial: Examples for using CMA-ES in R Technical Report

Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Science, 2015.

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2014

Koch, Patrick; Bagheri, Samineh; Foussette, Christophe; Krause, Peter; Bäck, Thomas; Konen, Wolfgang

Constrained Optimization with a Limited Number of Function Evaluations Inproceedings

Hoffmann, Frank ; Hüllermeier, Eyke (Ed.): Proceedings 24. Workshop Computational Intelligence, pp. 119–134, Universitätsverlag Karlsruhe, 2014, (Young Author Award GMA-CI).

Links | BibTeX