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2020

Bagheri, Samineh

Self-Adjusting Surrogate-Assisted Optimization Techniques for Expensive Constrained Black Box Problems Promotionsarbeit

Leiden University and TH Köln, 2020, (PhD thesis).

BibTeX | Schlagwörter: BT-MT, machine learning, MONREP, optimization, RBF, SACOBRA, surrogate models

Konen, Wolfgang; Bagheri, Samineh

Reinforcement Learning for N-Player Games: The Importance of Final Adaptation Inproceedings

Vasile, Bogdan Filipic Massimiliano (Hrsg.): 9th International Conference on Bioinspired Optimisation Methods and Their Applications (BIOMA), Bruxelles, 2020.

Links | BibTeX | Schlagwörter: CI, Game Learning, GBG, general game playing, learning, optimization, Reinforcement learning

Konen, Wolfgang; Bagheri, Samineh

Final Adaptation Reinforcement Learning for N-Player Games Forschungsbericht

Research Center CIOP (Computational Intelligence, Optimization and Data Mining) 2020.

Links | BibTeX | Schlagwörter: CI, Game Learning, GBG, general game playing, learning, optimization, Reinforcement learning

Konen, Wolfgang

The GBG Class Interface Tutorial V2.2: General Board Game Playing and Learning Forschungsbericht

Research Center CIOP (Computational Intelligence, Optimization and Data Mining) 2020.

Links | BibTeX | Schlagwörter: CI, Game Learning, GBG, general game playing, learning, optimization, Reinforcement learning

2019

Konen, Wolfgang

General Board Game Playing for Education and Research in Generic AI Game Learning Inproceedings

Perez, Diego; Mostaghim, Sanaz; Lucas, Simon (Hrsg.): IEEE Conference on Games, London, 2019.

Links | BibTeX | Schlagwörter: CI, Game Learning, GBG, general game playing, learning, optimization, Reinforcement learning

Bagheri, Samineh; Konen, Wolfgang; Bäck, Thomas

Solving Optimization Problems with High Conditioning by Means of Online Whitening Inproceedings

Lopez-Ibanez, Manuel (Hrsg.): Genetic and Evolutionary Computation Conference 2019 (GECCO'19), Prague, S. 243-244, ACM, 2019.

Links | BibTeX | Schlagwörter: CI, constraints, MONREP, optimization, SACOBRA, surrogate models

Bagheri, Samineh; Konen, Wolfgang; Bäck, Thomas

SACOBRA with Online Whitening for Solving Optimization Problems with High Conditioning Forschungsbericht

arXiv preprint arXiv:1904.08397 2019.

Links | BibTeX | Schlagwörter: optimization, SACOBRA, surrogate models

Bagheri, Samineh; Konen, Wolfgang; Bäck, Thomas

How to Solve the Dilemma of Margin-Based Equality Constraint Handling Methods Artikel

at-Automatisierungstechnik, submitted , 2019.

BibTeX | Schlagwörter: optimization, SACOBRA, surrogate models

2018

Bagheri, Samineh; Konen, Wolfgang; Bäck, Thomas

How to Solve the Dilemma of Margin-Based Equality Handling Methods Inproceedings

Hoffmann, Frank; Hüllermeier, Eyke; Mikut, Ralf (Hrsg.): Proceedings - 28. Workshop Computational Intelligence, Dortmund, 29. - 30. November 2018, S. 257-270, KIT Scientific Publishing, Karlsruhe, 2018, ISBN: 978-3-7315-0845-8, (Young Author Award).

Links | BibTeX | Schlagwörter: equality constraint, optimization, SACOBRA, surrogate models

2017

Bagheri, Samineh; Konen, Wolfgang; Bäck, Thomas

Comparing Kriging and Radial Basis Function Surrogates Inproceedings

Hoffmann, Frank; Hüllermeier, Eyke (Hrsg.): Proceedings 27. Workshop Computational Intelligence, S. 243-259, Universitätsverlag Karlsruhe, 2017.

Links | BibTeX | Schlagwörter: CI, constraints, Kriging, MONREP, optimization, SACOBRA, surrogate models

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 (Hrsg.): Genetic and Evolutionary Computation Conference 2017 (GECCO'17), Berlin, S. 1, ACM, 2017.

Links | BibTeX | Schlagwörter: CI, constraints, Kriging, MONREP, optimization, SACOBRA, surrogate models

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

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

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

Links | BibTeX | Schlagwörter: CI, constraints, MONREP, optimization, SACOBRA, surrogate models

Galitzki, Kevin

Selbstlernende Agenten für das skalierbare Spiel Hex: Untersuchung verschiedener KI-Verfahren im GBG-Framework Abschlussarbeit

TH Köln -- University of Applied Sciences, 2017, (Bachelor thesis).

Links | BibTeX | Schlagwörter: BT-MT, CI, Game Learning, GBG, learning, optimization, Reinforcement learning

Kutsch, Johannes

KI-Agenten fur das Spiel 2048: Untersuchung von Lernalgorithmen für nichtdeterministische Spiele Abschlussarbeit

TH Köln -- University of Applied Sciences, 2017, (Bachelor thesis).

Links | BibTeX | Schlagwörter: BT-MT, CI, Game Learning, GBG, learning, optimization, Reinforcement learning

2016

Bagheri, Samineh; Konen, Wolfgang; Bäck, Thomas

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

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

Links | BibTeX | Schlagwörter: CI, constraints, ensemble, MONREP, optimization, SACOBRA

Bagheri, Samineh; Konen, Wolfgang; Bäck, Thomas

Equality Constraint Handling for Surrogate-Assisted Constrained Optimization Inproceedings

Tan, Kay Chen (Hrsg.): WCCI'2016, Vancouver, S. 1, IEEE, 2016.

Links | BibTeX | Schlagwörter: CI, constraints, MONREP, optimization, SACOBRA

2015

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 (Hrsg.): Proceedings 25. Workshop Computational Intelligence, S. 87-98, Universitätsverlag Karlsruhe, 2015, (Young Author Award GMA-CI).

Links | BibTeX | Schlagwörter: CI, constraints, MONREP, optimization

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

A New Repair Method For Constrained Optimization Inproceedings

Jiménez-Laredo, Juan Luis (Hrsg.): Proceedings of the 17th Genetic and Evolutionary Computation Conference, 2015, (accepted).

BibTeX | Schlagwörter: constraint, MONREP, optimization

Konen, Wolfgang

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

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

Links | BibTeX | Schlagwörter: constraint, MONREP, optimization, rCMA

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 (Hrsg.): Proceedings 24. Workshop Computational Intelligence, S. 119–134, Universitätsverlag Karlsruhe, 2014, (Young Author Award GMA-CI).

Links | BibTeX | Schlagwörter: MONREP, optimization

2012

Bartz-Beielstein, Thomas; Preuss, Mike; Zaefferer, Martin

Statistical Analysis of Optimization Algorithms with R Inproceedings

Ochoa, Gabriela (Hrsg.): GECCO 2012 Specialized techniques and applications tutorials, S. 1259–1286, ACM, Philadelphia, Pennsylvania, USA, 2012, ISBN: 978-1-4503-1178-6.

Abstract | BibTeX | Schlagwörter: optimization

2011

Friese, Martina; Zaefferer, Martin; Bartz-Beielstein, Thomas; Flasch, Oliver; Koch, Patrick; Konen, Wolfgang; Naujoks, Boris

Ensemble Based Optimization and Tuning Algorithms Inproceedings

Hoffmann, F; Hüllermeier, E (Hrsg.): Proceedings 21. Workshop Computational Intelligence, S. 119–134, Universitätsverlag Karlsruhe, 2011.

BibTeX | Schlagwörter: optimization

Bartz--Beielstein, Thomas; Preuß, Mike

Experimental Analysis of Optimization Algorithms: Tuning and Beyond Buchkapitel mit eigenem Titel

Borenstein, Yossi; Moraglio, Alberto (Hrsg.): Theory and Principled Methods for Designing Metaheuristics, Springer, Berlin, Heidelberg, New York, 2011, (accepted).

BibTeX | Schlagwörter: optimization

Flasch, Oliver; Bartz-Beielstein, Thomas; 1, Daniel Bicker; Kantschik, Wolfgang; von Strachwitz, Christian

Results of the GECCO 2011 Industrial Challenge: Optimizing Foreign Exchange Trading Strategies Forschungsbericht

Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Science, Faculty of Computer Scienceand Engineering Science, (10/11), 2011, ISSN: 2191-365X.

Links | BibTeX | Schlagwörter: GeCCO, optimization

2010

Bartz-Beielstein, Thomas

Experimental Analysis of Optimization Algorithms Sonstige

International Workshop on Nature Inspired Computation and Applications. University of Science and Technology of China, 2010.

BibTeX | Schlagwörter: optimization

Bartz-Beielstein, Thomas; Chiarandini, Marco; Paquete, Luis; Preuss, Mike (Hrsg.)

Experimental Methods for the Analysis of Optimization Algorithms Buch

Springer, Berlin, Heidelberg, New York, 2010.

Links | BibTeX | Schlagwörter: optimization

Bartz-Beielstein, Thomas; Chiarandini, Marco; Paquete, Luis; Preuss, Mike

Introduction---Experimental Methods for the Analysis of Optimization Algorithms Buchkapitel mit eigenem Titel

Experimental Methods for the Analysis of Optimization Algorithms, S. 1–13, Springer, Berlin, Heidelberg, New York, 2010.

BibTeX | Schlagwörter: experimental, optimization

Bartz--Beielstein, Thomas; Preuß, Mike; Schwefel, Hans--Paul

Model Optimization with Evolutionary Algorithms Buchkapitel mit eigenem Titel

Lucas, K; Roosen, P (Hrsg.): Emergence, Analysis, and Evolution of Structures---Concepts and Strategies Across Disciplines, S. 47–62, Springer, Berlin, Heidelberg, New York, 2010.

BibTeX | Schlagwörter: Evolutionary Algorithm, optimization

Koch, Patrick; Konen, Wolfgang; Flasch, Oliver; Bartz-Beielstein, Thomas

Optimization of Support Vector Regression Models for Stormwater Prediction Inproceedings

Hoffmann, Frank; Hüllermeier, Eyke (Hrsg.): Proceedings 20. Workshop Computational Intelligence, S. 146–160, Universitätsverlag Karlsruhe, 2010.

BibTeX | Schlagwörter: optimization, Prediction, SOMA, SVM, TDMR

Koch, Patrick; Konen, Wolfgang; Flasch, Oliver; Bartz-Beielstein, Thomas

Optimizing Support Vector Machines for Stormwater Prediction Inproceedings

Bartz-Beielstein, Thomas; Chiarandini, ; Paquete, ; Preuss, Mike (Hrsg.): Proceedings of Workshop on Experimental Methods for the Assessment of Computational Systems joint to PPSN2010, S. 47–59, TU Dortmund, 2010.

Links | BibTeX | Schlagwörter: optimization, SOMA, SVM, TDMR

Hutter, Frank; Bartz-Beielstein, Thomas; Hoos, Holger; Leyton-Brown, Kevin; Murphy, Kevin P

Sequential Model-Based Parameter Optimisation: an Experimental Investigation of Automated and Interactive Approaches Buchkapitel mit eigenem Titel

Bartz-Beielstein, Thomas; Chiarandini, Marco; Paquete, Luis; Preuss, Mike (Hrsg.): Experimental Methods for the Analysis of Optimization Algorithms, S. 361–414, Springer, Berlin, Heidelberg, New York, 2010.

BibTeX | Schlagwörter: optimization

Bartz-Beielstein, Thomas

SPOT: An R Package For Automatic and Interactive Tuning of Optimization Algorithms by Sequential Parameter Optimization Forschungsbericht

Research Center CIOP (Computational Intelligence, Optimization andData Mining) Cologne University of Applied Science, Faculty of Computer Scienceand Engineering Science, (05/10), 2010, ISSN: 2191-365X, (Comments: Related software can be downloaded from http://cran.r-project.org/web/packages/SPOT/index.html).

Links | BibTeX | Schlagwörter: FIWA, optimization, SPOT

Bartz-Beielstein, Thomas; Lasarczyk, Christian; Preuss, Mike

The Sequential Parameter Optimization Toolbox Buchkapitel mit eigenem Titel

Bartz-Beielstein, Thomas; Chiarandini, Marco; Paquete, Luis; Preuss, Mike (Hrsg.): Experimental Methods for the Analysis of Optimization Algorithms, S. 337–360, Springer, Berlin, Heidelberg, New York, 2010.

BibTeX | Schlagwörter: optimization, SPOT

Bartz-Beielstein, Thomas

Tuning and Statistical Analysis of Optimization Algorithms - The Sequential Parameter Optimization Toolbox Unveröffentlicht

2010, (Invited Talk: The 2010 International Workshop on Nature Inspired Computation and Applications (IWNICA)).

BibTeX | Schlagwörter: optimization, SPOT

Bartz-Beielstein, Thomas

Writing Interfaces for the Sequential Parameter Optimization ToolboxSPOT Forschungsbericht

Cologne University of Applied Sciences Cologne University of Applied Science, Faculty of Computer Science and Engineering Science, (07/10), 2010, ISSN: 2191-365X.

Links | BibTeX | Schlagwörter: optimization, SPOT

2009

Bartz-Beielstein, Thomas

Sequential Parameter Optimization Inproceedings

Branke, Jürgen; Nelson, Barry L; Powell, Warren Buckler; Santner, Thomas J (Hrsg.): Sampling-based Optimization in the Presence of Uncertainty, Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, Germany, Dagstuhl, Germany, 2009, ISSN: 1862-4405.

Links | BibTeX | Schlagwörter: optimization, sequential optimization

Flasch, Oliver; Bartz-Beielstein, Thomas

Sequential parameter optimization applied to evolutionary strategies for portfolio optimization Sonstige

Third International Conference on Computational and Financial Econometrics (CFE 09) and Second Workshop of the ERCIM Working Group on Computing & Statistics (ERCIM 09). Limassol, Cyprus, 2009.

BibTeX | Schlagwörter: Evolutionary Algorithm, evolutionary strategy, optimization, sequential optimization

2008

Bartz-Beielstein, Thomas; Lasarczyk, Christian; Preuss, Mike

Sequential Parameter Optimization Toolbox Forschungsbericht

Universität Dortmund 2008.

Links | BibTeX | Schlagwörter: optimization, sequential optimization, SPOT

2007

Bartz-Beielstein, Thomas

Experimental Analysis of Optimization Algorithms -- Problems and Perspectives (Seminar) Sonstige

Tilburg University NL, 2007.

BibTeX | Schlagwörter: experimental research, optimization

Mehnen, Jörn; Michelitsch, Thomas; Lasarczyk, Christian; Bartz--Beielstein, Thomas

Multi-objective evolutionary design of mold temperature control using DACE for parameter optimization Artikel

International Journal of Applied Electromagnetics and Mechanics, 25 (1--4), S. 661–667, 2007.

Links | BibTeX | Schlagwörter: Control, Evolutionary Algorithm, multi-objective, optimization

Bartz--Beielstein, Thomas; Blum, Daniel; Branke, Jürgen

Particle Swarm Optimization and Sequential Sampling in Noisy Environments Buchkapitel mit eigenem Titel

Doerner, Karl F; others, (Hrsg.): Metaheuristics--Progress in Complex Systems Optimization, S. 261-273, Springer, Berlin, Heidelberg, New York, 2007.

BibTeX | Schlagwörter: noise, optimization, PSO, sequential optimization

Preuss, Mike; Bartz-Beielstein, Thomas

Sequential Parameter Optimization Applied to Self-Adaptation for Binary-Coded Evolutionary Algorithms Buchkapitel mit eigenem Titel

Lobo, Fernando; Lima, Claudio; Michalewicz, Zbigniew (Hrsg.): Parameter Setting in Evolutionary Algorithms, S. 91–120, Springer, Berlin, Heidelberg, New York, 2007.

BibTeX | Schlagwörter: optimization, Self-Adaptation, sequential optimization

2006

Bartz-Beielstein, Thomas; Preuss, Mike

Considerations of Budget Allocation for Sequential Parameter Optimization (SPO) Inproceedings

Paquete, Luis (Hrsg.): Workshop on Empirical Methods for the Analysis of Algorithms, Proceedings, S. 35–40, Reykjavik, Iceland, 2006.

BibTeX | Schlagwörter: optimization

Bartz-Beielstein, Thomas; Chmielewski, Annette; Janas, Michael; Naujoks, Boris; Scheffermann, Robert

Optimizing door assignment in LTL-terminals by evolutionary multiobjective algorithms Inproceedings

Fogel, D (Hrsg.): Proc. 2006 Congress on Evolutionary Computation (CEC'06) within Fourth IEEE World Congress on Computational Intelligence (WCCI'06), Vancouver BC, S. 348-354, IEEE Press, Piscataway NJ, 2006.

BibTeX | Schlagwörter: evolution, Evolutionary Algorithm, multi-objective, optimization

Naujoks, Boris; Quagliarella, Domenico; Bartz-Beielstein, Thomas

Sequential parameter optimisation of evolutionary algorithms for airfoil design Inproceedings

Winter, G (Hrsg.): Proc. Design and Optimization: Methods and Applications, (ERCOFTAC'06), S. 231-235, University of Las Palmas de Gran Canaria, 2006.

BibTeX | Schlagwörter: Evolutionary Algorithm, optimization, sequential optimization

Bartz-Beielstein, Thomas; Preuss, Mike

Sequential parameter optimization (SPO) and the role of tuning in experimental analysis Inproceedings

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), S. 5–6, 2006, (Invited talk).

BibTeX | Schlagwörter: optimization, sequential optimization, SPOT

2005

Bartz-Beielstein, Thomas; Lasarczyk, Christian; Preuss, Mike

Sequential Parameter Optimization Inproceedings

B.~McKay, ; others, (Hrsg.): Proceedings 2005 Congress on Evolutionary Computation (CEC'05), Edinburgh, Scotland, S. 773–780, IEEE Press, Piscataway NJ, 2005.

BibTeX | Schlagwörter: optimization, SPOT

Bartz-Beielstein, Thomas; Preuss, Mike; Markon, Sandor

Validation and optimization of an elevator simulation model with modern search heuristics Buchkapitel mit eigenem Titel

T.~Ibaraki, ; K.~Nonobe, ; M.~Yagiura, (Hrsg.): Metaheuristics: Progress as Real Problem Solvers, S. 109–128, Springer, Berlin, Heidelberg, New York, 2005.

BibTeX | Schlagwörter: optimization, simulation

2004

Bartz-Beielstein, Thomas; Parsopoulos, Konstantinos E; Vrahatis, Michael N

Analysis of Particle Swarm Optimization Using Computational Statistics Inproceedings

Simos, T -E; Tsitouras, Ch. (Hrsg.): Proceedings International Conference Numerical Analysis and Applied Mathematics (ICNAAM), S. 34–37, Wiley-VCH, Weinheim, Germany, 2004.

BibTeX | Schlagwörter: optimization, PSO

Bartz-Beielstein, Thomas; de Vegt, Marcel; Parsopoulos, Konstantinos E; Vrahatis, Michael N

Designing Particle Swarm Optimization with Regression Trees Forschungsbericht

Universität Dortmund (CI--173/04), 2004.

BibTeX | Schlagwörter: optimization, PSO, regression

58 Einträge « 1 von 2 »

 


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58 Einträge « 1 von 6 »
1. Bagheri, Samineh: Self-Adjusting Surrogate-Assisted Optimization Techniques for Expensive Constrained Black Box Problems. Leiden University and TH Köln, 2020, (PhD thesis). (Typ: Promotionsarbeit | BibTeX)
2. Konen, Wolfgang; Bagheri, Samineh: Reinforcement Learning for N-Player Games: The Importance of Final Adaptation. In: Vasile, Bogdan Filipic Massimiliano (Hrsg.): 9th International Conference on Bioinspired Optimisation Methods and Their Applications (BIOMA), Bruxelles, 2020. (Typ: Inproceedings | Links | BibTeX)
3. Konen, Wolfgang; Bagheri, Samineh: Final Adaptation Reinforcement Learning for N-Player Games. Research Center CIOP (Computational Intelligence, Optimization and Data Mining) 2020. (Typ: Forschungsbericht | Links | BibTeX)
4. Konen, Wolfgang: The GBG Class Interface Tutorial V2.2: General Board Game Playing and Learning. Research Center CIOP (Computational Intelligence, Optimization and Data Mining) 2020. (Typ: Forschungsbericht | Links | BibTeX)
5. Konen, Wolfgang: General Board Game Playing for Education and Research in Generic AI Game Learning. In: Perez, Diego; Mostaghim, Sanaz; Lucas, Simon (Hrsg.): IEEE Conference on Games, London, 2019. (Typ: Inproceedings | Links | BibTeX)
6. Bagheri, Samineh; Konen, Wolfgang; Bäck, Thomas: Solving Optimization Problems with High Conditioning by Means of Online Whitening. In: Lopez-Ibanez, Manuel (Hrsg.): Genetic and Evolutionary Computation Conference 2019 (GECCO'19), Prague, S. 243-244, ACM, 2019. (Typ: Inproceedings | Links | BibTeX)
7. Bagheri, Samineh; Konen, Wolfgang; Bäck, Thomas: SACOBRA with Online Whitening for Solving Optimization Problems with High Conditioning. arXiv preprint arXiv:1904.08397 2019. (Typ: Forschungsbericht | Links | BibTeX)
8. Bagheri, Samineh; Konen, Wolfgang; Bäck, Thomas: How to Solve the Dilemma of Margin-Based Equality Constraint Handling Methods. In: at-Automatisierungstechnik, submitted , 2019. (Typ: Artikel | BibTeX)
9. Bagheri, Samineh; Konen, Wolfgang; Bäck, Thomas: How to Solve the Dilemma of Margin-Based Equality Handling Methods. In: Hoffmann, Frank; Hüllermeier, Eyke; Mikut, Ralf (Hrsg.): Proceedings - 28. Workshop Computational Intelligence, Dortmund, 29. - 30. November 2018, S. 257-270, KIT Scientific Publishing, Karlsruhe, 2018, ISBN: 978-3-7315-0845-8, (Young Author Award). (Typ: Inproceedings | Links | BibTeX)
10. Bagheri, Samineh; Konen, Wolfgang; Bäck, Thomas: Comparing Kriging and Radial Basis Function Surrogates. In: Hoffmann, Frank; Hüllermeier, Eyke (Hrsg.): Proceedings 27. Workshop Computational Intelligence, S. 243-259, Universitätsverlag Karlsruhe, 2017. (Typ: Inproceedings | Links | BibTeX)
58 Einträge « 1 von 6 »