Andreas Fischbach
Dipl.-Inf.
Publikationen
- Fischbach, Andreas; Rehbach, Frederik; Anders, Denis (2022): Data-Driven Problem Classification and Algorithm Selection for Injection Molding Optimization. In: Journal of International Scientific Publications: Materials, Methods & Technologies. Vol. 16, S. 59 - 74. (peer-reviewed/Open Access)
- Rehbach, Frederik; Zaefferer, Martin; Fischbach, Andreas; Rudolph, Gunter; Bartz-Beielstein, Thomas (2022): Benchmark-Driven Configuration of a Parallel Model-Based Optimization Algorithm. In: IEEE Transactions on Evolutionary Computation., S. 1 - 14. (peer-reviewed)
- Strohschein, Jan; Fischbach, Andreas; Bunte, Andreas; Faeskorn-Woyke, Heide; Moriz, Natalia; Bartz-Beielstein, Thomas (2021): Cognitive Capabilities for the CAAI in Cyber-Physical Production Systems. In: The International Journal of Advanced Manufacturing Technology. Vol. 115, S. 3513 - 3532. (peer-reviewed/Open Access)
- Strohschein, Jan; Fischbach, Andreas; Bunte, Andreas; Faeskorn-Woyke, Heide; Moriz, Natalia; Bartz-Beielstein, Thomas (2020): Cognitive Capabilities for the CAAI in Cyber-Physical Production Systems. (Open Access)
- Bartz-Beielstein, Thomas; Doerr, Carola; van der Berg, Daan; Bossek, Jakob; Chandrasekaran, Sowmya; Eftimov, Tome; Fischbach, Andreas; Kerschke, Pascal; Lopez-Ibanez, Manuel; Malan, Katherine M.; Moore, Jason H.; Naujoks, Boris; Orzechowski, Patryk; Volz, Vanessa; Wagner, Markus; Weise, Thomas (2020): Benchmarking in Optimization : Best Practice and Open Issues. (Open Access)
- Fischbach, Andreas; Bartz-Beielstein, Thomas (2020): Improving the Reliability of Test Functions Generators. In: Applied Soft Computing : The Official Journal of the World Federation on Soft Computing (WFSC). Vol. 92. (peer-reviewed)
- Fischbach, Andreas; Strohschein, Jan; Bunte, Andreas; Stork, Jörg; Faeskorn-Woyke, Heide; Moriz, Natalia; Bartz-Beielstein, Thomas (2020): CAAI : A Cognitive Architecture to Introduce Artificial Intelligence in Cyber-physical Production Systems. In: The International Journal of Advanced Manufacturing Technology. Vol. 111, S. 609 - 626. (peer-reviewed/Open Access)
- Fischbach, Andreas; Strohschein, Jan; Bunte, Andreas; Stork, Jörg; Faeskorn-Woyke, Heide; Moriz, Natalia; Bartz-Beielstein, Thomas (2020): CAAI - A Cognitive Architecture to Introduce Artificial Intelligence in Cyber-Physical Production Systems. (Open Access)
- Fischbach, Andreas; Strohschein, Jan; Bunte, Andreas; Stork, Jörg; Faeskorn-Woyke, Heide; Moriz, Natalia; Bartz-Beielstein, Thomas (2020): CAAI - A Cognitive Architecture to Introduce Artificial Intelligence in Cyber-Physical Production Systems(CIplus). (Open Access)
- Bartz-Beielstein, Thomas; Doerr, Carola; Bossek, Jakob; Chandrasekaran, Sowmya; Eftimov, Tome; Fischbach, Andreas; Kerschke, Pascal; Lopez-Ibanez, Manuel; Malan, Katherine M.; Moore, Jason H.; Naujoks, Boris; Orzechowski, Patryk; Volz, Vanessa; Wagner, Markus; Weise, Thomas (2020): Benchmarking in Optimization : Best Practice and Open Issues. Köln: Technische Hochschule Köln (CIplus). (Open Access)
- Bunte, Andreas; Fischbach, Andreas; Strohschein, Jan; Bartz-Beielstein, Thomas; Faeskorn-Woyke, Heide; Niggemann, Oliver (2019): Evaluation of Cognitive Architectures for Cyber-Physical Production Systems. 2019 24th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2019). Piscataway: IEEE, S. 729 - 736. (peer-reviewed)
- Stork, Jörg; Friese, Martina; Zaefferer, Martin; Bartz-Beielstein, Thomas; Fischbach, Andreas; Breiderhoff, Beate; Naujoks, Boris; Tušar, Tea (2019): Open Issues in Surrogate-Assisted Optimization. In: Bartz-Beielstein, Thomas; Filipič, Bogdan; Korošec, Peter; Talbi, El-Ghazali (Hrsg.): High-Performance Simulation-Based Optimization. Cham: Springer, S. 225 - 244. (peer-reviewed)
- Bunte, Andreas; Fischbach, Andreas; Strohschein, Jan; Bartz-Beielstein, Thomas; Faeskorn-Woyke, Heide; Niggemann, Oliver (2019): Evaluation of Cognitive Architectures for Cyber-Physical Production Systems. In: De.arXiv.org. (Open Access)
- Stork, Jörg; Zaefferer, Martin; Fischbach, Andreas; Rehbach, Frederik; Bartz-Beielstein, Thomas (2017): Surrogate-Assisted Learning of Neural Networks. Köln: Technische Hochschule Köln (8/2017). (Open Access)
- Zaefferer, Martin; Fischbach, Andreas; Naujoks, Boris; Bartz-Beielstein, Thomas (2017): Simulation-based Test Functions for Optimization Algorithms. In: Bosman, Peter A. N. (Hrsg.): GECCO'17 : Proceedings of the 2017 Genetic and Evolutionary Computation Conference, Berlin 15.-19.07.2017. New York: Association for Computing Machinery, S. 905 - 912. (peer-reviewed)
- Chandrasekaran, Sowmya; Zaefferer, Martin; Moritz, Steffen; Stork, Jörg; Friese, Martina; Fischbach, Andreas; Bartz-Beielstein, Thomas (2016): Data Processing : A New Algorithm for Univariate Imputation Designed Specifically for Industrial Needs. In: Hoffmann, Frank; Hüllermeier, E.; Mikut, Ralf (Hrsg.): Proceedings 26. Workshop Computational Intelligence : Dortmund, 26. - 27. November 2015. Karlsruhe, Baden: KIT Scientific Publishing, S. 77 - 96. (peer-reviewed)
- Fischbach, Andreas; Zaefferer, Martin; Stork, Jörg; Friese, Martina; Bartz-Beielstein, Thomas (2016): From Real World Data to Test Functions. In: Hoffmann, Frank; Hüllermeier, E.; Mikut, Ralf (Hrsg.): Proceedings. KIT Scientific Publishing, S. 159 - 177. (peer-reviewed)
- Rebolledo Coy, Margarita A.; Krey, Sebastian; Bartz-Beielstein, Thomas; Flasch, Oliver; Fischbach, Andreas; Stork, Jörg (2016): Modeling and Optimization of a Robust Gas Sensor. In: Papa, Gregor; Mernik, Marjan (Hrsg.): BIOMA 2016. Ljubljana: Jožef Stefan Institute, S. 267 - 278. (peer-reviewed)
- Fischbach, Andreas; Stork, Jörg; Zaefferer, Martin; Krey, S.; Bartz-Beielstein, Thomas (2015): Analyzing Capabilities of Latin Hypercube Designs Compared to Classical Experimental Design Methods. In: Hoffmann, Frank; Hüllermeier, E. (Hrsg.): Proceedings. 25. Workshop Computational Intelligence, Dortmund, 26.-27. November 2015. Karlsruhe: KIT Scientific Publishing, S. 255 - 269. (peer-reviewed)
- Breiderhoff, Beate; Bartz-Beielstein, Thomas; Naujoks, Boris; Zaefferer, Martin; Fischbach, Andreas; Flasch, Oliver; Friese, Martina; Mersmann, Olaf; Stork, Jörg (2013): Simulation and Optimization of Cyclone Dust Separators(Schriftenreihe CIplus). (Open Access)