E-mail: grzegorz.mzyk@pwr.edu.pl

Unit: Faculty of Information and Communication Technology (N) » Department of Control Systems and Mechatronics

Home page

http://staff.iiar.pwr.wroc.pl/grzegorz.mzyk/

https://kam.pwr.edu.pl/grzegorz-mzyk/

Address

Z. Janiszewskiego 11/17, 50-372 Wrocław
building C-3, room 218
phone +48 71 320 3277

Office hours

please see the USOS web system

 

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Research fields

• System identification; pattern recognition; control theory.

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Recent papers

2024

• G. Mzyk, Identification of Time-Varying Non-Linear Systems with Adaptive Bootstrap-Based Tracking, Mechanical Systems and Signal Processing, Elsevier, 2024.
• G. Mzyk, G. Maik, Nonparametric Identification of Wiener System with a Subclass of Wide-Sense Cyclostationary Excitations, International Journal of Adaptive Control and Signal Processing, Wiley, 2024.

2023

• G. Maik, G. Mzyk, P. Wachel, Exponential Excitations for Effective Identification of Wiener System, International Journal of Control, Taylor and Francis, 2023.
• P. Mielcarek, G. Mzyk, Recursive Algorithm for Interaction Prediction in Hammerstein System Identification with Simulation Studies, International Journal of Modelling, Identification and Control, vol. 43, No. 2, pp. 134-144, 2023.

2020

• G. Mzyk, P. Wachel, Wiener System Identification by Input Injection Method, International Journal of Adaptive Control and Signal Processing, vol. 34, No. 8, pp. 1-15, Wiley, 2020.

2017

• Mzyk G., Wachel P., Kernel-based identification of Wiener-Hammerstein system, Automatica, No. 83, pp. 275-281, Elsevier, 2017.

2016

• Wachel P., Mzyk G., Direct identification of the linear block in Wiener system, International Journal of Adaptive Control and Signal Processing, vol. 30, No. 1, pp. 93-105, Wiley, 2016.

2015

• Mzyk G., Instrumental Variables for Nonlinearity Recovering in Block-Oriented Systems Driven by Correlated Signals, International Journal of Systems Science, vol. 46, No. 2, pp. 246-254, 2015.

2014

• Mzyk G., Combined Parametric-Nonparametric Identification of Block-Oriented Systems, Lecture Notes in Control and Information Sciences, vol. 454, Springer, 2014.

2013

• G. Mzyk, Nonparametric Instrumental Variables for Identification of Block-Oriented Systems, International Journal of Applied Mathematics and Computer Science, vol. 23, No. 3, pp. 521-537, 2013.

2010

• G. Mzyk, Parametric versus nonparametric approach to Wiener systems identification, in: Block-oriented nonlinear system identification, Chapter 8, pp. 111-125, ed. F. Giri and E. W. Bai, Series: Lecture Notes in Control and Information Sciences, vol. 404, Springer, 2010.

2009

• Mzyk G., Nonlinearity recovering in Hammerstein system from short measurement sequence, IEEE Signal Processing Letters, vol. 16, No. 9, pp. 762-765, September 2009.
• Hasiewicz Z., Mzyk G., Hammerstein system identification by non-parametric instrumental variables, International Journal of Control, vol. 82, No. 3, pp. 440-455, 2009.

2007

• Mzyk G., A censored sample mean approach to nonparametric identification of nonlinearities in Wiener systems, IEEE Transactions on Circuits and Systems II, vol. 54, No. 10, pp. 897-901, 2007.
• G. Mzyk, Generalized kernel regression estimate for Hammerstein system identification, International Journal of Applied Mathematics and Computer Science, vol. 17, No. 2, pp. 101-109, 2007.

2005

• B. Łysakowska, G. Mzyk, Komputerowa symulacja układów automatycznej regulacji
  w środowisku MATLAB/Simulink, Oficyna Wydawnicza PWr., 2005.

2004

• Hasiewicz Z, Mzyk G., Combined parametric-nonparametric identification of Hammerstein systems, IEEE Transactions on Automatic Control, vol.49, No. 8, pp. 1370-1375, 2004.

2001

• G. Mzyk, Zastosowanie metody zmiennych instrumentalnych do identyfikacji systemów Hammersteina-Wienera, Miesięcznik: Pomiary Automatyka Kontrola, Nr 7/8 2001.

Papers in DONA database

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Selected publications
1	Referat konferencyjny 2026 Grzegorz Mzyk, Szymon A Niewiadomski, Entropic metrics in feature selection for neural network-based data error detection in CMDB. W: Artificial Intelligence and Soft Computing : 24th International Conference, ICAISC 2025 Zakopane, Poland, June 22–26, 2025. Proceedings, Part II / eds. Leszek Rutkowski [i in.]. Cham : Springer Nature Switzerland AG, cop. 2026. s. 343–354. ISBN: 978-3-032-03707-7; 978-3-032-03708-4 Zasoby:DOIURLSFX
2	Artykuł 2025 Szymon A Niewiadomski, Grzegorz Mzyk, Optimization of purchasing plans based on forecasted demand for resources. International Journal of Electronics and Telecommunications. 2025, vol. 71, nr 2, s. 419-425. ISSN: 2300-1933 Zasoby:DOIURLSFX
3	Artykuł 2025 Gabriel Maik, Grzegorz Mzyk, Dimensionality reduction in kernel-based identification of Wiener system by cyclostationary excitations. International Journal of Electronics and Telecommunications. 2025, vol. 71, nr 2, s. 361-368. ISSN: 2300-1933 Zasoby:DOIURLSFX
4	Artykuł 2025 Gabriel Maik, Grzegorz Mzyk, Multi-stage kernel method based identification of Wiener-Hammerstein system with cyclostationary input signal. Information Sciences. 2025, vol. 713, art. 122190, s. 1-22. ISSN: 0020-0255; 1872-6291 Zasoby:DOIURLSFX
5	Artykuł 2025 Grzegorz Mzyk, Identification of time-varying non-linear systems with adaptive bootstrap-based tracking. Mechanical Systems and Signal Processing. 2025, vol. 223, art. 111896, s. 1-13. ISSN: 0888-3270; 1096-1216 Zasoby:DOIURLSFX
6	Referat konferencyjny 2024 Szymon A Niewiadomski, Grzegorz Mzyk, Optimization of procurement strategy supported by simulated annealing and genetic algorithm. W: System Dependability - Theory and Applications : Proceedings of the Nineteenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, July 1-5, 2024, Brunów, Poland / eds. Wojciech Zamojski [i in.]. Cham : Springer, cop. 2024. s. 196-205. ISBN: 978-3-031-61856-7; 978-3-031-61857-4 Zasoby:DOIURLSFX
7	Referat konferencyjny 2024 Gabriel Maik, Grzegorz Mzyk, Randomly initiated cyclostationary excitations for dimensionality reduction in wiener system identification. W: System Dependability - Theory and Applications : Proceedings of the Nineteenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, July 1-5, 2024, Brunów, Poland / eds. Wojciech Zamojski [i in.]. Cham : Springer, cop. 2024. s. 143-151. ISBN: 978-3-031-61856-7; 978-3-031-61857-4 Zasoby:DOIURLSFX
8	Artykuł 2024 Grzegorz Mzyk, Gabriel Maik, Nonparametric identification of Wiener system with a subclass of wide-sense cyclostationary excitations. International Journal of Adaptive Control and Signal Processing. 2024, vol. 38, nr 1, s. 323-341. ISSN: 0890-6327; 1099-1115 Zasoby:DOIURLSFX
9	Artykuł 2024 Gabriel Maik, Grzegorz Mzyk, Paweł Wachel, Exponential excitations for effective identification of Wiener system. International Journal of Control. 2024, vol. 97, nr 9, s. 1956-1966. ISSN: 0020-7179; 1366-5820 Zasoby:DOIURLSFX
10	Referat konferencyjny 2023 Szymon A Niewiadomski, Grzegorz Mzyk, ML support for conformity checks in CMDB-like databases. W: Artificial Intelligence and Soft Computing : 22nd International Conference, ICAISC 2023, Zakopane, June 18-22, 2023 : proceedings. Pt. 2 / eds. Leszek Rutkowski [i in.]. Cham : Springer, cop. 2023. s. 366-376. ISBN: 978-3-031-42507-3; 978-3-031-42508-0 Zasoby:DOIURLSFX
11	Referat konferencyjny 2023 Grzegorz Mzyk, Tracking optimization in nonparametric identification of time-varying nonlinear systems. W: Advanced, Contemporary Control : proceedings of the XXI Polish Control Conference, Gliwice, Poland, 2023. Vol. 2 / eds. Marek Pawelczyk [i in.]. Cham : Springer, cop. 2023. s. 128-136. ISBN: 978-3-031-35172-3; 978-3-031-35173-0 Zasoby:DOIURLSFX

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