Prof. Anna Walaszek-Babiszewska
Opole University of Technology, Poland
Title: Advance Study on the Stochastic-Fuzzy Approach To Modelling and Control of Dynamic Systems
Abstract: Theory of stochastic processes and statistical methods have a long history of applications to data analysis and statistical inference in many fields of human activities, as financial market, medicine, industrial processes, dealing with randomness of the tested systems.
Theory of fuzzy systems, formulated by Lotfi A. Zadeh, especially soft computing, are suitable for modelling nonlinear and complex systems with imprecise information concerning the system structure and variables.
The sets of numerical data, collected in many real systems, and experts knowledge allow us to calculate probability of the IF – THEN rules of models, created in the input – output space of considerations.
In the lecture the example of complex fuzzy modelling and optimal control of stochastic systems are presented.
Bio: Anna Walaszek-Babiszewska is a professor in technical sciences (nominated by the President of Polish Republic in 2013). She has obtained MSc in Control Engineering from Wroclaw University of Technology and a PhD as well as a DSc (Habilitation) degrees from the Silesia University of Technology in Gliwice, Poland.
Her research interest include stochastic and fuzzy modelling, data science, and applications in technological and managerial situations.
She has supervised 5 complited PhDs and reviewed 6 PhDs in technology and economic sciences. She has published 5 monographic books on stochastic and fuzzy modelling.