Plenary Lecture
Application of a Stochastic-Fuzzy Approach to Modeling Optimal Discrete-Time Dynamical Systems by using Large-Scale Data Processing
Professor Anna Walaszek-Babiszewska
Institute of Control and Computer Engineering
Opole University of Technology
Poland
E-mail: a.walaszekbabiszewska@gmail.com
Abstract: In the paper the proposed dynamical model of the system is defined by fuzzy states and a transition function. The transition function is represented by conditional probabilities of respective fuzzy events. The criteria of optimization, as well as constraints, constitute fuzzy sets in the their domains. The dynamical model has a form of a stochastic-fuzzy knowledge base, where the rules and weights of rules has been built by using a large-scale data sets.
Brief Biography of the Speaker: Anna Walaszek-Babiszewska (Professor, Ph.D, D.Sc) was born and studied in Wrocław, Poland. She received her M.Sc. degree in automatic control from Wrocław University of Technology, Poland (1970). Since 1970 she has been with Silesia University of Technology, Gliwice, Poland, where she received Ph. D. and D. Sc. (Habilitation) degrees in automatic control of mining (1980 and 1994, respectively). Last years (2006 – 2017) she has been with Opole University of Technology, Department of Control and Computer Engineering, Opole, Poland. In 2013 she received her Full Professor tittle, awarded by President of the Republic of Poland. Her research interests include: theory of stochastic and fuzzy modeling, knowledge-based systems, theory of systems identification, data analysis, applications in technological and managerial situations. She has supervised 5 and reviewed 10 Ph.D dissertations in engineering and management sciences. She has published 5 monographic books on stochastic and fuzzy modeling and over 90 scientific papers. (the book on ‘Fuzzy modeling in stochastic environment’ has been published by LAP LAMBERT Academic Publishing, Germany, 2011). She was a member of International Association for Mathematical and Computer Simulation (IMACS), (1998 -1999), North American Fuzzy Information Processing Society (NAFIPS) (2008-2009), World Scientific and Engineering Academy and Society (WSEAS) (2008 – 2013), Management Editorial Board (2000-2005) and the Lecture Notes in Control and Computer Science Editorial Board (2003) of Zielona Góra University Press, Poland, Section of Cybernetics in Mining, Mining Committee of the Polish Academy of Sciences (1999-2011).