Terminated in academic year 2009/2010

Artificial Intelligence Information and Control Systems

Type of study	Doctoral
Language of instruction	Czech
Code	455-0908/01
Abbreviation	ŘISUI
Course title	Artificial Intelligence Information and Control Systems
Credits	10
Coordinating department	Department of Measurement and Control
Course coordinator	prof. Dr. Ing. Miroslav Pokorný

Subject syllabus

Lectures:
Complex system modelling principles knowledge approaches.
Extending of fuzzy sets theory
Uncertainty and its fuzzy representation
Extending of multivalues fuzzy linguistic logic
Fuzzy linguistic models, analysis of Mamdani and Takagi-Sugeno fuzzy rules oriented models
Extending of aproximative reasoning, inference algorithms
Fuzzy expert systems, design methodology, application
Rule base cognitive analysis
Fuzzy control, design methodology, application
Fuzzy controller properties and stability
Intelligent knowledge controllers, architecture and properties
Neural networks in control systems
Genetic algorithms in control systems
Integration of artificial intelligence principles, soft computing

Literature

Mařík,V. a kol.: Umělá inteligence, ACADEMIA Praha, 1993
Sedláček,V.: Umělá inteligence I, skripta, UJEP, Fakulta přírodovědecká, Brno, 1987
Vondrák,I.: Umělá inteligence, skripta, UP Olomouc, 1990
Zbořil,F.: Umělá inteligence, skripta, VUT Brno, Fakulta elektrotechnická, 1990
Pokorný,M.: Umělá inteligence v modelování a řízení, BEN Praha, 1996
Pokorný,M.: Řídicí systémy se znalostní bází, skripta, VŠB TU Ostrava, FEI, 1995

Vysoký,P.: Fuzzy řízení, skripta ČVU FEL Praha, 1996
Kubík,S. a kol.: Teorie automatického řízení II, TKI, Praha 1982
Osowski,S.: Neuronové sítě, polsky, OWP, Varšava, 1994
Goldberg,D.: Genetic Algorithms in Search, Optimization And Machine Learning, Addison-Wesley, 1989
Novák,V.: Základy fuzzy modelování, BEN Praha, 2000
Novák,V., Perfilieva,I., Močkoř,J.: Mathematical Principles of Fuzzy Logic, Kluwer, Boston, 1999

Advised literature

No advised literature has been specified for this subject.

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