455-0908/01 – Artificial Intelligence Information and Control Systems (ŘISUI)

Gurantor departmentDepartment of Measurement and ControlCredits10
Subject guarantorprof. Dr. Ing. Miroslav PokornýSubject version guarantorprof. Dr. Ing. Miroslav Pokorný
Study levelpostgraduateRequirementChoice-compulsory
YearSemesterwinter + summer
Study languageCzech
Year of introduction1995/1996Year of cancellation2009/2010
Intended for the facultiesFEIIntended for study typesDoctoral
Instruction secured by
LoginNameTuitorTeacher giving lectures
POK40 prof. Dr. Ing. Miroslav Pokorný
Extent of instruction for forms of study
Form of studyWay of compl.Extent
Full-time Credit and Examination 2+0
Combined Credit and Examination 2+0

Subject aims expressed by acquired skills and competences

The aim of the course is to acquaint students with fuzzy expert systems and fuzzy controllers including its design metodology according to their doctoral thesis theme. Students will be ready for design, development and practical appication of fuzzy oriented expert systems and fuzzy controllers.

Teaching methods

Lectures
Individual consultations

Summary

Subject is dedicated to doctoral students having their doctoral work theme focused on artificial intelligent method in information or control systems. The following topics are discused: probability systems, fuzzy systems, neural network, genetic algorithms, soft computing systems. The course subject can be prepared individually according to student´s doctoral thesis theme.

Compulsory 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

Recommended literature:

Way of continuous check of knowledge in the course of semester

Monitoring the performance of given tasks within the regular consultations

E-learning

Další požadavky na studenta

Prerequisities

Subject has no prerequisities.

Co-requisities

Subject has no co-requisities.

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

Conditions for subject completion

Full-time form (validity from: 1960/1961 Summer semester, validity until: 2012/2013 Summer semester)
Task nameType of taskMax. number of points
(act. for subtasks)
Min. number of points
Exercises evaluation and Examination Credit and Examination 100 (145) 51
        Examination Examination 100  0
        Exercises evaluation Credit 45  0
Mandatory attendence parzicipation:

Show history

Occurrence in study plans

Academic yearProgrammeField of studySpec.FormStudy language Tut. centreYearWSType of duty
2009/2010 (P2645) Electrical Engineering, Communication and Computer systems (2612V015) Electronics P Czech Ostrava Choice-compulsory study plan
2009/2010 (P2645) Electrical Engineering, Communication and Computer systems (2612V045) Technical Cybernetics P Czech Ostrava Choice-compulsory study plan
2009/2010 (P2645) Electrical Engineering, Communication and Computer systems (2612V015) Electronics K Czech Ostrava Choice-compulsory study plan
2009/2010 (P2645) Electrical Engineering, Communication and Computer systems (2612V045) Technical Cybernetics K Czech Ostrava Choice-compulsory study plan
2008/2009 (P2645) Electrical Engineering, Communication and Computer systems (2612V015) Electronics P Czech Ostrava Choice-compulsory study plan
2008/2009 (P2645) Electrical Engineering, Communication and Computer systems (2612V045) Technical Cybernetics P Czech Ostrava Choice-compulsory study plan
2008/2009 (P2612) Electrical Engineering and Computer Science (2612V015) Electronics K Czech Ostrava Choice-compulsory study plan
2008/2009 (P2645) Electrical Engineering, Communication and Computer systems (2612V045) Technical Cybernetics K Czech Ostrava Choice-compulsory study plan
2008/2009 (P2645) Electrical Engineering, Communication and Computer systems (2612V015) Electronics K Czech Ostrava Choice-compulsory study plan
2007/2008 (P2645) Electrical Engineering, Communication and Computer systems (2612V015) Electronics P Czech Ostrava Choice-compulsory study plan
2007/2008 (P2645) Electrical Engineering, Communication and Computer systems (2612V045) Technical Cybernetics P Czech Ostrava Choice-compulsory study plan
2006/2007 (P2645) Electrical Engineering, Communication and Computer systems (2612V015) Electronics P Czech Ostrava Choice-compulsory study plan
2006/2007 (P2645) Electrical Engineering, Communication and Computer systems (2612V045) Technical Cybernetics P Czech Ostrava Choice-compulsory study plan
2005/2006 (P2645) Electrical Engineering, Communication and Computer systems (2612V015) Electronics P Czech Ostrava Choice-compulsory study plan
2005/2006 (P2645) Electrical Engineering, Communication and Computer systems (2612V045) Technical Cybernetics P Czech Ostrava Choice-compulsory study plan
2004/2005 (P2645) Electrical Engineering, Communication and Computer systems (2612V015) Electronics P Czech Ostrava Choice-compulsory study plan
2004/2005 (P2645) Electrical Engineering, Communication and Computer systems (2612V045) Technical Cybernetics P Czech Ostrava Choice-compulsory study plan
2003/2004 (P2645) Electrical Engineering, Communication and Computer systems (2612V015) Electronics P Czech Ostrava Choice-compulsory study plan
2003/2004 (P2645) Electrical Engineering, Communication and Computer systems (2612V045) Technical Cybernetics P Czech Ostrava Choice-compulsory study plan
2002/2003 (P2612) Electrical Engineering and Computer Science (2612V015) Electronics P Czech Ostrava Choice-compulsory study plan
2002/2003 (P2612) Electrical Engineering and Computer Science (2612V045) Technical Cybernetics P Czech Ostrava Choice-compulsory study plan
2001/2002 (P2612) Electrical Engineering and Computer Science (2612V015) Electronics P Czech Ostrava Choice-compulsory study plan
2001/2002 (P2612) Electrical Engineering and Computer Science (2612V045) Technical Cybernetics P Czech Ostrava Choice-compulsory study plan

Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner