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Course syllabus D1-ZFLJA - Fuzzy logics and applications (FCE - 2018/2019 - post-graduate studies)

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University: Slovak University of Technology in Bratislava
Faculty: Faculty of Civil Engineering
Course unit code: D1-ZFLJA
Course unit title: Fuzzy logics and applications
Mode of delivery, planned learning activities and teaching methods:
workshop2 hours weekly / 26 hours per semester of study (on-site method)

Credits allocated: 5
Recommended semester/trimester: Applied Mathematics - doctoral (semi-compulsory), 1. year
Applied Mathematics (in english language) - doctoral (semi-compulsory), 1. year
Level of study: 3.
Prerequisites for registration: none
Assesment methods:
test during the semester, exam
Learning outcomes of the course unit:
The subject brings a modern look based on fuzzy set theory on some parts of the classical mathematics and logics (approximate deduction, for example), and on control (Mamdani and Takagi-Sugeno controllers). Student will get skilled on fuzzy deduction methods and fuzzy modelling of control systems, including some applications in artifitial intelligence.
Course contents:
- Classical propositional logic.
- Basics of fuzzy logics, fuzzy connectives, fuzzy modus ponens.
- Fuzzy set theory, fuzzy arithmetics.
- Fuzzy relations, operations with fuzzy relations.
- Fuzzy deduction in fuzzy modelling, generalized modus ponens and modus tollens.
- Mamdani deduction method, compositional rules of inference, some fuzzy controllers.
Recommended or required reading:
Klement, E. P. – Mesiar, R. – Pap, E.: Triangular Norms. Kluwer Academic Publ., London 2000
Klir, J.G. – Bo Yuan: Fuzzy Sets and Fuzzy Logic, Prentice Hall 1995
Nguyen, H. T. – Walker, E. A.: Fuzzy Logic, Chapman and Hall, NY 2000
Novák, V.: Základy fuzzy modelování, BEN, Praha 2000

Language of instruction: slovak and english or english
Courses evaluation:
Assessed students in total: 6

100,0 %0 %
Name of lecturer(s): prof. RNDr. Radko Mesiar, DrSc. (examiner, instructor, lecturer, person responsible for course, tutor) - slovak, english
Last modification: 31. 8. 2015
Supervisor: prof. RNDr. Radko Mesiar, DrSc. and programme supervisor

Last modification made by Ing. Peter Korčák on 08/31/2015.

Type of output: