- Course unit code:
- N400V16_4D
- Course unit title:
- Selected Topics in Intelligent Control
- Mode of completion and Number of ECTS credits:
- Exm (6 credits)
- Course supervisor:
- prof. Ing. Miroslav Fikar, DrSc.
- Name of lecturer(s):
- M. Klaučo (2023/2024 – Winter)
- Learning outcomes of the course unit:
- Students get acquainted with advanced principles and methods of modelling and control of systems using artificial neural networks and stochastic methods of optimal control.
- Prerequisites for registration:
- none
- Course contents:
- Theory of artificial neural networks
Neuro-fuzzy systems
Genetic algorithms
Simulated annealing
Monte Carlo simulations - Recommended or required reading:
- Basic:
- MAN, K. – TANG, K. – KWONG, S. Genetic Algorithms: Concepts and Designs. London : Springer Verlag, 1999. 344 s. ISBN 1-85233-072-4.
- WINTER, G. Genetic Algorithms in Engineering and Computer Science. Chichester : John Wiley & Sons, 1995. 464 s. ISBN 0-471-95859-X.
- KVASNIČKA, V. – BEŇUŠKOVÁ, Ľ. – POSPÍCHAL, J. – FARKAŠ, I. – TIŇO, P. – KRÁĽ, A. Úvod do teórie neurónových sietí. Bratislava : IRIS-Knižní klub, 1997. 285 strany. ISBN 80-88778-30-1.
- Planned learning activities and teaching methods:
- lectures, consultations, individual study
- Assesment methods and criteria:
- oral examination
- Language of instruction:
- Slovak
Institute of Information Engineering, Automation and Mathematics was established in 1.1.2006 from two departments: Department of Information Engineering and Process Control and Department of Mathematics.
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