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Sylabus predmetu N400V16_4D - Selected Topics in Intelligent Control (FCFT - 2018/2019 - post-graduate studies)


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University: Slovak University of Technology in Bratislava
Faculty: Faculty of Chemical and Food Technology
Course unit code: N400V16_4D
Course unit title: Selected Topics in Intelligent Control
Mode of delivery, planned learning activities and teaching methods:
lecture2 hours weekly (on-site method)
laboratory/construction practice3 hours weekly (on-site method)

 
Credits allocated: 6
 
Recommended semester/trimester: Process Control - doctoral (semi-compulsory), 1. year
Level of study: -- item not defined --
Prerequisites for registration: none
 
Assesment methods:
self work
 
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.
 
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 p. ISBN 1-85233-072-4.
WINTER, G. Genetic Algorithms in Engineering and Computer Science. Chichester : John Wiley & Sons, 1995. 464 p. 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.

 
Language of instruction: -- item not defined --
 
Notes:
 
Courses evaluation:
Assessed students in total: 9

PN
100,0 %0 %
Name of lecturer(s): prof. Ing. Miroslav Fikar, DrSc. (person responsible for course) - slovak
 
Last modification: 27. 8. 2018
Supervisor: prof. Ing. Miroslav Fikar, DrSc. and programme supervisor


Last modification made by Ing. Tomáš Molnár on 08/27/2018.

Typ výstupu: