Course unit code:
447M7_4D
Course unit title:
Modern Optimitzation Methods
Mode of delivery, planned learning activities and teaching methods:
lecture – 2 hours weekly (on-site method)
Credits allocated:
3
Recommended semester:
Chemická fyzika – (full-time, attendance method), 0. semester
Chemické inžinierstvo – (full-time, attendance method), 0. semester
Fyzikálna chémia – (full-time, attendance method), 0. semester
Riadenie procesov – (full-time, attendance method), 0. semester
Teoretická a počítačová chémia – (full-time, attendance method), 0. semester
Organická technológia a technológia palív – (full-time, attendance method), 0. semester
Level of study:
3.
Prerequisites for registration:
none
Assesment methods:
Students should work out their homework and to obtain the test.
Learning outcomes of the course unit:
To familiarize PhD students of chemistry with basic optimization methods (in particular gradient and stochastic methods).
Course contents:
1. Basic definitions and theorems of extremes of functions of 1-variable and n-variable. (allowance 3/0)
2. Optimization methods for 1-variable functions (allowance 3/0)
3. Optimization methods for n-variable functions (allowance 3/0)
4. Constrained optimization methods (allowance 3/0)
5. Simplex method and its modifications (allowance 3/0)
6. Stochastic optimization methods (allowance 3/0)
7. Evolutionary algorithms (allowance 3/0)
8. Neural networks (allowance 3/0)
Recommended or required reading:
Basic:
  • KVASNIČKA, V. – POSPÍCHAL, J. – TIŇO, P. Evolučné algoritmy. Bratislava : STU v Bratislave, 2000. 215 s. ISBN 80-227-1377-5.
  • CORNE, D. – DORIGO, M. – GLOVER, F. New Ideas in Optimization. London : The McGraw-Hill Companies, 1999. 493 s. ISBN 0-07-709506-5.
  • LUKŠAN, L. Metody s proměnnou metrikou: Nepodmíněná minimalizace. Praha : Academia, 1990. 347 s. ISBN 80-200-0211-1.
Language of instruction:
Slovak, English
Assessed students in total:
14

A 100 %

B 0 %

C 0 %

D 0 %

E 0 %

FX 0 %

Name of lecturer(s):
P. Viceník (2020/2021 – Winter)
P. Viceník (2019/2020 – Winter)
P. Viceník (2018/2019 – Winter)
Course supervisor:
Mgr. Peter Viceník, PhD.
Last modification:
5. 10. 2019

Department:
Department of Mathematics

AIS: 2019/2020  

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