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Stochastic and fuzzy modelling of decision processes

Language of instruction angličtina
Code 157-9583
Abbreviation SMEPe
Course title Stochastic and fuzzy modelling of decision processes
Coordinating department Department of Systems Engineering and Informatics
Course coordinator prof. Mgr. Ing. František Zapletal, Ph.D.

Anotace

Students will be able to choose a suitable approach how to model risk or uncertainty and how to build the corresponding mathematical model. Students will learn especially algorithms of multi-criteria decision making with uncertain or random input data, or with missing data.

Povinná literatura

CHAVAS, Jean P. Risk Analysis in Theory and Practice, Academic Press Advanced Finance, 2004. ISBN 9780121706210 .
SKALNA, Iwona a kolektiv. Advances in Fuzzy Decision Making: Theory and Practice. Springer, 2015. ISBN 978-3-319-26494-3 .
KAHRAMAN, Cengiz a kolektiv. Fuzzy Multi-Criteria Decision Making, Springer, 2008. ISBN 978-0-387-76813-7 .

Doporučená literatura

CARLSSON, Christer a Robert FULLER. Fuzzy Reasoning in Decision Making and Optimization, Springer, 2002. ISBN 3790814288 .
KULKARNI, V. G. Introduction to modeling and analysis of stochastic systems, Springer, 2010. ISBN 1461427355 .
LEVY, Haim. Stochastic Dominance. Springer, 2015. ISBN 3319217070 .