Modeling of Decision Processes

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Course Unit Code050-0511/01
Number of ECTS Credits Allocated5 ECTS credits
Type of Course Unit *Optional
Level of Course Unit *First Cycle
Year of Study *
Semester when the Course Unit is deliveredWinter, Summer Semester
Mode of DeliveryFace-to-face
Language of InstructionCzech
Prerequisites and Co-Requisites Course succeeds to compulsory courses of previous semester
Name of Lecturer(s)Personal IDName
SEN76doc. Ing. Pavel Šenovský, Ph.D.
Summary
Students get familiarized with particular techniques and resources for supporting of decision process from decision analysis to mathematical models for decision making.
Learning Outcomes of the Course Unit
The goal of the subject is to give basic knowledge about:
- methods CMP,
- network models,
- multiplecriteia decision making, game theory etc.
Course Contents
1. Introduction to Modeling of decision processes
2. Decision trees
3. Multi criteria decision analysis
4. Case study of multi criteria decision analysis
4. CPM method for project management
5. Analysis of physical networks
6. Linear programming
7. Game theory
8. Balance models
9. Localization models
10. Case study to models usage
11. Summary
Recommended or Required Reading
Required Reading:
Šenovský, P. Modeling of Decision Processes. Textbook, 2nd edition, VŠB - Technická Univerzita Ostrava, Ostrava 2012, 74 p., Available from https://fbiweb.vsb.cz/~sen76/data/uploads/skripta/modelling2ed.pdf [cit. 2020-02-26]
ŠENOVSKÝ, Pavel. Modelování rozhodovacích procesů [online]. 4. vydání, VŠB-TU Ostrava: Ostrava 2015. 113 str., dostupné z http://lms.vsb.cz
Šenovský, P. AHP Editor for Package "ahp" for R. Ostrava: Vysoká škola báňská – Technická univerzita Ostrava, 2019.
Recommended Reading:
Monahan, G. E. Management Decision Making: Spreadsheet Modeling, Analysis, and Application. Cambridge University Press, Cambridge 2000, 752 p., ISBN 978-0521781183
Saaty, T. L. Fundamentals of decision making and priority theory with the analytic hierarchy process. 2nd ed. Pittsburgh: RWS Publications, 2006. ISBN 0-9620317-6-3
Zonková, Z. Rozhodování managera. Skriptum 2. vydání, VŠB - Technická univerzita Ostrava, Ostrava 2003, 93 str.
Planned learning activities and teaching methods
Lectures, Tutorials
Assesment methods and criteria
Tasks are not Defined