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Lecturer(s)
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Žižka Miroslav, prof. Ing. Ph.D.
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Course content
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1. New trends a application of quantitative methods in management. 2. Complex supply chains and networks management. 3. Optimalization of supplies in multistage supply chain. 4. Modelling of circuit and distribution problems. 5. Models of data envelopment analysis. Modification of DEA models. 6. Simulation methods. Application of simulation in analysis business processes. 7. Decision making theory. Models of decision making situation. 8. Linear models of decision making situation Integral programming. 9. Multi-criteria decision making methods. Non-linear relations in decision making models. 10. Decision making models with random inputs. Models of dynamical and conflict decision making situations.
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Learning activities and teaching methods
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Monological explanation (lecture, presentation,briefing), Self-study (text study, reading, problematic tasks, practical tasks, experiments, research, written assignments)
- Contacts hours
- 20 hours per semester
- Semestral paper
- 100 hours per semester
- Home preparation for classes
- 100 hours per semester
- Preparation for exam
- 80 hours per semester
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Learning outcomes
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Broadening and deepening of knowledge mainly in the field of the complex supply chains and networks management, evaluation of efficiency of production units, computer-aided simulation of business processes and decisions-making models.
Knowledge of quantitative methods
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Prerequisites
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Knowledge of quantitative methods on the master level.
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Assessment methods and criteria
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Combined examination, Oral presentation of self-study
Elaboration of a semestral project aimed at the use of quantitative methods in relation to the dissertation.
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Recommended literature
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AXSÄTER, S. Inventory Control. New York: Springer, 2015. ISBN 978-3-319-15729-0.
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EISELT, H. A. a C.-L. SANDBLOM. Operations Research: A Model-Based Approach.. Berlin: Springer, 2012. ISBN 978-3-642-31053-9.
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FIALA, P., et al. Operační výzkum - nové trendy. Praha: Professional Publishing, 2010. ISBN 978-80-7431-036-2.
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CHRISTOU, I. T. Quantitative Methods in Supply Chain Management. Models and Algorithms. London: Springer Verlag, 2012. ISBN 978-0-85729-765-5.
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KAO, Ch. Network Data Envelopment Analysis: Foundations and Extensions. New York: Springer International, 2023. ISBN 9783031275920.
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LOTFI, Farhad Hosseinzadeh. Supply Chain Performance Evaluation: Application of Data Envelopment Analysis. Springer, 2023. ISBN 978-3031282461.
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ŠUBRT, T. Ekonomicko-matematické modely. Plzeň : Vydavatelství a nakladatelství Aleš Čeněk. 2019.
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WEBER, G.-H., FARNOUDKIA, H., PURUTÇUO?LU, V. Operations Research: New Paradigms and Emerging Applications. Boca Raton: CRC Press, 2022. ISBN 9781000800128.
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ZHU, J. Quantitative Models for Performance Evaluation and Benchmarking: Data Envelopment Analysis with Spreadsheets. Cham: Springer, 2015. ISBN 978-3-319-06646-2.
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