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Data envelopment analysis

Summary

Obsah předmětu je rozdělen do 6 bloků:
1. hodnocení výkonnosti,
2. produkční funkce,
3. efektivita a její varianty,
4. DEA modely,
5. změna efektivity v čase,
6. optimalizační software.

Literature

COOPER, W. William, SEIFORD, M. Lawrence a Kaoru, TONE. Data envelopment analysis: A comprehensive text with models, applications, references and DEA-solver software. 2nd ed. New-York: Springer, 2007.
TOLOO, Mehdi. Data Envelopment Analysis with selected models and applications. Ostrava: SAEI, vol. 30. Ostrava: VSB-TU Ostrava, 2014.
ZHU, Joe. Quantitative Models for Performance Evaluation and Benchmarking: DEA with Spreadsheets. 3rd ed. Heidelberg: Springer, 2014.

Advised literature

SUBHASH C. RAY. Data Envelopment Analysis: Theory and Techniques for Economics and Operations Research. Cambridge: Cambridge University Press, 2004.
COOK Wade a Joe, ZHU. Data Envelopment Analysis: A Handbook of Modeling Internal Structure and Network. Boston: Springer, 2016.
HWANG, Shiuh-Nan, LEE, Hsuan-Shih a Joe, ZHU. Handbook of Operations Analytics Using Data Envelopment Analysis. New York: Springer-Verlag, 2016.


Language of instruction angličtina
Code 157-9582
Abbreviation AODe
Course title Data envelopment analysis
Coordinating department Department of Systems Engineering and Informatics
Course coordinator prof. Mehdi Toloo, Ph.D.