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Performance Measurement with Fuzzy Data Envelopment Analysis [electronic resource] / edited by Ali Emrouznejad, Madjid Tavana.

Contributor(s): Emrouznejad, Ali [editor.] | Tavana, Madjid [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Studies in Fuzziness and Soft Computing: 309Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2014Description: XIV, 288 p. 42 illus., 4 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783642413728.Subject(s): Engineering | Operations research | Decision making | Computational intelligence | Engineering | Computational Intelligence | Operation Research/Decision TheoryAdditional physical formats: Printed edition:: No titleDDC classification: 006.3 Online resources: Click here to access online
Contents:
From the Contents: The State of the Art in Fuzzy Data Envelopment Analysis -- Imprecise Data Envelopment Analysis: Concepts, Methods, and Interpretations -- A General Framework of Dealing with Qualitative Data in DEA - A Fuzzy Number Approach -- Fuzzy Data Envelopment Analysis in Composite Indicator Construction -- Cross-efficiency in Fuzzy Data Envelopment Analysis.
In: Springer eBooksSummary: The intensity of global competition and ever-increasing economic uncertainties has led organizations to search for more efficient and effective ways to manage their business operations.  Data envelopment analysis (DEA) has been widely used as a conceptually simple yet powerful tool for evaluating organizational productivity and performance. Fuzzy DEA (FDEA) is a promising extension of the conventional DEA proposed for dealing with imprecise and ambiguous data in performance measurement problems. This book is the first volume in the literature to present the state-of-the-art developments and applications of FDEA. It is designed for students, educators, researchers, consultants and practicing managers in business, industry, and government with a basic understanding of the DEA and fuzzy logic concepts.
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From the Contents: The State of the Art in Fuzzy Data Envelopment Analysis -- Imprecise Data Envelopment Analysis: Concepts, Methods, and Interpretations -- A General Framework of Dealing with Qualitative Data in DEA - A Fuzzy Number Approach -- Fuzzy Data Envelopment Analysis in Composite Indicator Construction -- Cross-efficiency in Fuzzy Data Envelopment Analysis.

The intensity of global competition and ever-increasing economic uncertainties has led organizations to search for more efficient and effective ways to manage their business operations.  Data envelopment analysis (DEA) has been widely used as a conceptually simple yet powerful tool for evaluating organizational productivity and performance. Fuzzy DEA (FDEA) is a promising extension of the conventional DEA proposed for dealing with imprecise and ambiguous data in performance measurement problems. This book is the first volume in the literature to present the state-of-the-art developments and applications of FDEA. It is designed for students, educators, researchers, consultants and practicing managers in business, industry, and government with a basic understanding of the DEA and fuzzy logic concepts.

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