Performance Measurement with Fuzzy Data Envelopment Analysis

Ali Emrouznejad, Madjid Tavana (Herausgeber)

Buch | Softcover

XIV, 288 Seiten

2016 | Softcover reprint of the original 1st ed. 2014
Springer Berlin (Verlag)
978-3-662-50984-5 (ISBN)

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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.

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.

Erscheinungsdatum	02.09.2016
Reihe/Serie	Studies in Fuzziness and Soft Computing
Zusatzinfo	XIV, 288 p. 42 illus., 4 illus. in color.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Technik
	Wirtschaft ► Betriebswirtschaft / Management ► Unternehmensführung / Management
Schlagworte	Artificial Intelligence • Computational Intelligence • Decision making units • DMUs • Engineering • FDEA • Fuzzy DEA models • Imprecise data envelopment • Management Decision Making • Network data envelopment analysis • Operational Research • Operation Research/Decision Theory • Supplier Performance Evaluation • Supply chain efficiency evaluation
ISBN-10	3-662-50984-9 / 3662509849
ISBN-13	978-3-662-50984-5 / 9783662509845
Zustand	Neuware