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Bücher Englische Bücher Wissen & Bildung Sozialwissenschaft, Recht, Wirtschaft Wirtschaft Allg. & Lexika Decision Making and Performance Evaluation Using Data Envelopment Analysis
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Decision Making and Performance Evaluation Using Data Envelopment Analysis
Yao Chen (Gebundene Ausgabe, Englisch)
Optischer Zustand
Beschreibung
This book offers new transparent views and step-by-step methods for performance evaluation of a set of units using Data Envelopment Analysis (DEA). The book has twelve practical chapters. Elementary concepts and definitions are gradually built in Chapters 1-6 based upon four examples of one input and one output factors, two input factors, two output factors, and four input and three output… factors. Simultaneously, the mathematical foundations using linear programming are also introduced without any prerequisites. A reader with basic knowledge of mathematics and computers is able to understand the contents of the book. In addition, to prevent pre-judgment about the available concepts and definitions in the DEA literature, some new phrases are introduced and, after elucidating each phrase in detail in Chapters 1-6, they are reintroduced for industry-wide accuracy in Chapter 7. After that, some of the more advanced DEA topics are illustrated in Chapters 8-12, such as: production-planningproblems, output-input ratio analysis, efficiency over different time periods, Malmquist efficiency indexes, and a delta neighborhood model. A clear overview of many of the elementary and advanced concepts of DEA is provided, including Technical Efficiency, Relative Efficiency, Cost/Revenue/Profit Efficiency, Price/Overall Efficiency, the DEA axioms, the mathematical background to measure technical efficiency and overall efficiency, the multiplier/envelopment form of basic DEA models in input/output-orientation, the multiplier/envelopment of Additive DEA model, the multiplier/envelopment of slacks-based models, and others. The book also covers a variety of DEA techniques, input-output ratio analysis, the natural relationships between DEA frontier and the ratio of output to input factors, production-planning problems, planning ideas with a centralized decision-making unit, context-dependent DEA, Malmquist efficiency index, efficiency over different time periods, and others. End-of-chapter exercises are provided for each chapter. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
14.05.2018
Sprache
Englisch
EAN
9783319763446
Herausgeber
Springer International Publishing
Serien- oder Bandtitel
International Series in Operations Research & Management Science
Sonderedition
Nein
Autor
Yao Chen
Seitenanzahl
392
Auflage
1st edition 2018
Einbandart
Gebundene Ausgabe
Schlagwörter
Data Envelopment Analysis (DEA), Input Factor, Output Factor, Performance Evaluation, Gemstone Example, Context-Dependent DEA, Efficiency Change, Malmquist Index
Thema-Inhalt
KJT - Unternehmensforschung
KJMD - Management: Entscheidungstheorie
TGP - Fertigungstechnik und Ingenieurwesen
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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