Network Data Envelopment Analysis

£129.50

Network Data Envelopment Analysis

Foundations and Extensions

Management decision making Management of specific areas Operational research

Author: Chiang Kao

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Collection: International Series in Operations Research & Management Science

Language: English

Published by: Springer

Published on: 24th July 2023

Format: LCP-protected ePub

ISBN: 9783031275937


Overview

This second edition systematically presents the underlying theory, model development, and applications of network Data Envelopment Analysis (DEA). It discusses the models used to measure the efficiency of systems in specific network structures and introduces readers to the latest applications. It demonstrates how the network DEA approach helps identify and manage the specific components that cause inefficiencies in the overall system. The existing models for measuring the efficiency of systems in specific network structures are also discussed, and the relationships between system efficiency and component efficiency are explored. Moreover, the book provides an advanced exposition on performance evaluation of systems with network structures. It explores the networked nature of most production and operation systems, and explains why network analyses are necessary. Accordingly, the book will inspire new research and applications based on the state of the art.

New Edition Highlights

In this new edition, the latest research advances and discoveries are discussed. Two new chapters on Linkage Efficiency and External and Internal Evaluations have been added.

Target Audience

This book is mainly aimed at researchers and graduate students who are interested in performance evaluation, DEA, and multi-criteria decision analysis. Practitioners who want to measure the performance of production, operation, or any type of decision-making units will also find it useful.

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