Network Data Envelopment Analysis: Foundations and Extensions

Name: Network Data Envelopment Analysis: Foundations and Extensions
Price: 5406 TWD
Availability: OnlineOnly
Author: Kao, Chiang
ISBN: 3031275950

Kao, Chiang

出版商: Springer
出版日期: 2024-07-25
售價: $5,690
貴賓價: 9.5 折 $5,406
語言: 英文
頁數: 475
裝訂: Quality Paper - also called trade paper
ISBN: 3031275950
ISBN-13: 9783031275951

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商品描述

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.

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.

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.

商品描述(中文翻譯)

本書第二版系統性地介紹了網絡數據包絡分析（Data Envelopment Analysis, DEA）的基本理論、模型發展及其應用。書中討論了用於衡量特定網絡結構系統效率的模型，並向讀者介紹了最新的應用案例。它展示了「網絡DEA」方法如何幫助識別和管理導致整體系統低效的特定組件。書中還討論了現有的衡量特定網絡結構系統效率的模型，並探討了系統效率與組件效率之間的關係。此外，本書對具有網絡結構的系統性能評估提供了深入的闡述。它探討了大多數生產和運營系統的網絡特性，並解釋了為何需要進行網絡分析。因此，本書將激發基於最新技術的新研究和應用。

在這一新版中，討論了最新的研究進展和發現。新增了兩章關於連結效率及外部和內部評估的內容。

本書主要針對對性能評估、DEA和多準則決策分析感興趣的研究人員和研究生。希望衡量生產、運營或任何類型決策單元性能的實務工作者也會覺得本書有用。

作者簡介

Chiang Kao is a University Chair Professor of Industrial and Information Management at National Cheng Kung University in Taiwan. After joining Cheng Kung University, he has engaged in stays at Purdue University (USA), Aachen University of Technology (Germany), INSEAD and the University of Paul Sabatier (France), and the University of Bologna (Italy). He has also been hired by the Computer Science Department of Southwest Texas State University.

Professor Kao has also held administrative posts at Cheng Kung University, including Chairman of the Department of Industrial and Information Management, Dean of the College of Management, and University President. He has published more than eighty papers on DEA in international journals, thirty of which concern network DEA. Currently, he serves on the Editorial Board of the European Journal of Operational Research and an Associate Editor for Omega.