Multi-Criteria Decision-Making: Principles, Methods and Programs
暫譯: 多準則決策：原則、方法與程式
Wang, Zhiyuan, Rangaiah, Gade Pandu
- 出版商: CRC
- 出版日期: 2026-03-16
- 售價: $4,930
- 貴賓價: 9.8 折 $4,831
- 語言: 英文
- 頁數: 284
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032853638
- ISBN-13: 9781032853635
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相關分類:
管理與領導 Management-leadership
海外代購書籍(需單獨結帳)
商品描述
This textbook for advanced undergraduate and graduate students provides a clear and practical guide to the principles and methods for structuring and solving complex problems that include multiple, often conflicting criteria.
The book introduces the foundations of multi-criteria decision-making (MCDM) and its relationship with complementary approaches such as multi-objective optimization and goal programming. It then presents three major MCDM methods: reference-type methods such as TOPSIS, aggregation-type methods such as AHP, and outranking-type methods such as ELECTRE. Each method is explained with numerical examples, and strengths and limitations discussed. Preprocessing techniques are also covered. The book highlights user-friendly software tools, including Microsoft Excel-based programs and open-source Python libraries. End-of-chapter exercises are also provided to ensure that readers can consolidate their knowledge and apply this to real-world applications.
This textbook is vital for advanced undergraduate and graduate students taking decision science and optimization courses in disciplines such as engineering, business, finance, and management. Its focus on recent methods and developments will ensure that students are well prepared for employment in their field or for further research alike.
商品描述(中文翻譯)
這本教科書針對高年級本科生和研究生，提供了一個清晰且實用的指南，介紹結構化和解決包含多個、通常相互衝突標準的複雜問題的原則和方法。
本書介紹了多準則決策（multi-criteria decision-making, MCDM）的基礎及其與其他互補方法（如多目標優化和目標規劃）的關係。接著，書中呈現了三種主要的MCDM方法：參考型方法（如TOPSIS）、聚合型方法（如AHP）和排序型方法（如ELECTRE）。每種方法都配有數值範例，並討論其優勢和限制。此外，還涵蓋了預處理技術。本書強調了使用者友好的軟體工具，包括基於Microsoft Excel的程式和開源的Python函式庫。每章結尾還提供了練習題，以確保讀者能夠鞏固知識並將其應用於實際情境中。
這本教科書對於修習決策科學和優化課程的高年級本科生和研究生至關重要，適用於工程、商業、金融和管理等學科。其對近期方法和發展的重點將確保學生為進入其領域的就業或進一步研究做好充分準備。
作者簡介
Zhiyuan Wang is a Lecturer at Singapore University of Social Sciences, where he teaches within the School of Business. Prior to this, he served as an Assistant Professor at DigiPen Institute of Technology Singapore. He holds a B.Eng. and a Ph.D. from National University of Singapore, and an M.Sc. from Nanyang Technological University.
Gade Pandu Rangaiah has been with National University of Singapore since 1982, where he has received numerous teaching awards and is now an Emeritus Professor. Prior to joining NUS, he received B.Tech. from Andhra University, India; M.Tech. from I.I.T. Kanpur, India; and Ph.D. from Monash University, Australia, and worked in Engineers India Limited for two years.
作者簡介(中文翻譯)
王志遠是新加坡社會科學大學的講師，任教於商學院。在此之前，他曾擔任新加坡數位藝術學院的助理教授。他擁有新加坡國立大學的工程學士學位和博士學位，以及南洋理工大學的碩士學位。
加德·潘杜·蘭加亞自1982年以來一直在新加坡國立大學任教，期間獲得了多項教學獎項，現為名譽教授。在加入新加坡國立大學之前，他獲得了印度安得拉大學的工學學士學位、印度坎普爾印度理工學院的工學碩士學位，以及澳大利亞莫納什大學的博士學位，並在印度工程師有限公司工作了兩年。
