Multi-Attribute Decision-Making: Bridging Theory and Practice (Transactions on Computer Systems and Networks)

Yadav, Ashok Kumar/ Ahmadian, Ali/ Pratap, Ajay

Springer Verlag, Singapore（2026/05発売）

• 製本 Hardcover:ハードカバー版
• 言語 ENG
• 商品コード 9789819547814

Full Description

This book offers a comprehensive, mathematically grounded introduction to multi-attribute decision-making (MADM) for undergraduate, graduate, and doctoral students, as well as researchers in engineering, management, economics, and biology. It bridges theory and practice, covering fundamental concepts, advanced methods, and MATLAB implementations. Topics include critical, subjective, objective, and comprehensive weighting methods, ranking techniques, and their integration for solving complex decision problems. The book addresses challenges such as ranking abnormalities, complexity, and applicability in emerging applications. It also explores fuzzy MADM for handling uncertainty and non-sharp boundaries, highlighting recent research directions and open challenges. Filling a gap in the literature, this book serves as a valuable resource for academics and professionals seeking to apply MADM in dynamic, interdisciplinary contexts.

Contents

Chapter 1. Introduction to Decision Theory.- Chapter 2. Normalization Strategies.- Chapter 3. Subjective Weigh Methods.- Chapter 4. Objective Weight Methods.- Chapter 5. Integrated Weight Methods.- Chapter 6. Multi-Attribute Decision-Making Models.- Chapter 7. Challenges in MADM Models.- Chapter 8. Applications of MADM.