ANN-Based MAGDM Problems under Intuitionistic Fuzzy Environment - Softcover

Robinson P, John; Arul Prakash S, Wilson; A, Saranraj

 
9786209741463: ANN-Based MAGDM Problems under Intuitionistic Fuzzy Environment
Softcover
ISBN 10: 6209741460 ISBN 13: 9786209741463
Verlag: LAP LAMBERT Academic Publishing, 2026

Inhaltsangabe

This book, "ANN-Based MAGDM Problems under Intuitionistic Fuzzy Environment," presents a systematic framework for addressing Multi-Attribute Group Decision-Making (MAGDM) problems under uncertainty by integrating intuitionistic fuzzy set (IFS) theory with Artificial Neural Networks (ANN). The book explains how IFS effectively models hesitation and imprecision in expert judgments, while ANN supports learning-based and consistent decision structures. It offers a comprehensive treatment of IFS concepts tailored to MAGDM, including aggregation operators, ranking procedures, and defuzzification strategies.The work further develops ANN architectures suitable for intuitionistic fuzzy inputs and discusses learning rules, convergence behavior, and ranking aspects within uncertain environments. Several illustrative case studies demonstrate real-world applicability across engineering, management, and data-driven decision systems. Designed for researchers, doctoral scholars, and postgraduate students, the book provides both theoretical insight and practical methodology for solving complex group decision-making problems.

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Über die Autorin bzw. den Autor

Dr. P. John Robinson is Assistant Professor of Mathematics at Bishop Heber College, Tiruchirappalli. His research focuses on intuitionistic fuzzy sets, ANN-based MAGDM models, and decision sciences. He actively publishes, supervises research scholars, and contributes to conferences and interdisciplinary applications.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2026
Sprache
Englisch
ISBN 10 
6209741460
ISBN 13 
9786209741463
Einband
Taschenbuch
Anzahl der Seiten
128
Kontakt zum Hersteller
Fastbook Publishing
customerservice@vdm-vsg.de

Brivibas gatve 197
Riga
1039
Lettland