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Decision Support System: Tools and Techniques de Susmita Bandyopadhyay

Decision Support System: Tools and Techniques

Autor Susmita Bandyopadhyay
en Limba Engleză Hardback – 13 mar 2023
This book presents different tools and techniques used for Decision Support Systems (DSS), including decision tree and table, and their modifications, multi-criteria decision analysis techniques, network tools of decision support, and various case-based reasoning methods supported by examples and case studies. Latest developments for each of the techniques have been discussed separately, and possible future research areas are duly identified as intelligent and spatial DSS.
Features:
  • Discusses all the major tools and techniques for Decision Support System supported by examples.
  • Explains techniques considering their deterministic and stochastic aspects.
  • Covers network tools including GERT and Q-GERT.
  • Explains the application of both probability and fuzzy orientation in the pertinent techniques.
  • Includes a number of relevant case studies along with a dedicated chapter on software.
This book is aimed at researchers and graduate students in information systems, data analytics, operation research, including management and computer science areas.
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Specificații

ISBN-13: 9781032309927
ISBN-10: 103230992X
Pagini: 394
Ilustrații: 185 Tables, black and white; 130 Line drawings, black and white; 63 Halftones, black and white; 193 Illustrations, black and white
Dimensiuni: 178 x 254 x 29 mm
Greutate: 0.89 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press

Public țintă

Academic

Cuprins

Preface. Author Biography. 1. Introduction. 2. Decision Tree. 3. Decision Table. 4. Predicate Logic. 5. Fuzzy Theory and Fuzzy Logic. 6. Network Tools. 7. Petri Net. 8. Markov Chain. 9. Case-Based Reasoning. 10. Multi-Criteria Decision Analysis Techniques. 11. Some Other Tools. 12. Spatial Decision Support System. 13. Data Warehousing and Data Mining. 14. Intelligent Decision Support System. 15. DSS Software. 16. Future of Decision Support System.

Notă biografică

Susmita Bandyopadhyay is currently teaching the Department of Business Administration of The University of Burdwan in West Bengal, India. She has done PhD in Engineering, M.Tech. in Industrial Engineering and Management, MBA in Systems Management, MCA and PG diplomas. She is the author of three other books, published under CRC Press and IGI Global. She is also an author of three book chapters published in international book series; twenty-three research papers in different international and a few national journals of repute; twenty-six research papers published different referred international conference proceedings. She is a Reviewer of a total of twenty-seven international journals belonging to databases like Elsevier, Springer. She is also an editorial assistant of an international journal. She is the best paper award winner in a few referred international conferences. She is a life member of Operational Research Society of India and a senior member of IEEE.

Descriere

This book presents different tools and techniques used for Decision Support Systems (DSS) including decision tree and table, and their modifications, multi-criteria decision analysis techniques, network tools of decision support and various case-based reasoning methods supported by examples and case studies.