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Grey data analysis: methods, models and applications

By: Liu, Sifeng.
Contributor(s): Yang, Yingjie [Co-author] | Forrest, Jeffrey [Co-author].
Material type: materialTypeLabelBookSeries: Computational risk management. Publisher: Singapore Springer 2017Description: xxix, 333 p.ISBN: 9789811018411.Subject(s): System theory | Operations research | Risk management | Decision makingDDC classification: 650 Online resources: ebook Summary: This book inclusively and systematically presents the fundamental methods, models and techniques of practical application of grey data analysis, bringing together the authors’ many years of theoretical exploration, real-life application, and teaching. It also reflects the majority of recent theoretical and applied advances in the theory achieved by scholars from across the world, providing readers a vivid overall picture of this new theory and its pioneering research activities. The book includes 12 chapters, covering the introduction to grey systems, a novel framework of grey system theory, grey numbers and their operations, sequence operators and grey data mining, grey incidence analysis models, grey clustering evaluation models, series of GM models, combined grey models, techniques for grey systems forecasting, grey models for decision-making, techniques for grey control, etc. It also includes a software package that allows practitioners to conveniently and practically employ the theory and methods presented in this book https://ebookcentral.proquest.com/lib/iimahd/detail.action?docID=4662694
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Item type Current location Collection Call number Status Date due Barcode
Electronic Resources Electronic Resources Vikram Sarabhai Library
General Stacks
Non Fiction 650 L4G7 (Browse shelf) Not for loan ER000568

Table of Contents:


1 Introduction to Grey Systems Research
2 The Grey Systems Theory Framework
3 Grey Numbers and Their Operations
4 Sequence Operators and Grey Data Mining
5 Grey Incidence Analysis Models
6 Grey Clustering Evaluation Models
7 Series of GM Models
8 Combined Grey Models
9 Techniques for Grey Systems Forecasting
10 Grey Models for Decision-Making
11 Grey Control Systems
12 Introduction to Grey Systems Modeling Software

This book inclusively and systematically presents the fundamental methods, models and techniques of practical application of grey data analysis, bringing together the authors’ many years of theoretical exploration, real-life application, and teaching. It also reflects the majority of recent theoretical and applied advances in the theory achieved by scholars from across the world, providing readers a vivid overall picture of this new theory and its pioneering research activities. The book includes 12 chapters, covering the introduction to grey systems, a novel framework of grey system theory, grey numbers and their operations, sequence operators and grey data mining, grey incidence analysis models, grey clustering evaluation models, series of GM models, combined grey models, techniques for grey systems forecasting, grey models for decision-making, techniques for grey control, etc. It also includes a software package that allows practitioners to conveniently and practically employ the theory and methods presented in this book


https://ebookcentral.proquest.com/lib/iimahd/detail.action?docID=4662694

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