Grey Data Analysis: Methods, Models And Applications (computational Risk Management)
by Sifeng Liu /
2016 / English / PDF
4.6 MB Download
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.
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. All methods
and models presented here were chosen for their practical
applicability and have been widely employed in various research
works.
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. All methods
and models presented here were chosen for their practical
applicability and have been widely employed in various research
works.
I still remember 1983, when I first participated in a course
on Grey System Theory. The mimeographed teaching materials
had a blue cover and were presented as a book. It was like
finding a treasure: This fascinating book really inspired me
as a young intellectual going through a period of confusion
and lack of academic direction. It shone with pearls of
wisdom and offered a beacon in the mist for a man trying to
find his way in academic research. This book became the
guiding light in my life journey, inspiring me to forge an
indissoluble bond with Grey System Theory.
I still remember 1983, when I first participated in a course
on Grey System Theory. The mimeographed teaching materials
had a blue cover and were presented as a book. It was like
finding a treasure: This fascinating book really inspired me
as a young intellectual going through a period of confusion
and lack of academic direction. It shone with pearls of
wisdom and offered a beacon in the mist for a man trying to
find his way in academic research. This book became the
guiding light in my life journey, inspiring me to forge an
indissoluble bond with Grey System Theory.
――Sifeng Liu
――Sifeng Liu