Systems Science: Methodological Approaches - Brossura

Lin, Yi

Brossura

ISBN 10: 113819977X ISBN 13: 9781138199774

Casa editrice: Routledge, 2017

Riassunto

By making use of the principles of systems science, the scientific community can explain many complicated matters of the world and shed new light on unsettled problems. Each real science has its own particular methodology for not only qualitative but also quantitative analyses, so it is important to understand the organic whole of systems research with operable mathematical methods. Systems Science: Methodological Approaches presents a mathematical explanation of systems science, giving readers a complete technical formulation of different systemic laws. It enables them to use a unified methodology to attack different problems that are hard, if not impossible, for modern science to handle.

Following a brief history of systems science, the book explores:

• Basic concepts, characteristics, properties, and classifications of general systems
• Nonlinear systems dynamics and the theory of catastrophe
• Dissipative structures and synergistics
• Studies of chaos, including logistic mapping, phase space reconstruction, Lyapunov exponents, and chaos of general single relation systems
• Different aspects and concepts of fractals, including a presentation of L systems analysis and design
• Complex systems and complexity, with a discussion of how the phenomena of "three" and complexity are related, and how various cellular automata can be constructed to generate useful simulations and figurative patterns
• Complex adaptive systems and open complex giant systems, with introduction of the yoyo model and practical applications
• Complex networks and related concepts and methods

The book concludes with several case studies that demonstrate how various concepts and the logic of systems can be practically applied to resolve real-life problems, such as the prediction of natural disasters. The book will be useful in directing future research and applications of systems science on a commonly accepted platform and playground.

Su questo libro

L'autore:

Dr. Yi Lin, also known as Jeffrey Yi-Lin Forrest, is a specially appointed professor in economics, finance, systems science, and mathematics at several major universities in China as well as tenured professor of mathematics at the Pennsylvania State System of Higher Education (Slippery Rock campus). His research interests are mainly in the area of systems research and applications in a wide-ranging number of disciplines of the traditional sciences, including mathematical modeling, foundations of mathematics, data analysis, theory and methods of predictions of disastrous natural events, economics and finance, management science, and philosophy of science.

Dr. Xiaojun Duan is a professor at the Department of Mathematics and System Sciences, College of Science, National University of Defense Technology, Changsha, China. Her research interests include general systems theory and applications, data analysis, and complex system test and evaluation.

Mr. Chengli Zhao is a lecturer at the Department of Mathematics and Systems Science of the National University of Defense Technology. Mr. Zhao’s scientific interests and publications cover studies of complex systems, massive data computing, and web data mining.

Su questa edizione

• Editore: Routledge
• Data di pubblicazione: 2017
• ISBN 10: 113819977X
• ISBN 13: 9781138199774
• Rilegatura: Copertina flessibile
• Numero edizione: 1
• Numero di pagine: 400