Introduction to the Theory of Complex Systems

This book provides a comprehensive introduction to quantitative approaches to complex adaptive systems, covering topics such as random processes, co-evolutionary dynamics, network dynamics, scaling theory, and statistical mechanics and information theory. It is designed to equip readers with a toolset to engage in the science of complex systems.

Format: Hardback
Length: 448 pages
Publication date: 04 October 2018
Publisher: Oxford University Press

This comprehensive book delves into quantitative approaches to complex adaptive systems, encompassing a wide range of areas that are integral to our lives on Earth. From ecosystems to societies, traffic to financial markets, opinion formation and dissemination, and the ever-evolving realm of the internet and social media, complex systems permeate every facet of our existence. These intricate systems are characterized by their interconnectedness, resulting in highly dynamic and diverse phenomena. Among the key properties of complex systems are their efficiency, robustness, resilience, and susceptibility to collapse. To understand the intricate co-evolutionary nature of networked systems and their remarkable characteristics, quantitative tools and concepts are indispensable. This book provides a self-contained introduction to these concepts, equipping readers with a powerful toolset to engage in the science of complex systems.

Within its pages, topics such as random processes, path-dependent processes, co-evolutionary dynamics, network dynamics, the theory of scaling, and approaches from statistical mechanics and information theory are explored in depth. The book extends beyond the early classical literature in the field of complex systems, summarizing the methodological progress made over the past two decades in a clear, structured, and comprehensive manner. By presenting a wealth of information and insights, this book serves as a valuable resource for researchers, students, and practitioners seeking to gain a deeper understanding of the complex world we inhabit.

Weight: 1012g
Dimension: 177 x 252 x 28 (mm)
ISBN-13: 9780198821939