Methods and Techniques of Complex Systems Science: An Overview
by Cosma Rohilla Shalizi
Publisher: arXiv 2006
Number of pages: 96
Description:
The author reviews the main methods and techniques of complex systems science. He distinguishes among the broad patterns which recur across complex systems, the topics complex systems science commonly studies, the tools employed, and the foundational science of complex systems.
Download or read it online for free here:
Download link
(700KB, PDF)
Similar books
Introduction to the Modeling and Analysis of Complex Systemsby Hiroki Sayama - Open SUNY Textbooks
This textbook offers an introduction to the modeling and analysis of complex systems. Topics covered: fundamentals of modeling, basics of dynamical systems, discrete-time models, continuous-time models, bifurcations, chaos, cellular automata, etc.
(8631 views)
Systems Theory- Wikibooks
Systems theory is an interdisciplinary field which studies systems as a whole. Systems theory focuses on complexity and interdependence. A system is composed of regularly interacting or interdependent groups of activities / parts that form a whole.
(13193 views)
Discovering Artificial Economicsby David Batten - Westview Press
This is an informal and revealing introduction to the ideas of modern systems theory and self-organization as they apply to problems in the economic realm. David Batten interleaves anecdotes and stories with technical discussions.
(14956 views)
Neocybernetics in Biological Systemsby Heikki Hyotyniemi - Helsinki University of Technology
This report summarizes ten levels of abstraction - from the most elementary to the most general levels when modeling biological systems. The neocybernetic principles can be seen as the key to reaching a holistic view of complex processes in general.
(11909 views)