Complex Systems: Chaos and Beyond
Subtitle: a Constructive Approach with Applications in Life Sciences
By: by Kunihiko Kaneko, Ichiro Tsuda
Contributors: Tsuda, Ichiro
Publisher: Springer Berlin Heidelberg; Imprint; Springer
Published: 2001
Place of publication: Berlin, Heidelberg
Language: eng
Format: [electronic resource] :
Number of pages: 273
ISBN-13: 9783642568619
Description: Chaos in science has always been a fascinating realm since it challenges the usual scientific approach of reductionism. While carefully distinguishing between complexity, holism, randomness, incompleteness, nondeterminism and stochastic behaviour the authors show that, although many aspects of chaos have been phenomenologically understood, most of its defining principles are still difficult to grasp and formulate. Demonstrating that chaos escapes all traditional methods of description, the authors set out to find new methods to deal with this phenomenon and illustrate their constructive approach with many examples from physics, biology and information technology. While maintaining a high level of rigour, an overly complicated mathematical apparatus is avoided in order to make this book accessible, beyond the specialist level, to a wider interdisciplinary readership.
Table of contents: title: Preface; title: Necessity for a Science of Complex Systems; title: Observation Problems from an Information Theoretical Viewpoint; title: CML: Constructive Approach to Spatiotemporal Chaos; title: Network of Chaotic Elements; title: Significance of Coupled Chaotic Systems to Biological Networks; title: Chaotic Information Processing in the Brain.