A synthesis and a practical approach to complex systems

Details A synthesis and a practical approach to complex systems A synthesis and a practical approach to complex systems

2006-06-15

arxiv.org/abs/nlin/0606044v3

Nonlinear Sciences

Adaptation and Self-Organizing Systems

v3: minor update about algorithmic complexity. v2: Better introduction; Section 2 is clearer; Improved the state of art; More

Scientific paper

This document is both a synthesis of current notions about complex systems, and a practical approach description. A disambiguation is proposed and exposes possible reasons for controversies related to causation and emergence. Theoretical considerations about simulations are presented. A justification is then given for the development of practical tools and techniques for the investigation of complex systems. A methodology for the usage of these tools is finally suggested, illustrated by application examples.

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