When Can We Call a System Self-Organizing?

@inproceedings{Gershenson2003WhenCW,
  title={When Can We Call a System Self-Organizing?},
  author={Carlos Gershenson and Francis Heylighen},
  booktitle={ECAL},
  year={2003}
}
We do not attempt to provide yet another definition of self-organization, but explore the conditions under which we can model a system as self-organizing. [] Key Method We discuss ontological issues we face when studying self-organizing systems, and analyse when designing and controlling artificial self-organizing systems is useful. We conclude that self-organization is a way of observing systems, not an absolute class of systems.
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References

SHOWING 1-10 OF 30 REFERENCES
On Self-Organizing Systems and Their Environments
TLDR
The non-existence of self-organizing systems is proved by reductio ad absurdum of the assumption that there is such a thing as a self- Organizing system.
The Science of Self-Organization and Adaptivity
TLDR
The present article reviews the theory of self-organization and adaptivity with an intuitive overview, illustrated by the examples of magnetization and Benard convection, and concludes with the basics of mathematical modelling.
Causal architecture, complexity and self-organization in time series and cellular automata
TLDR
This work develops computational mechanics for four increasingly sophisticated types of process—memoryless transducers, time series, transducers with memory, and cellular automata, and proves the optimality and uniqueness of the e-machine's representation of the causal architecture, and gives reliable algorithms for pattern discovery.
Complex Philosophy
TLDR
This work rejects the search for any absolute truth, and proposes to search the less-incompleteness of ideas and contexts instead of their truths, since all comprehensible truths are relative, since they were created in finite contexts.
The Meaning of Self-organization in Computing
TLDR
The complexity bottleneck not only creates stress and confusion, it severely limit the speed of further progress, and large projects, such as the Semantic Web, either will getendlessly delayed, or end up with unworkable products.
Formative Processes. (Book Reviews: Self-Organization in Nonequilibrium Systems. From Dissipative Structures to Order through Fluctuations)
Conservation Equations. Thermodynamics of Irreversible Processes: The Linear Region. Nonlinear Thermodynamics. Systems Involving Chemical Reactions and Diffusion-Stability. Mathematical Tools. Simple
RELATIONAL CLOSURE: a mathematical concept for distinction- making and complexity analysis
TLDR
The concept of closure in mathematics and cybernetics is reviewed and a generalized formal concept is introduced by reformulating closure in a relational language based on connections to reduce low level, internal distinctions and to highlight high level, external distinctions in a network of connections, thus diminishing the complexity of the description.
‘Downward Causation’ in Hierarchically Organised Biological Systems
It is convenient to append as a comment on Beckner’s stimulating paper some remarks made in part in reaction to other presentations, including those of Medawar, Edelman, and Monod, and in a final
Autopoiesis and Cognition : The Realization of the Living (Boston Studies in the Philosophy of Scie
TLDR
The aim of this book is to provide a Discussion of the Foundations of Cognitive Function and its Applications in Autopoiesis, and to clarify the role of language in the development of cognition.
Cybernetics and Second-Order Cybernetics
...
...