Self-Organisation of Evolving Agent Populations in Digital Ecosystems

Details Self-Organisation of Evolving Agent Populations in Digital Ecosystems Self-Organisation of Evolving Agent Populations in Digital Ecosystems

2012-01-24

arxiv.org/abs/1201.4908v1

Computer Science

Neural and Evolutionary Computing

50 pages, 25 figures, journal

Scientific paper

We investigate the self-organising behaviour of Digital Ecosystems, because a primary motivation for our research is to exploit the self-organising properties of biological ecosystems. We extended a definition for the complexity, grounded in the biological sciences, providing a measure of the information in an organism's genome. Next, we extended a definition for the stability, originating from the computer sciences, based upon convergence to an equilibrium distribution. Finally, we investigated a definition for the diversity, relative to the selection pressures provided by the user requests. We conclude with a summary and discussion of the achievements, including the experimental results.

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