Self-organization, emergence and multi-agent systems

Gabbai, J. M. E. and Hujun, Y. and Wright, W. A. and Allinson, Nigel (2005) Self-organization, emergence and multi-agent systems. In: International Conference on Neural Networks and Brain, 2005 ICNN&B '05, 13-15 October 2005, Beijing.

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Self-organization, emergence and multi-agent system

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Abstract

We begin by describing the importance of emergence in industry and the need, in certain situations, to move away from a reduction mind-set to a more holist approach. We define the term emergence in context of self-organizing systems, autopoiesis and chaotic systems. We then examine a field that is commonly used to explore emergence and self-organization, namely agent and multi-agent systems. After an overview of this field, we highlight the most appropriate aspects of agent research used in aiding the understanding of emergence. We conclude with an example of our recent research where we measure agent emergent performance and flexibility and relate it to the make-up of the agent organization. © 2005 IEEE.

Keywords:Agent organization, Autopoiesis, Chaotic systems, Complexity theory, Reductionism, Chaos theory, Computation theory, Computational complexity, Self organizing maps, Multi agent systems
Subjects:G Mathematical and Computer Sciences > G400 Computer Science
Divisions:College of Science > School of Computer Science
ID Code:8561
Deposited On:12 Apr 2013 11:02

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