Sunday, October 14, 2012

complex system: emergence

In complex systems, “emergence” is the result of self-organization, Goldstein initially defined emergence as: "the arising of novel and coherent structures, patterns and properties during the process of self-organization in complex systems".

The common characteristics are: 
(1) radical novelty (features not previously observed in systems); 
(2) coherence or correlation (meaning integrated wholes that maintain themselves over some period of time); 
(3) A global or macro "level" (i.e. there is some property of "wholeness"); 
(4) it is the product of a dynamical process (it evolves); 
(5) it is "ostensive" (it can be perceived).

The notion of emergence can be subdivided to two perspectives:

weak emergences: describes new properties arising in systems as a result of the interactions at an elemental level. Emergence, in this case, is merely part of the language, or model that is needed to describe a system's behavior.

strong emergences: qualities not directly traceable to the system's components, but rather to how those components interact, and one is willing to accept that a system supervenes on its components, then these new qualities are irreducible to the system's constituent parts. The whole is greater than the sum of its parts. 

The complex behaviour or properties are not a property of any single such entity, nor can they easily be predicted or deduced from behaviour in the lower-level entities, and might in fact be irreducible to such behavior.

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