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Implementing Universal Computation in an Evolutionary System

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dc.creator Werfel, Justin
dc.date 2004-10-08T20:38:09Z
dc.date 2004-10-08T20:38:09Z
dc.date 2002-07-01
dc.date.accessioned 2013-10-09T02:46:29Z
dc.date.available 2013-10-09T02:46:29Z
dc.date.issued 2013-10-09
dc.identifier AIM-2002-010
dc.identifier http://hdl.handle.net/1721.1/6696
dc.identifier.uri http://koha.mediu.edu.my:8181/xmlui/handle/1721
dc.description Evolutionary algorithms are a common tool in engineering and in the study of natural evolution. Here we take their use in a new direction by showing how they can be made to implement a universal computer. We consider populations of individuals with genes whose values are the variables of interest. By allowing them to interact with one another in a specified environment with limited resources, we demonstrate the ability to construct any arbitrary logic circuit. We explore models based on the limits of small and large populations, and show examples of such a system in action, implementing a simple logic circuit.
dc.format 17 p.
dc.format 3942374 bytes
dc.format 1153028 bytes
dc.format application/postscript
dc.format application/pdf
dc.language en_US
dc.relation AIM-2002-010
dc.subject AI
dc.title Implementing Universal Computation in an Evolutionary System


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