La Programación Evolutiva en la Identificación (The Evolutionary Programming in the Identification of Discreet Events Dynamic Systems)

Jose Aguilar (aguilar@ula.ve)


Universidad de los Andes
This paper appears in: Revista IEEE América Latina

Publication Date: Sept. 2007
Volume: 5,   Issue: 5 
ISSN: 1548-0992


Abstract:
The present work evaluates the use of the evolutionary programming in problems of Industrial Automation. It is well known that technical of the evolutionary calculation as the Genetic Algorithms have provided satisfactory results when facing problems of automatic control, especially of continuous type, while the study of discrete dynamic have been relegated a little. In this work an identification technique is implemented based on the evolutionary programming for Discrete Events Dynamic Systems (DEDS), using finite state machines (like the machines of Mealy). This way, the identification of systems is approached, but whose dynamics are governed by discrete events. Also, we build a system based on the evolutionary programming to design finite state machines.

Index Terms:
Evolutionary Programming, Identification System, Discrete Events Dynamic Systems   


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