• DocumentCode
    968980
  • Title

    The Evolutionary Programming in the Identification of Discreet Events Dynamic Systems

  • Author

    Aguilar, Jose

  • Volume
    5
  • Issue
    5
  • fYear
    2007
  • Firstpage
    301
  • Lastpage
    310
  • 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.
  • Keywords
    Automatic control; Dynamic programming; Electrical equipment industry; Genetic programming; Discrete Events Dynamic Systems; Evolutionary Programming; Identification System;
  • fLanguage
    English
  • Journal_Title
    Latin America Transactions, IEEE (Revista IEEE America Latina)
  • Publisher
    ieee
  • ISSN
    1548-0992
  • Type

    jour

  • DOI
    10.1109/TLA.2007.4378522
  • Filename
    4378522