Re: Genetic Programming of (Fuzzy) Logic Programs


Subject: Re: Genetic Programming of (Fuzzy) Logic Programs
From: Edward Tunstel (tunstel@helios.jpl.nasa.gov)
Date: Fri Feb 25 2000 - 23:05:23 MET


"Jorge Paulo Ferreira Simão" wrote:
>
> Hello !
>
> Can anyone give any bibliographic references or sites of work
> applying the approach of genetic programming to (fuzzy) logic programs
> (e.g. control rules sets)?
>

Jorge,

I have done some work on this. Some of my papers are available
at http://robotics.jpl.nasa.gov/people/tunstel/papers/papes.html
Below, I have listed other references as well.

==================
See the following:
==================
- E. Tunstel and M. Jamshidi, "On Genetic Programming of Fuzzy Rule-
  Based Systems for Intelligent Control", International Journal of
  Intelligent Automation and Soft Computing, Vol 2, No 3, pp. 273-284,
  1996.
- E. Tunstel and T. Lippincott, "Genetic Programming of Fuzzy
  Coordination Behaviors for Mobile Robots", International Symposium
  on Soft Computing for Industry, 2nd World Automation Congress,
  Montpellier, France, pp. 647-652, 1996.
- E. Tunstel, T. Lippincot,t and M. Jamshidi, " Behavior Hierarchy for
  Autonomous Mobile Robots: Fuzzy-behavior modulation and evolution",
  International Journal of Intelligent Automation and Soft Computing,
  Vol 3, No 1, pp. 37-49, 1997.
- A. Homaifar, D. Battle, E. Tunstel and G. Dozier, “Genetic Programming
  of Fuzzy Controllers for Mobile Robot Path Tracking”, International
  Journal of Knowledge-Based Intelligent Engineering Systems, accepted 1999.
- D. Battle, A. Homaifar, E. Tunstel and G. Dozier, G., "Genetic
Programming
  of Full Knowledge Bases for Fuzzy Logic Controllers", Proceedings of
the
  Genetic and Evolutionary Computation Conference, Orlando, Florida,
  pp. 1463-1468, 1999.

====================================
Here are some additional references:
====================================
- Enrique Alba, Carlos Cotta, and Jose J. Troyo, "Type-constrained
genetic
  programming for rule-base definition in fuzzy logic controllers",
  Proceedings of the First Annual Conference on Genetic Programming,
  Stanford University, CA, USA, pp. 255-260, 1996.
- Andrew N. Edmonds, Diana Burkhardt, and Osei Adjei, "Genetic
programming
  of fuzzy logic production rules", 1995 IEEE Conference on Evolutionary
  Computation, Perth, Australia, volume 2, page 765, 1995.
  (ftp://ftp.scifi.co.uk/pub/docs/ICECPS.z)
- Andreas Geyer-Schulz, "Fuzzy genetic programming and dynamic decision
  making", Proc. ICSE'96, pages 686-691, June 1996.
- Andreas Geyer-Schulz", "Compound derivations in fuzzy genetic programming",
  Proc. NAFIPS'96, pages 510-514, July 1996.

=========
Also see:
=========
http://www.cs.bham.ac.uk/~wbl/biblio/gp-bibliography.html
http://www.lcc.uma.es/personal/cotta/semEC/cap06/cap_6.html#C66

I hope this helps. Happy reading!

   Eddie

 
************************************************************************
*** Dr. Edward Tunstel **************** tunstel@robotics.jpl.nasa.gov **
*** Senior Member of Engineering Staff *********************************
***** Jet Propulsion Laboratory ***** Tel: (818) 393-2666 *******
***** 4800 Oak Grove Dr. MS 107-102 ********** (818) 354-8935 *******
***** Robotic Vehicles Group ***** Fax: (818) 354-8172 *******
***** Pasadena, CA 91109-8099 *********************************
************************************************************************

############################################################################
This message was posted through the fuzzy mailing list.
(1) To subscribe to this mailing list, send a message body of
"SUB FUZZY-MAIL myFirstName mySurname" to listproc@dbai.tuwien.ac.at
(2) To unsubscribe from this mailing list, send a message body of
"UNSUB FUZZY-MAIL" or "UNSUB FUZZY-MAIL yoursubscription@email.address.com"
to listproc@dbai.tuwien.ac.at
(3) To reach the human who maintains the list, send mail to
fuzzy-owner@dbai.tuwien.ac.at
(4) WWW access and other information on Fuzzy Sets and Logic see
http://www.dbai.tuwien.ac.at/ftp/mlowner/fuzzy-mail.info
(5) WWW archive: http://www.dbai.tuwien.ac.at/marchives/fuzzy-mail/index.html



This archive was generated by hypermail 2b25 : Thu Apr 06 2000 - 15:59:46 MET DST