Construction of self-learning fuzzy controllers using autonomous adaptive control methodology

Journal of Computer and Systems Sciences International

Volumn 46, Issue 2, 2007, Pages 255-261

  Karavaev, M V ^a   Zhdanov, A A ^a  

^a INSTITUTE FOR SYSTEM PROGRAMMING   (Russian Federation)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE CONTROL SYSTEMS; BOOLEAN ALGEBRA; CLUSTER ANALYSIS; COMPUTATIONAL METHODS; FUZZY RULES; PROBLEM SOLVING;

ADAPTIVE CONTROL; ANGULAR MOTION; FUZZY CONTROLLERS; FUZZY PRODUCTION RULES;

FUZZY CONTROL;

EID: 34248174533     PISSN: 10642307     EISSN: None     Source Type: Journal    
DOI: 10.1134/S1064230707020128     Document Type: Article

References (10)

1. L. A. Zadeh, The Concept of Linguistic Variable and Its Application to Approximate Reasoning (Elsevier, New York, 1973; Mir, Moscow, 1976).
2. Jyh-Shing Roger Jang, Chuen-Tsai Sun, E. Mizutani Neuro-Fuzzy and Soft Computing (Prentice-Hall, Upper Saddle River, 1997).
3. M. V. Burakov, "Adaptation Mechanism of a Fuzzy Controller," Izv. Ross. Akad. Nauk, Teor. Sist. Upr., No. 1, 84-87 (1998)
4. [Comp. Syst. Sci. 37 (1), 84-87 (1998)].
5. A. A. Zhdanov, "The Autonomous Adaptive Control Method," Izv. Ross. Akad. Nauk, Teor. Sist. Upr., No. 5, 127-134 (1999)
6. [Comp. Syst. Sci. 38 (5), 792-799 (1999)].
7. A. A. Zhdanov, "On a Method of Autonomous Adaptive Control (Lectures)," in Proceedings of All-Russian Scientific Technical Conference on "Neiroinformatics' 2004 (MIFI, Moscow, 2004) [in Russian].
8. D. E. Moriarty and R. Miikulainen, "Efficient Reinforcement Learning Through Symbiotic Evolution," Machine Learning, No. 22, 11-32 (1996).
9. C. Igel, "Neuroevolution for Reinforcement Learning Using Evolution Strategies," in Proceedings of the Congress on Evolutionary Computation 2003 (CEC 2003) (IEEE Press, Canberra, 2003).
10. A. A. Zhdanov, L. V. Zemskikh, and B. B. Belyaev, "A System for Stabilizing the Angular Motion of a Spacecraft Based on a Neural-Like System for Autonomous Adaptive Control," Kosm. Issl. 42 (3) (2004).