Determining fuzzy membership functions with tabu search - an application to control

Bagis A.

FUZZY SETS AND SYSTEMS, cilt.139, sa.1, ss.209-225, 2003 (SCI-Expanded) identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 139 Sayı: 1
  • Basım Tarihi: 2003
  • Doi Numarası: 10.1016/s0165-0114(02)00502-x
  • Dergi Adı: FUZZY SETS AND SYSTEMS
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.209-225
  • Anahtar Kelimeler: fuzzy logic controller, membership functions, tabu search algorithm, reservoir control, OPTIMIZATION, SYSTEM, DESIGN
  • Erciyes Üniversitesi Adresli: Evet

Özet

This paper presents a new approach for the optimum determination of membership functions for a fuzzy logic controller based on the use of tabu search algorithm. To demonstrate the efficiency of the suggested approach, a specific control problern-operation of spillway gates of reservoirs during floods is selected. Simulation results showed that the proposed approach could be employed as a simple and effective optimization method for achieving optimum determination of membership functions. (C) 2002 Elsevier B.V. All rights reserved.