Stabilization of a Fuzzy Controller Using an Interval Type-2 Fuzzy System Designed with the Bee Colony Optimization Algorithm

Amador-Angulo L., Castillo O.

4th International Conference on Intelligent and Fuzzy Systems (INFUS), Bornova, Türkiye, 19 - 21 Temmuz 2022, cilt.505, ss.713-721 identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası: 505
  • Doi Numarası: 10.1007/978-3-031-09176-6_79
  • Basıldığı Şehir: Bornova
  • Basıldığı Ülke: Türkiye
  • Sayfa Sayıları: ss.713-721
  • Anahtar Kelimeler: Bee Colony Optimization, Fuzzy controller, Interval Type-2 Fuzzy Logic System, Benchmark problem, Stabilization
  • İstanbul Teknik Üniversitesi Adresli: Hayır

Özet

A Bee Colony Optimization algorithm (BCO) for stabilization of a benchmark controller is presented. The main goal of BCO is finding the optimal design of the Membership Functions (MFs) in the Interval Type-2 Fuzzy Logic System (IT2FLS). The results demonstrated that the BCO algorithm shows good stabilization when a IT2FLS is evaluated in the Fuzzy Logic Controller (FLC). A comparative analysis is implemented to demonstrated and verified that BCO algorithm presents excellent results in comparison with the Type-1 Fuzzy Systems (T1FLS).