Design of fuzzy controller using genetic algorithms with new mutation operator

O Guenounou , A Belmehdi , Boutaib Dahhou (1) , N Belkherchi (1)

1 LAAS-DISCO - Équipe DIagnostic, Supervision et COnduite

This paper proposes a new method to design a fuzzy logic controller by genetic algorithms (GAs). The basic idea of this new methodology is to use a new way to mutate the chromosome. Bio-process control problem is used to compare the proposed mutation to traditional mutation. The results show that the proposed mutation efficiently improves GA's performance.

Domaines: Automatique / Robotique; Automatique; Systèmes et contrôle [cs.SY]

O Guenounou, A Belmehdi, Boutaib Dahhou, N Belkherchi. Design of fuzzy controller using genetic algorithms with new mutation operator. 2011 8th International Multi-Conference on Systems, Signals and Devices (SSD 2011), Mar 2011, Sousse, Tunisia. pp.1-6, ⟨10.1109/SSD.2011.5767448⟩. ⟨hal-02947726⟩