Intelligent Control A Hybrid Approach Based on Fuzzy Logic, Neural Networks and Genetic Algorithms /

Intelligent Control considers non-traditional modelling and control approaches to nonlinear systems. Fuzzy logic, neural networks and evolutionary computing techniques are the main tools used. The book presents a modular switching fuzzy logic controller where a PD-type fuzzy controller is executed f...

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Detalles Bibliográficos
Autor principal: Siddique, Nazmul
Formato: Libro electrónico
Lenguaje:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2014.
Colección:Studies in Computational Intelligence, 517
Materias:
Engineering.
Computer simulation.
System theory.
Control engineering.
Control.
Simulation and Modeling.
Acceso en línea:http://dx.doi.org/10.1007/978-3-319-02135-5
Aporte de:Registro referencial: Solicitar el recurso aquí
Bibliotecas (ING-UNLP) de Universidad Nacional de La Plata
Tabla de Contenidos:
  • Introduction
  • Dynamical Systems
  • Control Systems
  • Mathematics of Fuzzy Control
  • Fuzzy Control
  • GA-Fuzzy Control
  • Neuro-Fuzzy Control
  • GA-Neuro-Fuzzy Control
  • Stability Analysis
  • Epilogue and Future Work.

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