Neural systems for control /

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Control problems offer an industrially important application and a guide to understanding control systems for those working in Neural Networks. Neural Systems for Control represents the most up-to-date developments in the rapidly growing aplication area of neural networks and focuses on research in...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Omidvar, Omid, Elliott, David L. (David LeRoy), 1932-
Formato: Electrónico eBook
Idioma:Inglés
Publicado: San Diego : Academic Press, ©1997.
Temas:
Neural networks (Computer science)
Automatic control.
Neural Networks, Computer
Réseaux neuronaux (Informatique)
Commande automatique.
TECHNOLOGY & ENGINEERING > Automation.
Neuronales Netz
Regelungssystem
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Introduction: Neural Networks and Automatic Control. Reinforcement Learning. Neurocontrol in Sequence Recognition. A Learning Sensorimotor Map of Arm Movements: A Step Toward Biological Arm Control. Neuronal Modeling of the Baroceptor Reflex with Applications in Process Modeling and Control. Identification of Nonlinear Dynamical Systems Using Neural Networks. Neural Network Control of Robot Arms and Nonlinear Systems. Neual Networks for Intelligent Sensors and Control-PracticalIssues and Some Solutions. Approximation of Time-Optimal Control for an Industrial Production Plant with General Regression Neural Network. Neuro-Control Design: Reconfigurable Neural Control in Precision Space Structural Platforms. Neural Approximationsfor Finite- and Infinite-Horizon Optimal Control. Index.
  • Introduction : neural networks and automatic control / David L. Elliott
  • Reinforcement learning / Andrew G. Barto
  • Neurocontrol in sequence recognition / William J. Byrne and Shihab A. Shamma
  • A learning sensorimotor map of arm movements : a step toward biological arm control / Sungzoon Cho, James A. Reggia and Min Jang
  • Neuronal modeling of the baroreceptor reflex with applications in process modeling and control / Francis J. Doyle III [and others]
  • Identification of nonlinear dynamical systems using neural networks / A.U. Levin and K.S. Narendra
  • Neural network control of robot arms and nonlinear systems / F.L. Lweis, S. Jagannathan, and A. Yeşildirek
  • Neural networks for intelligent sensors and control : practical issues and some solutions / S. Joe Qin
  • Approximation of time-optimal control for an industrial production plant with general regression neural network / Clemens Schäffner and Dierk Schröder
  • Neuro-control design : optimization aspects / H. Ted Su and Tariq Samad
  • Reconfigurable neural control in precision space structural platforms / Gary G. Yen
  • Neural approximations for finite- and infinite- horizon optimal control / Riccardo Zoppoli and Thomas Parisini.

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