Adaptive, learning, and pattern recognition systems : theory and applications /

Guardado en:
Otros Autores: Mendel, Jerry M., 1938- (Editor ), Fu, K. S. 1930- (Editor )
Formato: Libro
Idioma:English
Publicado: New York : Academic Press, 1970.
Series:Mathematics in science and engineering ; v. 66
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Tabla de Contenidos:
  • Pt. I, Pattern recognition: 1. Elements of pattern recognition / R. O. Duda
  • 2. Statistical pattern recognition / K. S. Fu
  • 3. Algorithms for pattern classification / R. L. Kashyap
  • 4. Applications of pattern recognition technology / S. S. Viglione
  • 5. Synthesis of quasi-optimal switching surfaces by means of training techniques / J. M. Mendel
  • Pt. II, Adaptive and learning systems: 6. Gradient identification for linear systems / J. M. Mendel
  • 7. Adaptive optimization procedures / G. J. McMurtry
  • 8. Reinforcement-learning control and pattern recognition systems / J. M. Mendel and R. W. McLaren
  • Pt. III, Special topics: 9. Stochastic approximation / R. L. Kashyap, C. C. Blaydon, and K. S. Fu
  • 10. Applications of the stochastic approximation methods / C. C. Blaydon, R. L. Kashyap and K. S. Fu
  • 11. Stochastic automata as models of learning systems / K. S. Fu.