Adaptive, learning, and pattern recognition systems : theory and applications
edited by J. M. Mendel and K. S. Fu.
New York : Academic Press, 1970.
xiv, 444 págs. : ilustraciones ; 24 cm.
Serie: Mathematics in science and engineering ; v. 66
ISBN: 0124907504
Incluye referencias bibliográficas.
Reseña: MathSciNet, 40 #8522
Contenido
- 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.