Keeman, Vojislav

Learning and soft computing : support vector machines, neutral networks and fuzzy logic models / Vojislav Keeman. - Cambridge, Mass. : MIT Press, 2001. - 541 p. : il., grafs., diagrs., etc. - Complex Adaptive Systems .

Incluye referencias bibliográficas, índice, etc.

Cap. 1. Learning and soft computing: Rationale, motivations, needs, basics -- 2. Support vector machines-- 3. Single-Layer networks -- 4. Multilayer perceptrons -- 5. Radial basis function networks -- 6. Fuzzy logic systems -- 7. Case studies -- 8. Basic nonlinear optimization methods -- 9. Mathematical tools of soft computing.


Disponible en la Colección General.

0262112558 (pasta dura)


Inteligencia Artificial
Programas Para Computador
Máquinas de Vector de Apoyo

006.3 / K25