support vector machines, neural networks, and fuzzy logic models Kecman, Vojislav creator Kecman, Vojislav text Cambridge, Mass : MIT Press 2001 monographic eng

print

xxxii, 541 pages 24cm. This textbook provides a thorough introduction to the field of learning from experimental data and soft computing 1. Learning and soft computing : rationale, motivations, needs, basics -- 2. Support vector machines -- 3. Single-layer networks -- 4. Multilayer perception -- 5. Radial basis function networks -- 6. Fuzzy logic systems -- 7. Case studies -- 8. Basic nonlinear optimization methods -- 9. Mathematical tools of soft computing. / Vojislav Kecman Computer Science Special computer methods (e.g. AI, multimedia, VR) Soft computing Fuzzy-Logik Computer -- Intelligence (AI) & Semantics Neurale netwerken 006.3 KEC 8129705958 :Donated from Prof Madan Gopal 220512 20220512141701.0