000 01311nam a22002777a 4500
005 20220512141701.0
008 220512b |||||||| |||| 00| 0 eng d
020 _a8129705958
028 _a:Donated from Prof Madan Gopal
082 _a006.3 KEC
100 _aKecman, Vojislav
245 _aLearning and Soft Computing :
_b support vector machines, neural networks, and fuzzy logic models
_c/ Vojislav Kecman
260 _aCambridge, Mass.
_b: MIT Press,
_c 2001.
300 _axxxii, 541 pages
_c24cm.
365 _bDonated
505 _a1. 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.
520 _aThis textbook provides a thorough introduction to the field of learning from experimental data and soft computing
650 _aComputer Science
650 _aSpecial computer methods (e.g. AI, multimedia, VR)
650 _aSoft computing.
650 _aFuzzy-Logik
650 _aComputer -- Intelligence (AI) & Semantics.
650 _aNeurale netwerken.
700 _aKecman, Vojislav
942 _cMDL
999 _c59210
_d59210