Title Learning and soft computing : support vector machines, neural networks, and fuzzy logic models / Vojislav Kecman

Published Cambridge, Mass. : MIT Press, 2001

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Description 1 online resource (xxxii, 541 pages) : illustrations Series Complex adaptive systems Complex adaptive systems. Contents 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 Summary This textbook provides a thorough introduction to the field of learning from experimental data and soft computing Notes "A Bradford book." Bibliography Includes bibliographical references and index Notes English Print version record Subject Soft computing. data processing. computer science. COMPUTERS -- Enterprise Applications -- Business Intelligence Tools. COMPUTERS -- Intelligence (AI) & Semantics. Soft computing. Fuzzy-Logik Künstliche Intelligenz Lernen Neuronales Netz Support-Vektor-Maschine Soft Computing Neurale netwerken. Aanpassing. Leren. Algoritmen. Computergraphics. Soft Computing. Form Electronic book LC no. 00027506 ISBN 0585393001 9780585393001 9780262112550 0262112558 0262256517 9780262256513 1282096524 9781282096523 0262311151 9780262311151 9786612096525 6612096527

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