Learning and Soft Computing: Support Vector Machines, Neural Networks, and Fuzzy Logic Models

by Vojislav Kecman

Book Overview

This textbook provides a thorough introduction to the field of learning from experimental data and soft computing. Support vector machines (SVM) and neural networks (NN) are the mathematical structures, or models, that underlie learning, while fuzzy logic systems (FLS) enable us to embed structured human knowledge into workable algorithms. The book assumes that it is not only useful, but necessary, to treat SVM, NN, and FLS as parts of a connected...

• Format: Hardcover
• Language: English
• ISBN: 0262112558
• ISBN13: 9780262112550
• Release Date: March 2001
• Publisher: Bradford Book
• Length: 576 Pages
• Weight: 2.75 lbs.
• Dimensions: 1.6" x 7.3" x 9.4"
• Age Range: 18 years and up
• Grade Range: Postsecondary and higher