Learning and Soft Computing: Support Vector Machines, Neural Networks, and Fuzzy Logic Models (Complex Adaptive Systems)

Learning and Soft Computing: Support Vector Machines, Neural Networks, and Fuzzy Logic Models (Complex Adaptive Systems)

Vojislav Kecman


This textbook presents a radical creation to the sector of studying from experimental information and tender computing. help vector machines (SVM) and neural networks (NN) are the mathematical buildings, or types, that underlie studying, whereas fuzzy good judgment platforms (FLS) allow us to embed established human wisdom into manageable algorithms. The publication assumes that it isn't merely helpful, yet precious, to regard SVM, NN, and FLS as elements of a hooked up complete. all through, the idea and algorithms are illustrated via useful examples, in addition to by way of challenge units and simulated experiments. This method allows the reader to improve SVM, NN, and FLS as well as knowing them. The e-book additionally offers 3 case reviews: on NN-based keep watch over, monetary time sequence research, and special effects. A strategies guide and the entire MATLAB courses wanted for the simulated experiments are available.

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