By Vojislav Kecman
This textbook offers an intensive creation to the sector of studying from experimental facts and tender computing. aid vector machines (SVM) and neural networks (NN) are the mathematical buildings, or types, that underlie studying, whereas fuzzy good judgment structures (FLS) allow us to embed established human wisdom into manageable algorithms. The e-book assumes that it's not in basic terms worthy, yet important, to regard SVM, NN, and FLS as elements of a attached entire. all through, the speculation and algorithms are illustrated via functional examples, in addition to by means of challenge units and simulated experiments. This procedure permits the reader to advance SVM, NN, and FLS as well as realizing them. The booklet additionally offers 3 case experiences: on NN-based keep watch over, monetary time sequence research, and special effects. A strategies guide and all the MATLAB courses wanted for the simulated experiments are available.