Skip to content
Scan a barcode
Scan
Added to your cart
Hardcover Learning and Soft Computing: Support Vector Machines, Neural Networks, and Fuzzy Logic Models Book

ISBN: 0262112558

ISBN13: 9780262112550

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

(Part of the Complex Adaptive Systems Series)

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 whole. Throughout, the theory and algorithms are illustrated by practical examples, as well as by problem sets and simulated experiments. This approach enables the reader to develop SVM, NN, and FLS in addition to understanding them. The book also presents three case studies: on NN-based control, financial time series analysis, and computer graphics. A solutions manual and all of the MATLAB programs needed for the simulated experiments are available.

Recommended

Format: Paperback

Condition: New

$49.58
Save $4.92!
List Price $54.50
50 Available
Ships within 2-3 days
An Introduction to Genetic Algorithms (Complex Adaptive Systems)
An Introduction to Genetic Algorithms (Complex Adaptive Systems)
Melanie Mitchell, Melanie Mitchell

from: $5.29

Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence
Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence
John H. Holland

from: $10.39

Elements of Artificial Neural Networks
Elements of Artificial Neural Networks
Sanjay Ranka, Chilukur K. Mohan, Kishan Mehrotra, Chilukuri Mohan

Out of Stock

Growing Artificial Societies: Social Science from the Bottom Up
Growing Artificial Societies: Social Science from the Bottom Up
Joshua M. Epstein, Robert L. Axtell

from: $43.36

An Introduction to Natural Computation (Complex Adaptive Systems)
An Introduction to Natural Computation (Complex Adaptive Systems)
Dana H. Ballard

from: $6.89

Genetic Programming: On the Programming of Computers by Means of Natural Selection
Genetic Programming: On the Programming of Computers by Means of Natural Selection
John R. Koza

from: $11.99

Artificial Life VII: Proceedings of the Seventh International Conference on Artificial Life (Complex Adaptive Systems)
Artificial Life VII: Proceedings of the Seventh International Conference on Artificial Life (Complex Adaptive Systems)
Norman Packard, Mark A. Bedau

from: $104.60

Dynamic Patterns: The Self-Organization of Brain and Behavior (Complex Adaptive Systems)
Dynamic Patterns: The Self-Organization of Brain and Behavior (Complex Adaptive Systems)
J.A. Scott Kelso, Kelso

from: $49.09

Genetic Programming II: Automatic Discovery of Reusable Programs (Complex Adaptive Systems)
Genetic Programming II: Automatic Discovery of Reusable Programs (Complex Adaptive Systems)
John R. Koza

from: $17.59

Toward a Science of Consciousness: The First Tucson Discussions and Debates (Complex Adaptive Systems)
Toward a Science of Consciousness: The First Tucson Discussions and Debates (Complex Adaptive Systems)

Out of Stock

Artificial Life: An Overview
Artificial Life: An Overview

Out of Stock

Advances in Genetic Programming, Vol. 2 (Complex Adaptive Systems)
Advances in Genetic Programming, Vol. 2 (Complex Adaptive Systems)
Peter J. Angeline

Out of Stock

Comparative Approaches to Cognitive Science
Comparative Approaches to Cognitive Science

from: $11.99

Catching Ourselves in the Act: Situated Activity, Interactive Emergence, Evolution, and Human Thought
Catching Ourselves in the Act: Situated Activity, Interactive Emergence, Evolution, and Human Thought
Horst Hendriks-Jansen

from: $14.49

Toward a Practice of Autonomous Systems: Proceedings of the First European Conference on Artificial Life
Toward a Practice of Autonomous Systems: Proceedings of the First European Conference on Artificial Life

from: $29.69

From Animals to Animats 3: Proceedings of the Third International Conference on Simulation of Adpative Behavior (Complex Adaptive Systems)
From Animals to Animats 3: Proceedings of the Third International Conference on Simulation of Adpative Behavior (Complex Adaptive Systems)

Out of Stock

The Simple Genetic Algorithm: Foundations and Theory (Complex Adaptive Systems)
The Simple Genetic Algorithm: Foundations and Theory (Complex Adaptive Systems)
Michael D. Vose

Out of Stock

Intelligent Behavior in Animals and Robots
Intelligent Behavior in Animals and Robots
David McFarland, Thomas Bösser

Out of Stock

Evolutionary Programming IV: Proceedings of the Fourth Annual Conference on Evolutionary Programming (Complex Adaptive Systems)
Evolutionary Programming IV: Proceedings of the Fourth Annual Conference on Evolutionary Programming (Complex Adaptive Systems)
David B. Fogel, Robert G. Reynolds

Out of Stock

Truth from Trash: How Learning Makes Sense (Complex Adaptive Systems)
Truth from Trash: How Learning Makes Sense (Complex Adaptive Systems)
Chris Thornton

Out of Stock

Artificial Life VI: Proceedings of the Sixth International Conference on Artificial Life (Complex Adaptive Systems)
Artificial Life VI: Proceedings of the Sixth International Conference on Artificial Life (Complex Adaptive Systems)
Richard K. Belew, Hiroaki Kitano

Out of Stock

From Animals to Animats 2: Proceedings of the Second International Conference on Simulation of Adaptive Behavior
From Animals to Animats 2: Proceedings of the Second International Conference on Simulation of Adaptive Behavior
Stewart W Wilson, Jean-Arcady Meyer, Herbert L. Roiblat

Out of Stock

From Animals to Animats: Proceedings of the First International Conference on Simulation of Adaptive Behavior
From Animals to Animats: Proceedings of the First International Conference on Simulation of Adaptive Behavior

Out of Stock

Artificial Life IV: Proceedings of the Fourth International Workshop on the Synthesis and Simulation of Living Systems
Artificial Life IV: Proceedings of the Fourth International Workshop on the Synthesis and Simulation of Living Systems
Rodney A. Brooks, Pattie Maes

Out of Stock

Customer Reviews

0 customer rating | 0 review
There are currently no reviews. Be the first to review this work.
Copyright © 2025 Thriftbooks.com Terms of Use | Privacy Policy | Do Not Sell/Share My Personal Information | Cookie Policy | Cookie Preferences | Accessibility Statement
ThriftBooks ® and the ThriftBooks ® logo are registered trademarks of Thrift Books Global, LLC
GoDaddy Verified and Secured