Sponsored
Learning and Soft Computing - (Complex Adaptive Systems) by Vojislav Kecman (Paperback)
$60.00 when purchased online
Target Online store #3991
About this item
Highlights
- This textbook provides a thorough introduction to the field of learning from experimental data and soft computing.
- About the Author: Vojislav Kecman is Associate Professor in the School of Engineering at Virginia Commonwealth University.
- 576 Pages
- Computers + Internet, Intelligence (AI) & Semantics
- Series Name: Complex Adaptive Systems
Description
Book Synopsis
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.About the Author
Vojislav Kecman is Associate Professor in the School of Engineering at Virginia Commonwealth University.
Dimensions (Overall): 8.9 Inches (H) x 7.0 Inches (W) x 1.3 Inches (D)
Weight: 2.0 Pounds
Suggested Age: 22 Years and Up
Series Title: Complex Adaptive Systems
Sub-Genre: Intelligence (AI) & Semantics
Genre: Computers + Internet
Number of Pages: 576
Publisher: MIT Press
Format: Paperback
Author: Vojislav Kecman
Language: English
Street Date: June 8, 2001
TCIN: 93893480
UPC: 9780262527903
Item Number (DPCI): 247-19-7629
Origin: Made in the USA or Imported
If the item details above aren’t accurate or complete, we want to know about it.
Shipping details
Estimated ship dimensions: 1.3 inches length x 7 inches width x 8.9 inches height
Estimated ship weight: 2 pounds
We regret that this item cannot be shipped to PO Boxes.
This item cannot be shipped to the following locations: American Samoa (see also separate entry under AS), Guam (see also separate entry under GU), Northern Mariana Islands, Puerto Rico (see also separate entry under PR), United States Minor Outlying Islands, Virgin Islands, U.S., APO/FPO
Return details
This item can be returned to any Target store or Target.com.
This item must be returned within 90 days of the date it was purchased in store, shipped, delivered by a Shipt shopper, or made ready for pickup.
See the return policy for complete information.