Optimization Techniques (ISSN: Volume 2)
By:
Sign Up Now!
Already a Member? Log In
You must be logged into UK education collection to access this title.
Learn about membership options,
or view our freely available titles.
- Synopsis
- Optimization Techniques is a unique reference source to a diverse array of methods for achieving optimization, and includes both systems structures and computational methods. The text devotes broad coverage toa unified view of optimal learning, orthogonal transformation techniques, sequential constructive techniques, fast back propagation algorithms, techniques for neural networks with nonstationary or dynamic outputs, applications to constraint satisfaction,optimization issues and techniques for unsupervised learning neural networks, optimum Cerebellar Model of Articulation Controller systems, a new statistical theory of optimum neural learning, and the role of the Radial Basis Function in nonlinear dynamical systems.This volume is useful for practitioners, researchers, and students in industrial, manufacturing, mechanical, electrical, and computer engineering.Provides in-depth treatment of theoretical contributions to optimal learning for neural network systemsOffers a comprehensive treatment of orthogonal transformation techniques for the optimization of neural network systemsIncludes illustrative examples and comprehensive treatment of sequential constructive techniques for optimization of neural network systemsPresents a uniquely comprehensive treatment of the highly effective fast back propagation algorithms for the optimization of neural network systemsTreats, in detail, optimization techniques for neural network systems with nonstationary or dynamic inputsCovers optimization techniques and applications of neural network systems in constraint satisfaction
- Copyright:
- 1998
Book Details
- Book Quality:
- Publisher Quality
- Book Size:
- 398 Pages
- ISBN-13:
- 9780080551357
- Related ISBNs:
- 9780124438620
- Publisher:
- Elsevier Science
- Date of Addition:
- 03/18/21
- Copyrighted By:
- Elsevier Science & Technology
- Adult content:
- No
- Language:
- English
- Has Image Descriptions:
- No
- Categories:
- Nonfiction, Science, Animals, Computers and Internet, Technology
- Submitted By:
- Bookshare Staff
- Usage Restrictions:
- This is a copyrighted book.
Reviews
Other Books
- by Cornelius T. Leondes
- in Nonfiction
- in Science
- in Animals
- in Computers and Internet
- in Technology