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Optimization Techniques, Volume 2 (Hardcover)
Loot Price: R3,903
Discovery Miles 39 030
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Optimization Techniques, Volume 2 (Hardcover)
Series: Neural Network Systems Techniques and Applications
Expected to ship within 12 - 17 working days
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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.
Key Features
* Provides in-depth treatment of theoretical contributions to
optimal learning for neural network systems
* Offers a comprehensive treatment of orthogonal transformation
techniques for the optimization of neural network systems
* Includes illustrative examples and comprehensive treatment of
sequential constructive techniques for optimization of neural
network systems
* Presents a uniquely comprehensive treatment of the highly
effective fast back propagation algorithms for the optimization of
neural network systems
* Treats, in detail, optimization techniques for neural network
systems with nonstationary or dynamic inputs
* Covers optimization techniques and applications of neural network
systems in constraint satisfaction
General
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