Sensitivity Analysis for Neural Networks Image close
Sensitivity Analysis for Neural Networks on Hardback by Daniel S. Yeung
Sensitivity Analysis for Neural Networks on Hardback by Daniel S. Yeung
Show Hide Adult Content
Sensitivity Analysis for Neural Networks close

Non-Fiction Books:

Home  
Books  
Non-Fiction  
Technology  
Electronics & communications engineering  
Electronics engineering  
Automatic control engineering

Sensitivity Analysis for Neural Networks

Click to share your rating 0 ratings (0.0/5.0 average) Thanks for your vote!

By:

Format:

Hardback
$293.00
Available from supplier

The item is brand new and in-stock with one of our preferred suppliers. The item will ship from a Mighty Ape warehouse within the timeframe shown.

Usually ships in 3-4 weeks
0 in Trolley
Free Delivery with Primate
Join Now

Free 14 day free trial, cancel anytime.

Buy Now, Pay Later with:

4 payments of $73.25 with Afterpay Learn more

6 weekly interest-free payments of $48.83 with Laybuy Learn more

Availability

Delivering to:

Estimated arrival:

  • Around 11-21 June using International Courier

Explore more Natural Computing Series

See all products in this series

Introduction to Evolutionary Computing by A.E. Eiben
$139.00
Introduction to Evolutionary Computing
by A.E. Eiben ~ Paperback / softback
Available - Usually ships in 3-4 weeks
Automating the Design of Data Mining Algorithms on Hardback by Gisele L. Pappa
$295.00
Automating the Design of Data Mining Algorithms
by Gisele L. Pappa ~ Hardback
Available - Usually ships in 3-4 weeks
Multimodal Optimization by Means of Evolutionary Algorithms by Mike Preuss
$295.00
Multimodal Optimization by Means of Evolutionary Algorithms
by Mike Preuss ~ Paperback / softback
Available - Usually ships in 3-4 weeks
The Science of Soft Robots on Hardback
$203.00
The Science of Soft Robots
Hardback
Available - Usually ships in 2-3 weeks
Designing Evolutionary Algorithms for Dynamic Environments by Ronald W. Morrison
$151.00
Designing Evolutionary Algorithms for Dynamic Environments
by Ronald W. Morrison ~ Paperback / softback
Available - Usually ships in 3-4 weeks
Evolvable Components on Hardback by Lukas Sekanina
$165.00
Evolvable Components
by Lukas Sekanina ~ Hardback
Available - Usually ships in 3-4 weeks
Spatially Structured Evolutionary Algorithms by Marco Tomassini
$151.00
Spatially Structured Evolutionary Algorithms
by Marco Tomassini ~ Paperback / softback
Available - Usually ships in 3-4 weeks
Deep Neural Evolution
$528.00
Deep Neural Evolution
Paperback / softback
Available - Usually ships in 3-4 weeks
An Introduction to Metaheuristics for Optimization on Hardback by Bastien Chopard
$153.00
An Introduction to Metaheuristics for Optimization
by Bastien Chopard ~ Hardback
Available - Usually ships in 3-4 weeks
Advances in Computational Intelligence on Hardback
$298.00
Advances in Computational Intelligence
Hardback
Available - Usually ships in 3-4 weeks
Advances in Metaheuristics for Hard Optimization
$456.00
Advances in Metaheuristics for Hard Optimization
Paperback / softback
Available - Usually ships in 3-4 weeks
Advances in Metaheuristics for Hard Optimization on Hardback
$458.00
Advances in Metaheuristics for Hard Optimization
Hardback
Available - Usually ships in 3-4 weeks
The Theory of Evolution Strategies by Hans-Georg Beyer
$453.00
The Theory of Evolution Strategies
by Hans-Georg Beyer ~ Paperback / softback
Available - Usually ships in 3-4 weeks
Cartesian Genetic Programming on Hardback
$300.00
Cartesian Genetic Programming
Hardback
Available - Usually ships in 3-4 weeks
Computation in Living Cells by Andrzej Ehrenfeucht
$164.00
Computation in Living Cells
by Andrzej Ehrenfeucht ~ Paperback / softback
Available - Usually ships in 3-4 weeks
Automated Design of Machine Learning and Search Algorithms on Hardback
$450.00
Automated Design of Machine Learning and Search Algorithms
Hardback
Available - Usually ships in 3-4 weeks

Description

Artificial neural networks are used to model systems that receive inputs and produce outputs. The relationships between the inputs and outputs and the representation parameters are critical issues in the design of related engineering systems, and sensitivity analysis concerns methods for analyzing these relationships. Perturbations of neural networks are caused by machine imprecision, and they can be simulated by embedding disturbances in the original inputs or connection weights, allowing us to study the characteristics of a function under small perturbations of its parameters. This is the first book to present a systematic description of sensitivity analysis methods for artificial neural networks. It covers sensitivity analysis of multilayer perceptron neural networks and radial basis function neural networks, two widely used models in the machine learning field. The authors examine the applications of such analysis in tasks such as feature selection, sample reduction, and network optimization. The book will be useful for engineers applying neural network sensitivity analysis to solve practical problems, and for researchers interested in foundational problems in neural networks.
Release date NZ
November 18th, 2009
Audience
  • Professional & Vocational
Illustrations
24 Illustrations, black and white; VIII, 86 p. 24 illus.
Pages
86
Dimensions
156x234x6
ISBN-13
9783642025310
Product ID
3686498

Customer reviews

Nobody has reviewed this product yet. You could be the first!

Write a Review

Marketplace listings

There are no Marketplace listings available for this product currently.
Already own it? Create a free listing and pay just 9% commission when it sells!

Sell Yours Here

Explore more by Daniel S. Yeung

See all books by this author

Sensitivity Analysis for Neural Networks by Daniel S. Yeung
$293.00
Sensitivity Analysis for Neural Networks
by Daniel S. Yeung ~ Paperback / softback
Available - Usually ships in 3-4 weeks

Recommended for you

Recommended from your browsing history

Help & options

Filed under...

Books >
Non-Fiction >
Technology >
Electronics & communications engineering >
Electronics engineering >
Automatic control engineering
Books >
Non-Fiction >
Technology >
Technology: general issues >
Technical design
Books >
Computers & Internet >
Computer Applications >
Artificial intelligence >
Neural networks
Books >
Computers & Internet >
Computer Applications >
Computer modelling & simulation
Books >
Non-Fiction >
Reference >
Research & information: general >
Information theory >
Cybernetics & systems theory
Books >
Computers & Internet >
Computer science >
Artificial intelligence
Books >
Computers & Internet >
Computer science >
Artificial intelligence >
Neural networks & fuzzy systems
Books >
Computers & Internet >
Computer science >
Artificial intelligence >
Pattern recognition