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Artificial Neural Nets and Genetic Algorithms

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ISBN-10: 3211007431

ISBN-13: 9783211007433

Edition: 2003

Authors: David W. Pearson, Nigel C. Steele, Rudolf Albrecht

List price: $109.99
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Description:

The papers in this volume present theoretical aspects and applications of artificial neural networks and genetic algorithms. Also included are papers on fuzzy logic, soft computing, and artificial intelligence.Fundamental issues are addressed, such as the nonlinear approximation capabilities of neural networks and formal methods of data representation with topological properties. New elements in genetic algorithms are presented, for example, crossover methods and gene representation.Papers on applications of neural networks show how successful these methods are in a wide range of fields like meteorological and atmospheric pollution forecasts, furnace control, and system identification.…    
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Book details

List price: $109.99
Copyright year: 2003
Publisher: Springer
Publication date: 4/8/2003
Binding: Paperback
Pages: 266
Size: 8.27" wide x 11.02" long x 0.50" tall
Weight: 3.124
Language: English

Advisory and programme committees
Validation of a RBFN Model by Sensitivity Analysis
Generalized Recurrent Neural Networks and Continuous Dynamic Systems
A Learning Probabilistic Neural Network with Fuzzy Inference
Boosting Recurrent Neural Networks for Time Series Prediction
Bounds on Rates of Approximation by Neural Networks in L[subscript p]-spaces
On Input Discretisation Processes for Tapped Delay Neural Architecture
An Extended Architecture of Recurrent Neural Networks That Latches Input Information
Recurrent Neural Network with Integrated Wavelet Based Denoising Unit
Reinforced Search in Stochastic Neural Network
A Hybrid Algorithm for Weight and Connectivity Optimization in Feedforward Neural Networks
Neural Network Learning as Approximate Optimization
Binary Factorization in Hopfield-Like Neural Autoassociator: A Promising Tool for Data Compression
[beta]oSVM: A New Support Vector Machine Kernel
Optimal Neighbourhood and Model Quality Indicators
Manufacturing Process Quality Control by Means of a Fuzzy ART Neural Network Algorithm
Hybrid Models for Forecasting Air Pollution Episodes
Influence of Language Parameters Selection on the Coarticulation of the Phonemes for Prosody Training in TTS by Neural Networks
Vertical Vector Fields and Neural Networks: An Application in Atmospheric Pollution Forecasting
A Systematic Method to Neural Network Modeling with Application to Sintermaking
A Framework for Neural Quality Control Systems Design
Prediction of Natural Gas Consumption with Feed-forward and Fuzzy Neural Networks
Systems Identification with the GMDH Neural Networks: A Multi-dimensional Case
Neural Network Control Approach for an Industrial Furnace
An Inductive Inference Approach to Large Scale Text Categorisation
The Accurate Estimation of Meteorological Profiles Employing ANNs
Use of Neural Network for Modelling and Fault Detection for the Intake Manifold of an SI Engine
RBFG Neural Networks for Insulation Thermal Ageing Prediction
Meteorological Data Mining Employing Self-Organising Maps
Artificial Intelligence Methods for Large Microsensor Arrays: Feasibility and Design
A New Approach for On-line Visual Encoding and Recognition of Handwriting Script by Using Neural Network System
An Immune System-Based Genetic Algorithm To Deal with Dynamic Environments: Diversity and Memory
Improving the Genetic Algorithm's Performance when Using Transformation
An Ant Colony Algorithm for Multiple Sequence Alignment in Bioinformatics
The RBF-Gene Model
Evolving Spiking Neurons Nets to Control an Animat
Synapsing Variable Length Crossover: Biologically Inspired Crossover for Variable Length Genomes
A Comparative Study Using Genetic Algorithms To Deal with Dynamic Environments
Towards Building Computational Agent Schemes
The Design of Beta Basis Function Neural Network Using Hierarchical Genetic Algorithm
Population Learning Algorithm for Resource-Constrained Project Scheduling
Genetic Snakes: Application on Lipreading
Applying Genetic Algorithms to Container Transhipment