Artificial Neural Nets and Genetic Algorithms Book

	Advisory and programme committees
	Validation of a RBFN Model by Sensitivity Analysis	1
	Generalized Recurrent Neural Networks and Continuous Dynamic Systems	9
	A Learning Probabilistic Neural Network with Fuzzy Inference	13
	Boosting Recurrent Neural Networks for Time Series Prediction	18
	Bounds on Rates of Approximation by Neural Networks in L[subscript p]-spaces	23
	On Input Discretisation Processes for Tapped Delay Neural Architecture	28
	An Extended Architecture of Recurrent Neural Networks That Latches Input Information	33
	Recurrent Neural Network with Integrated Wavelet Based Denoising Unit	38
	Reinforced Search in Stochastic Neural Network	43
	A Hybrid Algorithm for Weight and Connectivity Optimization in Feedforward Neural Networks	47
	Neural Network Learning as Approximate Optimization	53
	Binary Factorization in Hopfield-Like Neural Autoassociator: A Promising Tool for Data Compression	58
	[beta]öSVM: A New Support Vector Machine Kernel	63
	Optimal Neighbourhood and Model Quality Indicators	69
	Manufacturing Process Quality Control by Means of a Fuzzy ART Neural Network Algorithm	74
	Hybrid Models for Forecasting Air Pollution Episodes	80
	Influence of Language Parameters Selection on the Coarticulation of the Phonemes for Prosody Training in TTS by Neural Networks	85
	Vertical Vector Fields and Neural Networks: An Application in Atmospheric Pollution Forecasting	91
	A Systematic Method to Neural Network Modeling with Application to Sintermaking	95
	A Framework for Neural Quality Control Systems Design	101
	Prediction of Natural Gas Consumption with Feed-forward and Fuzzy Neural Networks	107
	Systems Identification with the GMDH Neural Networks: A Multi-dimensional Case	115
	Neural Network Control Approach for an Industrial Furnace	121
	An Inductive Inference Approach to Large Scale Text Categorisation	126
	The Accurate Estimation of Meteorological Profiles Employing ANNs	131
	Use of Neural Network for Modelling and Fault Detection for the Intake Manifold of an SI Engine	138
	RBFG Neural Networks for Insulation Thermal Ageing Prediction	144
	Meteorological Data Mining Employing Self-Organising Maps	149
	Artificial Intelligence Methods for Large Microsensor Arrays: Feasibility and Design	154
	A New Approach for On-line Visual Encoding and Recognition of Handwriting Script by Using Neural Network System	161
	An Immune System-Based Genetic Algorithm To Deal with Dynamic Environments: Diversity and Memory	168
	Improving the Genetic Algorithm's Performance when Using Transformation	175
	An Ant Colony Algorithm for Multiple Sequence Alignment in Bioinformatics	182
	The RBF-Gene Model	187
	Evolving Spiking Neurons Nets to Control an Animat	193
	Synapsing Variable Length Crossover: Biologically Inspired Crossover for Variable Length Genomes	198
	A Comparative Study Using Genetic Algorithms To Deal with Dynamic Environments	203
	Towards Building Computational Agent Schemes	210
	The Design of Beta Basis Function Neural Network Using Hierarchical Genetic Algorithm	216
	Population Learning Algorithm for Resource-Constrained Project Scheduling	223
	Genetic Snakes: Application on Lipreading	229
	Applying Genetic Algorithms to Container Transhipment	234
	Finding Routeways in Airframe Design Using Genetic Algorithms	239
	A Universal Knowledge Module and Its Applications	243
	Handling Categorical Data in Rule Induction	249
	Social Agents in Dynamic Equilibrium	256
	Energy Management for Hybrid Electric Vehicles Based on Fuzzy Clustering and Genetic Algorithms	260