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Artificial Neural Nets and Genetic Algorithms Proceedings of the International Conference in Portoroz, Slovenia, 1999

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ISBN-10: 3211833641

ISBN-13: 9783211833643

Edition: 1999

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

List price: $149.00
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From the contents:Neural networks theory and applications: NNs (= neural networks) classifier on continuous data domains quantum associative memory a new class of neuron-like discrete filters to image processing modular NNs for improving generalisation properties presynaptic inhibition modelling for image processing application NN recognition system for a curvature primal sketch NN based nonlinear temporal-spatial noise rejection system relaxation rate for improving Hopfield network Oja's NN and influence of the learning gain on its dynamics Genetic algorithms theory and applications: transposition: a biological-inspired mechanism to use with GAs (= genetic algorithms) GA for…    
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Book details

List price: $149.00
Copyright year: 1999
Publisher: Springer
Publication date: 7/15/1999
Binding: Paperback
Pages: 352
Size: 8.27" wide x 11.02" long x 0.75" tall
Weight: 2.2

Advisory and Programme Committees
Topological Approach to Fuzzy Sets and Fuzzy Logic
Linking Human Neural Processes Directly with Technology - the Future?
Neural Dynamic Model for Optimization of Complex Systems
Comparative Testing of Hyper-Planar Classifiers on Continuous Data Domains
A Quantum Associative Memory Based on Grover's Algorithm
Newton Filters: a New Class of Neuron-Like Discrete Filters and an Application to Image Processing
Improving Generalisation Using Modular Neural Networks
The Role and Modelling of Presynaptic Inhibition in the Visual Pathway: Applications in Image Processing
A Curvature Primal Sketch Neural Network Recognition System
Using GMDH Neural Net and Neural Net with Switching Units to Find Rare Particles
A Neural Network Based Nonlinear Temporal-Spatial Noise Rejection System
Improving the Performance of the Hopfield Network by Using a Relaxation Rate
A New Activation Function in the Hopfield Network for Solving Optimization Problems
On-line Learning of Object Representations
A Neural Network Model for Blast Furnace Wall Temperature Pattern Classification
Monitoring an Industrial Plastic Injection Moulding Machine Using Neural Networks
Rates of Learning in Gradient and Genetic Training of Recurrent Neural Networks
Influence of the Learning Gain on the Dynamics of Oja's Neural Network
ATR's Artificial Brain Project: CAM-Brain Machine (CBM) and Robot Kitten (Robokoneko) Issues
A Speaker-Independent Arabic Isolated-Spoken Digits Recognition System Using Fuzzy Kohonen Clustering Network
Control of Complex of Parallel Operations Using Neural Network
Using Smoothing Splines in Time Series Prediction with Neural Networks
Evolvable Hardware Chips for Neural Network Applications
Direct Inverse Control of Sensors by Neural Networks for Static/Low Frequency Applications
Centre and Variance Selection for Gaussian Radial Basis Function Artificial Neural Networks
Minimum Square-Error Modeling of the Probability Density Function
Adaptation of NN Complexity to Empirical Information
The RBF Neural Network in Approximate Dynamic Programming
Adaptive Modularity and Times-Series Prediction
Some Comparisons between Linear Approximation and Approximation by Neural Networks
Transposition: a Biological-Inspired Mechanism to Use with Genetic Algorithms
Genetic Algorithms for Decision Tree Induction
Optimising Decision Classifications Using Genetic Algorithms
Scheduling Tasks with Nonnegligible Intertask Communication onto Multiprocessors by Using Genetic Algorithms
Design of Robust Networks of Specific Topologies Using a Genetic Algorithm
The Effect of Degenerate Coding on Genetic Algorithms
Genetic Algorithms for the Identification of the Generalised Erlang Laws Parameters Used in Systems Dependability Studies
Multiple Traffic Signal Control Using a Genetic Algorithm
Evolving Musical Harmonisation
A Niched-Penalty Approach for Constraint Handling in Genetic Algorithms
A Genetic Algorithm with Dynamic Population Size
A Genetic Algorithm with Dynamic Niche Clustering for Multimodal Function Optimisation
Time and Size Limited Harvesting Models of Genetic Algorithm
A General Model of Co-evolution for Genetic Algorithms
Selection of Informative Inputs Using Genetic Algorithms
Parallel Evolutionary Algorithms with SOM-Like Migration and Their Application to Real-World Data Sets
Skewed Crossover and the Dynamic Distributed Database Problem
Improved Pseudo-Relaxation Learning Algorithm for Robust Bidirectional Associative Memory
Self-Adaptation of Evolutionary Constructed Decision Trees by Information Spreading
Evolutionary Programming of Near-Optimal Neural Networks
Exploring the Relationship Between Neural Network Topology and Optimal Training Set by Means of Genetic Algorithms
Development of Fuzzy Learning Vector Quantization Neural Network for Artificial Odor Discrimination System
Differential Inclusions Mapping Simplexes to Simplexes
Crossbar Adaptive Array: The First Connectionist Network That Solved the Delayed Reinforcement Learning Problem
An Evolutionary Algorithm for a Non-standard Scheduling Problem
An Evolutionary Approach to Concept Learning with Structured Data
Genetic Redundancy: Desirable or Problematic for Evolutionary Adaptation?
Dynamic Systems Modelling with Evolving Cellular Automata