The Resource Artificial Neural Nets and Genetic Algorithms : Proceedings of the International Conference in Portorož, Slovenia, 1999, by Andrej Dobnikar, Nigel C. Steele, David W. Pearson, Rudolf F. Albrecht
Artificial Neural Nets and Genetic Algorithms : Proceedings of the International Conference in Portorož, Slovenia, 1999, by Andrej Dobnikar, Nigel C. Steele, David W. Pearson, Rudolf F. Albrecht
Resource Information
The item Artificial Neural Nets and Genetic Algorithms : Proceedings of the International Conference in Portorož, Slovenia, 1999, by Andrej Dobnikar, Nigel C. Steele, David W. Pearson, Rudolf F. Albrecht represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in Massey University Library, University of New Zealand.This item is available to borrow from 1 library branch.
Resource Information
The item Artificial Neural Nets and Genetic Algorithms : Proceedings of the International Conference in Portorož, Slovenia, 1999, by Andrej Dobnikar, Nigel C. Steele, David W. Pearson, Rudolf F. Albrecht represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in Massey University Library, University of New Zealand.
This item is available to borrow from 1 library branch.
 Summary
 From the contents: Neural networks  theory and applications: NNs (= neural networks) classifier on continuous data domains quantum associative memory  a new class of neuronlike 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 temporalspatial 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 biologicalinspired mechanism to use with GAs (= genetic algorithms)  GA for decision tree induction  optimising decision classifications using GAs  scheduling tasks with intertask communication onto multiprocessors by GAs  design of robust networks with GA  effect of degenerate coding on GAs  multiple traffic signal control using a GA  evolving musical harmonisation  nichedpenalty approach for constraint handling in GAs  GA with dynamic population size  GA with dynamic niche clustering for multimodal function optimisation Soft computing and uncertainty: selfadaptation of evolutionary constructed decision trees by information spreading  evolutionary programming of near optimal NNs
 Language
 eng
 Extent
 1 online resource (x, 352 pages 293 illustrations)
 Contents

 Plenary talks
 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
 I: Neural Networks — Theory and Applications
 Comparative Testing of HyperPlanar Classifiers on Continuous Data Domains
 A Quantum Associative Memory Based on Grover’s Algorithm
 Newton Filters: a New Class of NeuronLike 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 TemporalSpatial 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
 Online 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: CAMBrain Machine (CBM) and Robot Kitten (Robokoneko) Issues
 A SpeakerIndependent Arabic IsolatedSpoken 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 SquareError Modeling of the Probability Density Function
 Adaptation of NN Complexity to Empirical Information
 The RBF Neural Network in Approximate Dynamic Programming
 Adaptive Modularity and TimeSeries Prediction
 Some Comparisons between Linear Approximation and Approximation by Neural Networks
 II: Genetic Algorithms — Theory and Applications
 Transposition: a BiologicalInspired 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 NichedPenalty 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 Coevolution for Genetic Algorithms
 Selection of Informative Inputs Using Genetic Algorithms
 III: Soft Computing and Uncertainty
 Parallel Evolutionary Algorithms with SOMLike Migration and Their Application to RealWorld Data Sets
 Skewed Crossover and the Dynamic Distributed Database Problem
 Improved PseudoRelaxation Learning Algorithm for Robust Bidirectional Associative Memory
 SelfAdaptation of Evolutionary Constructed Decision Trees by Information Spreading
 Evolutionary Programming of NearOptimal 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 Artiflcal 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 Nonstandard 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
 Isbn
 9783709163849
 Label
 Artificial Neural Nets and Genetic Algorithms : Proceedings of the International Conference in Portorož, Slovenia, 1999
 Title
 Artificial Neural Nets and Genetic Algorithms
 Title remainder
 Proceedings of the International Conference in Portorož, Slovenia, 1999
 Statement of responsibility
 by Andrej Dobnikar, Nigel C. Steele, David W. Pearson, Rudolf F. Albrecht
 Language
 eng
 Summary
 From the contents: Neural networks  theory and applications: NNs (= neural networks) classifier on continuous data domains quantum associative memory  a new class of neuronlike 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 temporalspatial 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 biologicalinspired mechanism to use with GAs (= genetic algorithms)  GA for decision tree induction  optimising decision classifications using GAs  scheduling tasks with intertask communication onto multiprocessors by GAs  design of robust networks with GA  effect of degenerate coding on GAs  multiple traffic signal control using a GA  evolving musical harmonisation  nichedpenalty approach for constraint handling in GAs  GA with dynamic population size  GA with dynamic niche clustering for multimodal function optimisation Soft computing and uncertainty: selfadaptation of evolutionary constructed decision trees by information spreading  evolutionary programming of near optimal NNs
 http://library.link/vocab/creatorName
 Dobnikar, Andrej
 Dewey number
 006.3
 Illustrations
 illustrations
 Index
 no index present
 Literary form
 non fiction
 Nature of contents
 dictionaries
 http://library.link/vocab/relatedWorkOrContributorName

 Steele, N. C.
 Pearson, D. W.
 Albrecht, Rudolf F
 Series statement
 SpringerComputerScience
 http://library.link/vocab/subjectName

 Computer science
 Medical records
 Artificial intelligence
 Physics
 Engineering
 Operations research
 Label
 Artificial Neural Nets and Genetic Algorithms : Proceedings of the International Conference in Portorož, Slovenia, 1999, by Andrej Dobnikar, Nigel C. Steele, David W. Pearson, Rudolf F. Albrecht
 Antecedent source
 file reproduced from original
 Color
 mixed
 Contents
 Plenary talks  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  I: Neural Networks — Theory and Applications  Comparative Testing of HyperPlanar Classifiers on Continuous Data Domains  A Quantum Associative Memory Based on Grover’s Algorithm  Newton Filters: a New Class of NeuronLike 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 TemporalSpatial 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  Online 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: CAMBrain Machine (CBM) and Robot Kitten (Robokoneko) Issues  A SpeakerIndependent Arabic IsolatedSpoken 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 SquareError Modeling of the Probability Density Function  Adaptation of NN Complexity to Empirical Information  The RBF Neural Network in Approximate Dynamic Programming  Adaptive Modularity and TimeSeries Prediction  Some Comparisons between Linear Approximation and Approximation by Neural Networks  II: Genetic Algorithms — Theory and Applications  Transposition: a BiologicalInspired 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 NichedPenalty 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 Coevolution for Genetic Algorithms  Selection of Informative Inputs Using Genetic Algorithms  III: Soft Computing and Uncertainty  Parallel Evolutionary Algorithms with SOMLike Migration and Their Application to RealWorld Data Sets  Skewed Crossover and the Dynamic Distributed Database Problem  Improved PseudoRelaxation Learning Algorithm for Robust Bidirectional Associative Memory  SelfAdaptation of Evolutionary Constructed Decision Trees by Information Spreading  Evolutionary Programming of NearOptimal 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 Artiflcal 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 Nonstandard 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
 Control code
 ocn851389922
 Dimensions
 unknown
 Extent
 1 online resource (x, 352 pages 293 illustrations)
 File format
 unknown
 Form of item
 online
 Isbn
 9783709163849
 Level of compression
 uncompressed
 Note
 SpringerLink
 Quality assurance targets
 unknown
 Reformatting quality
 access
 Sound
 unknown sound
 Specific material designation
 remote
 System control number
 (OCoLC)851389922
 Label
 Artificial Neural Nets and Genetic Algorithms : Proceedings of the International Conference in Portorož, Slovenia, 1999, by Andrej Dobnikar, Nigel C. Steele, David W. Pearson, Rudolf F. Albrecht
 Antecedent source
 file reproduced from original
 Color
 mixed
 Contents
 Plenary talks  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  I: Neural Networks — Theory and Applications  Comparative Testing of HyperPlanar Classifiers on Continuous Data Domains  A Quantum Associative Memory Based on Grover’s Algorithm  Newton Filters: a New Class of NeuronLike 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 TemporalSpatial 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  Online 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: CAMBrain Machine (CBM) and Robot Kitten (Robokoneko) Issues  A SpeakerIndependent Arabic IsolatedSpoken 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 SquareError Modeling of the Probability Density Function  Adaptation of NN Complexity to Empirical Information  The RBF Neural Network in Approximate Dynamic Programming  Adaptive Modularity and TimeSeries Prediction  Some Comparisons between Linear Approximation and Approximation by Neural Networks  II: Genetic Algorithms — Theory and Applications  Transposition: a BiologicalInspired 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 NichedPenalty 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 Coevolution for Genetic Algorithms  Selection of Informative Inputs Using Genetic Algorithms  III: Soft Computing and Uncertainty  Parallel Evolutionary Algorithms with SOMLike Migration and Their Application to RealWorld Data Sets  Skewed Crossover and the Dynamic Distributed Database Problem  Improved PseudoRelaxation Learning Algorithm for Robust Bidirectional Associative Memory  SelfAdaptation of Evolutionary Constructed Decision Trees by Information Spreading  Evolutionary Programming of NearOptimal 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 Artiflcal 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 Nonstandard 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
 Control code
 ocn851389922
 Dimensions
 unknown
 Extent
 1 online resource (x, 352 pages 293 illustrations)
 File format
 unknown
 Form of item
 online
 Isbn
 9783709163849
 Level of compression
 uncompressed
 Note
 SpringerLink
 Quality assurance targets
 unknown
 Reformatting quality
 access
 Sound
 unknown sound
 Specific material designation
 remote
 System control number
 (OCoLC)851389922
Library Links
Embed (Experimental)
Settings
Select options that apply then copy and paste the RDF/HTML data fragment to include in your application
Embed this data in a secure (HTTPS) page:
Layout options:
Include data citation:
<div class="citation" vocab="http://schema.org/"><i class="fa faexternallinksquare fafw"></i> Data from <span resource="http://link.massey.ac.nz/portal/ArtificialNeuralNetsandGeneticAlgorithms/tGzJ9Pwwxp8/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.massey.ac.nz/portal/ArtificialNeuralNetsandGeneticAlgorithms/tGzJ9Pwwxp8/">Artificial Neural Nets and Genetic Algorithms : Proceedings of the International Conference in Portorož, Slovenia, 1999, by Andrej Dobnikar, Nigel C. Steele, David W. Pearson, Rudolf F. Albrecht</a></span>  <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.massey.ac.nz/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.massey.ac.nz/">Massey University Library, University of New Zealand</a></span></span></span></span></div>
Note: Adjust the width and height settings defined in the RDF/HTML code fragment to best match your requirements
Preview
Cite Data  Experimental
Data Citation of the Item Artificial Neural Nets and Genetic Algorithms : Proceedings of the International Conference in Portorož, Slovenia, 1999, by Andrej Dobnikar, Nigel C. Steele, David W. Pearson, Rudolf F. Albrecht
Copy and paste the following RDF/HTML data fragment to cite this resource
<div class="citation" vocab="http://schema.org/"><i class="fa faexternallinksquare fafw"></i> Data from <span resource="http://link.massey.ac.nz/portal/ArtificialNeuralNetsandGeneticAlgorithms/tGzJ9Pwwxp8/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.massey.ac.nz/portal/ArtificialNeuralNetsandGeneticAlgorithms/tGzJ9Pwwxp8/">Artificial Neural Nets and Genetic Algorithms : Proceedings of the International Conference in Portorož, Slovenia, 1999, by Andrej Dobnikar, Nigel C. Steele, David W. Pearson, Rudolf F. Albrecht</a></span>  <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.massey.ac.nz/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.massey.ac.nz/">Massey University Library, University of New Zealand</a></span></span></span></span></div>