Computational Intelligence: Theory and Applications

International Conference, 6th Fuzzy Days, Dortmund, Germany, May 25-28, 1999, Proceedings

AvBernd Reusch

Häftad, Engelska, 1999

Del i serien Lecture Notes in Computer Science

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Beskrivning

This book constitutes the refereed proceedings of the International Conference on Computational Intelligence, 6th Dortmund Fuzzy Days, held in Dortmund, Germany, in May 1999.The 68 revised full papers presented were carefully reviewed and selected from an overwhelming number of submissions. Also included are three invited contributions and 13 poster presentations. The papers are devoted to foundational and practical issues in fuzzy systems, neural networks, and genetic algorithms and thus cover the whole range of computational intelligence.

Produktinformation

Utgivningsdatum:1999-05-19
Mått:155 x 235 x 40 mm
Vikt:1 089 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:718
Upplaga:1999
Förlag:Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN:9783540660507

Utforska kategorier

Artificiell intelligens inom Data och IT

Innehållsförteckning

Topological Theory of Fuzziness.- Topological Theory of Fuzziness.- Similarity Based System Reconfiguration by Fuzzy Classification and Hierarchical Interpolate Fuzzy Reasoning.- Similarity Based System Reconfiguration by Fuzzy Classification and Hierarchical Interpolate Fuzzy Reasoning.- A Fuzzy System for Fetal Heart Rate Assessment.- A Fuzzy System for Fetal Heart Rate Assessment.- Efficient Graph Coloring by Evolutionary Algorithms.- Efficient Graph Coloring by Evolutionary Algorithms.- Determination of Decision Rules on the Basis of Genetic Algorithms.- Determination of Decision Rules on the Basis of Genetic Algorithms.- Modeling a Refrigeration System Using Recurrent Neural Networks.- Modeling a Refrigeration System Using Recurrent Neural Networks.- Evaluating Nugget Sizes of Spot Welds by Using Artificial Neural Network.- Evaluating Nugget Sizes of Spot Welds by Using Artificial Neural Network.- Spotting Relevant Information in Extremely Large Document Collections.- Spotting Relevant Information in Extremely Large Document Collections.- Fuzzy Controller Generation with a Fuzzy Classification Method.- Fuzzy Controller Generation with a Fuzzy Classification Method.- Transformation and Optimization of Fuzzy Controllers Using Signal Processing Techniques.- Transformation and Optimization of Fuzzy Controllers Using Signal Processing Techniques.- Fuzzy-Control Design Tool for Low-Cost Microcontrollers (FHFC-Tool).- Fuzzy-Control Design Tool for Low-Cost Microcontrollers (FHFC-Tool).- Search of Optimal Error Correcting Codes with Genetic Algorithms.- Search of Optimal Error Correcting Codes with Genetic Algorithms.- An Unsupervised Clustering with Evolutionary Strategy to Estimate the Cluster Number.- An Unsupervised Clustering with Evolutionary Strategy to Estimate theCluster Number.- Multi-objective Optimization in Evolutionary Algorithms Using Satisfiability Classes.- Multi-objective Optimization in Evolutionary Algorithms Using Satisfiability Classes.- Neural Network Approach to Design of Distributed Hard Real-Time Systems.- Neural Network Approach to Design of Distributed Hard Real-Time Systems.- Supporting Traditional Controllers of Combustion Engines by Means of Neural Networks.- Supporting Traditional Controllers of Combustion Engines by Means of Neural Networks.- Controlling Biological Wastewater Treatment Plants Using Fuzzy Control and Neural Networks.- Controlling Biological Wastewater Treatment Plants Using Fuzzy Control and Neural Networks.- A New Fuzzy Character Segmentation Algorithm for Persian / Arabic Typed Texts.- A New Fuzzy Character Segmentation Algorithm for Persian / Arabic Typed Texts.- RePART: A Modified Fuzzy ARTMAP for Pattern Recognition.- RePART: A Modified Fuzzy ARTMAP for Pattern Recognition.- An Adaptive C-Average Fuzzy Control Filter for Image Enhancement.- An Adaptive C-Average Fuzzy Control Filter for Image Enhancement.- Pareto-optimality in Scheduling Problems.- Pareto-optimality in Scheduling Problems.- Controlled Markov Chain Optimization of Genetic Algorithms.- Controlled Markov Chain Optimization of Genetic Algorithms.- Tackling Epistatic Problems Using Dynastically Optimal Recombination.- Tackling Epistatic Problems Using Dynastically Optimal Recombination.- Extended Methods for Classification of Remotely Sensed Images Based on ARTMAP Neural Networks.- Extended Methods for Classification of Remotely Sensed Images Based on ARTMAP Neural Networks.- Application of Artificial Neural Network in Control of Vector Pulse-Width Modulation Inverter.- Application of Artificial Neural Network in Controlof Vector Pulse-Width Modulation Inverter.- Modeling Multiple Microstructure Transformations in Steels with a Boltzmann Neural Net.- Modeling Multiple Microstructure Transformations in Steels with a Boltzmann Neural Net.- Evolutionary Computation: Where we are and where we’re headed.- Evolutionary Computation: Where we are and where we’re headed.- Fuzzy Controllers by Unconventional Technologies for Tentacle Arms.- Fuzzy Controllers by Unconventional Technologies for Tentacle Arms.- Control of Robot Arm Approach by Fuzzy Pattern Comparison Technique.- Control of Robot Arm Approach by Fuzzy Pattern Comparison Technique.- A Fuzzy Shapes Characterization for Robotics.- A Fuzzy Shapes Characterization for Robotics.- ART-based Automatic Generation of Membership Functions for Fuzzy Controllers in Robotics.- ART-based Automatic Generation of Membership Functions for Fuzzy Controllers in Robotics.- On Two Types of L M Fuzzy Lattices.- On Two Types of L M Fuzzy Lattices.- Generated Connectives in Many Valued Logic.- Generated Connectives in Many Valued Logic.- Conjugacy Classes of Fuzzy Implications.- Conjugacy Classes of Fuzzy Implications.- Characterization of Dienes Implication.- Characterization of Dienes Implication.- Neural Networks Based on Multi-valued and Universal Binary Neurons: Theory, Application to Image Processing and Recognition.- Neural Networks Based on Multi-valued and Universal Binary Neurons: Theory, Application to Image Processing and Recognition.- Modeling of Thermal Two Dimensional Free Turbulent Jet by a Three Layer Two Time Scale Cellular Neural Network.- Modeling of Thermal Two Dimensional Free Turbulent Jet by a Three Layer Two Time Scale Cellular Neural Network.- A Neural Approach for Detection of Road Direction in Autonomous Navigation.- ANeural Approach for Detection of Road Direction in Autonomous Navigation.- A Neural Segmentation of Multispectral Satellite Images.- A Neural Segmentation of Multispectral Satellite Images.- Design of a Traffic Junction Controller Using Classifier System and Fuzzy Logic.- Design of a Traffic Junction Controller Using Classifier System and Fuzzy Logic.- Using Fuzzy Logic to Control Traffic Signals at Multi-phase Intersections.- Using Fuzzy Logic to Control Traffic Signals at Multi-phase Intersections.- Fuzzy Control to Non-minimal Phase Processes.- Fuzzy Control to Non-minimal Phase Processes.- Robust Un-coupled Fuzzy Controller for Longitudinal and Lateral Control of an AGV.- Robust Un-coupled Fuzzy Controller for Longitudinal and Lateral Control of an AGV.- Center Manifold Theory Approach to the Stability Analysis of Fuzzy Control Systems.- Center Manifold Theory Approach to the Stability Analysis of Fuzzy Control Systems.- Stability Analysis of Fuzzy and Other Nonlinear Systems Based on the Method of Convex Decomposition.- Stability Analysis of Fuzzy and Other Nonlinear Systems Based on the Method of Convex Decomposition.- Fuzzy Utilities Comparison in Multicriteria Analysis.- Fuzzy Utilities Comparison in Multicriteria Analysis.- A Possibilistic Formalization of Case-Based Reasoning and Decision Making.- A Possibilistic Formalization of Case-Based Reasoning and Decision Making.- Parameter Determination for Nano-Scale Modeling.- Parameter Determination for Nano-Scale Modeling.- Optimizing Routing Algorithms in Telecommunication Networks with Neural Networks and Fuzzy Logic.- Optimizing Routing Algorithms in Telecommunication Networks with Neural Networks and Fuzzy Logic.- Optimum Work Roll Profile Selection in the Hot Rolling of Wide Steel Strip Using Computational Intelligence.- Optimum Work Roll Profile Selection in the Hot Rolling of Wide Steel Strip Using Computational Intelligence.- Analysing Epileptic Events On-Line by Soft-Computing-Systems.- Analysing Epileptic Events On-Line by Soft-Computing-Systems.- On Interactive Linguistic Summarization of Databases via a Fuzzy-Logic-Based Querying Add-On to Microsoft Access®.- On Interactive Linguistic Summarization of Databases via a Fuzzy-Logic-Based Querying Add-On to Microsoft Access®.- A General-Purpose Fuzzy Engine for Crop Control.- A General-Purpose Fuzzy Engine for Crop Control.- Fuzzy Control of a Physical Double Inverted Pendulum Model.- Fuzzy Control of a Physical Double Inverted Pendulum Model.- Synthesis of Stable Fuzzy PD/PID Control Laws for Robotic Manipulators from a Variable Structure Systems Standpoint.- Synthesis of Stable Fuzzy PD/PID Control Laws for Robotic Manipulators from a Variable Structure Systems Standpoint.- On Data Summaries Based on Gradual Rules.- On Data Summaries Based on Gradual Rules.- Working Towards Connectionist Modeling of Term Formation.- Working Towards Connectionist Modeling of Term Formation.- A Quantization-Model of the Neural Nets.- A Quantization-Model of the Neural Nets.- Risk Analysis Using Perceptrons and Quadratic Programming.- Risk Analysis Using Perceptrons and Quadratic Programming.- Finding Relevant Process Characteristics with a Method for Data-Based Complexity Reduction.- Finding Relevant Process Characteristics with a Method for Data-Based Complexity Reduction.- Traffic Control in an ATM Network Using Rough Set Theory.- Traffic Control in an ATM Network Using Rough Set Theory.- Evaluation of Characteristic Temperatures of Materials Using an Approximate Reasoning Method.- Evaluation of Characteristic Temperatures ofMaterials Using an Approximate Reasoning Method.- A Human Centered Architecture for Distributed Retrieval of Medical Images.- A Human Centered Architecture for Distributed Retrieval of Medical Images.- Representing the Real-Time-Behaviour of Technical Processes in Neural Nets by Using the Phase-Space-Flow of the Degrees of Freedom of the Nets.- Representing the Real-Time-Behaviour of Technical Processes in Neural Nets by Using the Phase-Space-Flow of the Degrees of Freedom of the Nets.- Spatial Neural Networks Based on Fractal Algorithms Biomorph Nets of Nets of....- Spatial Neural Networks Based on Fractal Algorithms Biomorph Nets of Nets of....- Adaptive Control Systems Based on Neural Networks.- Adaptive Control Systems Based on Neural Networks.- Function Approximation Using Tensor Product Bernstein Polynomials- Neuro & Evolutionary Approaches.- Function Approximation Using Tensor Product Bernstein Polynomials- Neuro & Evolutionary Approaches.- Tuning Considerations above a Fuzzy Controller Used for the Synchronous Generator.- Tuning Considerations above a Fuzzy Controller Used for the Synchronous Generator.- A Sectoring Genetic Algorithm for the Urban Waste Collection Problem.- A Sectoring Genetic Algorithm for the Urban Waste Collection Problem.- Parameter Optimization of Group Contribution Methods in High Dimensional Solution Spaces.- Parameter Optimization of Group Contribution Methods in High Dimensional Solution Spaces.- Applying Heuristic Algorithms on Structuring Europeanwide Distribution Networks.- Applying Heuristic Algorithms on Structuring Europeanwide Distribution Networks.- Poster Abstracts.- The Control of a Nonlinear System Using Neural Networks.- Demonstration of the Use of Hyperinference: Position Control Using an Electric Disc-Motor.- Syntheses ofKnowledges Based on Inductive Generalization.- ANN-Based Fault Type and Location Identification System for Autonomous Preventive-Restoration Control of Complex Electrical Power System Plants.- Optimal Hidden Structure for Feedforward Neural Networks.- Relation between the IADL and Physical Fitness Tests Focusing on Uncertainty of Answering Questionnaire in Elderly Women.- A Toolbox of Artificial Brain Cells to Simulate Classical and Operant Learning Behavior.- Intelligent, ANN-Based Identification System of Complex Generating Sets Operating Mode.- A Neural Network Based on Linguistic Modifiers.- Fuzzy Computing in a MultiPurpose Neural Network Implementation.- Fuzzy Logic Control of Child Blood Pressure During Anesthesia.- Soft Computing Genetic Tool V3.0 - Applications.- Learning Experiments with CMOS Artificial Neuron.