Computational Intelligence. Theory and Applications: International Conference, 6th Fuzzy Days, Dortmund, Germany, May 25-28, 1999, Proceedings

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Bernd Reusch
Springer Science & Business Media, May 19, 1999 - Computers - 710 pages
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Fuzzy Days in Dortmund were held for the first time in 1991. Initially, the con ference was intended for scientists and practitioners as a platform for discussions on theory and application of fuzzy logic. Early on, synergetic links with neural networks were included and the conference evolved gradually to embrace the full spectrum of what is now called Computational Intelligence (CI). Therefore, it seemed logical to launch the 4th Fuzzy Days in 1994 as a conference for CI—one of the world's first conferences featuring fuzzy logic, neural networks and evolu tionary algorithms together in one event. Following this successful tradition, the 6th Fuzzy Days' aim is to provide an international forum for reporting significant results on the theory and application of Cl-methods. Once again, we have received a remarkable number of papers. I would like to express my gratitude to all who have been interested in presenting their work within the framework of this conference and to the members of the programme committee for their valuable work (in this edition each paper was reviewed by five referees). In particular, I wish to thank all keynote and tutorial speakers for their commitment. Last but not least, I am obliged to the Deutsche Forschun- gemeinschaft and Kommunalverband Ruhrgebiet for their financial support.
 

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Contents

Topological Theory of Fuzziness
1
Similarity Based System Reconfiguration by Fuzzy Classification and Hierarchical Interpolate Fuzzy Reasoning
12
A Fuzzy System for Fetal Heart Rate Assessment
20
Efficient Graph Coloring by Evolutionary Algorithms
30
Determination of Decision Rules on the Basis of Genetic Algorithms
40
Modeling a Refrigeration System Using Recurrent Neural Networks
47
Evaluating Nugget Sizes of Spot Welds by Using Artificial Neural Network
53
Spotting Relevant Information in Extremely Large Document Collections
59
Center Manifold Theory Approach to the Stability Analysis of Fuzzy Control Systems
382
Stability Analysis of Fuzzy and Other Nonlinear Systems Based on the Method of Convex Decomposition
391
Fuzzy Utilities Comparison in Multicriteria Analysis
401
A Possibilistic Formalization of CaseBased Reasoning and Decision Making
411
Parameter Determination for NanoScale Modeling
421
Optimizing Routing Algorithms in Telecommunication Networks with Neural Networks and Fuzzy Logic
427
Optimum Work Roll Profile Selection in the Hot Rolling of Wide Steel Strip Using Computational Intelligence
435
Analysing Epileptic Events OnLine by SoftComputingSystems
453

Fuzzy Controller Generation with a Fuzzy Classification Method
62
Transformation and Optimization of Fuzzy Controllers Using Signal Processing Techniques
75
FuzzyControl Design Tool for LowCost Microcontrollers FHFCTool
88
Search of Optimal Error Correcting Codes with Genetic Algorithms
93
An Unsupervised Clustering with Evolutionary Strategy to Estimate the Cluster Number
99
Multiobjective Optimization in Evolutionary Algorithms Using Satisfiability Classes
108
Neural Network Approach to Design of Distributed Hard RealTime Systems
118
Supporting Traditional Controllers of Combustion Engines by Means of Neural Networks
132
Controlling Biological Wastewater Treatment Plants Using Fuzzy Control and Neural Networks
142
A New Fuzzy Character Segmentation Algorithm for Persian Arabic Typed Texts
151
A Modified Fuzzy ARTMAP for Pattern Recognition
159
An Adaptive CAverage Fuzzy Control Filter for Image Enhancement
169
Paretooptimality in Scheduling Problems
177
Controlled Markov Chain Optimization of Genetic Algorithms
186
Tackling Epistatic Problems Using Dynastically Optimal Recombination
197
Extended Methods for Classification of Remotely Sensed Images Based on ARTMAP Neural Networks
206
Application of Artificial Neural Network in Control of Vector PulseWidth Modulation Inverter
220
Modeling Multiple Microstructure Transformations in Steels with a Boltzmann Neural Net
225
Where we are and where were headed
230
Fuzzy Controllers by Unconventional Technologies for Tentacle Arms
232
Control of Robot Arm Approach by Fuzzy Pattern Comparison Technique
246
A Fuzzy Shapes Characterization for Robotics
253
ARTbased Automatic Generation of Membership Functions for Fuzzy Controllers in Robotics
259
On Two Types of LM Fuzzy Lattices
272
Generated Connectives in Many Valued Logic
282
Conjugacy Classes of Fuzzy Implications
287
Characterization of Dienes Implication
299
Theory Application to Image Processing and Recognition
306
Modeling of Thermal Two Dimensional Free Turbulent Jet by a Three Layer Two Time Scale Cellular Neural Network
317
A Neural Approach for Detection of Road Direction in Autonomous Navigation
324
A Neural Segmentation of Multispectral Satellite Images
334
Design of a Traffic Junction Controller Using Classifier System and Fuzzy Logic
342
Using Fuzzy Logic to Control Traffic Signals at Multiphase Intersections
354
Fuzzy Control to Nonminimal Phase Processes
363
Robust Uncoupled Fuzzy Controller for Longitudinal and Lateral Control of an AGV
370
On Interactive Linguistic Summarization of Databases via a FuzzyLogicBased Querying AddOn to Microsoft Access
462
A GeneralPurpose Fuzzy Engine for Crop Control
473
Fuzzy Control of a Physical Double Inverted Pendulum Model
482
Synthesis of Stable Fuzzy PDPID Control Laws for Robotic Manipulators from a Variable Structure Systems Standpoint
495
On Data Summaries Based on Gradual Rules
512
Working Towards Connectionist Modeling of Term Formation
522
A QuantizationModel of the Neural Nets
530
Risk Analysis Using Perceptrons and Quadratic Programming
543
Finding Relevant Process Characteristics with a Method for DataBased Complexity Reduction
548
Traffic Control in an ATM Network Using Rough Set Theory
556
Evaluation of Characteristic Temperatures of Materials Using an Approximate Reasoning Method
569
A Human Centered Architecture for Distributed Retrieval of Medical Images
578
Representing the RealTimeBehaviour of Technical Processes in Neural Nets by Using the PhaseSpaceFlow of the Degrees of Freedom of the Nets
589
Spatial Neural Networks Based on Fractal Algorithms Biomorph Nets of Nets of
603
Adaptive Control Systems Based on Neural Networks
615
Function Approximation Using Tensor Product Bernstein Polynomials Neuro Evolutionary Approaches
625
Tuning Considerations above a Fuzzy Controller Used for the Synchronous Generator
632
A Sectoring Genetic Algorithm for the Urban Waste Collection Problem
642
Parameter Optimization of Group Contribution Methods in High Dimensional Solution Spaces
647
Applying Heuristic Algorithms on Structuring Europeanwide Distribution Networks
658
The Control of a Nonlinear System Using Neural Networks
667
Position Control Using an Electric DiscMotor
671
Syntheses of Knowledges Based on Inductive Generalization
676
ANNBased Fault Type and Location Identification System for Autonomous PreventiveRestoration Control of Complex Electrical Power System Plants
682
Optimal Hidden Structure for Feedforward Neural Networks
684
Relation between the IADL and Physical Fitness Tests Focusing on Uncertainty of Answering Questionnaire in Elderly Women
686
A Toolbox of Artificial Brain Cells to Simulate Classical and Operant Learning Behavior
689
Intelligent ANNBased Identification System of Complex Generating Sets Operating Mode
692
A Neural Network Based on Linguistic Modifiers
694
Fuzzy Computing in a Multipurpose Neural Network Implementation
697
Fuzzy Logic Control of Child Blood Pressure During Anesthesia
701
Soft Computing Genetic Tool V30 Applications
704
Learning Experiments with CMOS Artificial Neuron
706
Author Index
709
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