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

Computational Intelligence: Theory and Applications

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

By: Bernd Reusch (Editor)

Paperback

Published: 19th May 1999
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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.

Topological Theory of Fuzzinessp. 1
Similarity Based System Reconfiguration by Fuzzy Classification and Hierarchical Interpolate Fuzzy Reasoningp. 12
A Fuzzy System for Fetal Heart Rate Assessmentp. 20
Efficient Graph Coloring by Evolutionary Algorithmsp. 30
Determination of Decision Rules on the Basis of Genetic Algorithmsp. 40
Modeling a Refrigeration System Using Recurrent Neural Networksp. 47
Evaluating Nugget Sizes of Spot Welds by Using Artificial Neural Networkp. 53
Spotting Relevant Information in Extremely Large Document Collectionsp. 59
Fuzzy Controller Generation with a Fuzzy Classification Methodp. 62
Transformation and Optimization of Fuzzy Controllers Using Signal Processing Techniquesp. 75
Fuzzy-Control Design Tool for Low-Cost Microcontrollers (FHFC-Tool)p. 88
Search of Optimal Error Correcting Codes with Genetic Algorithmsp. 93
An Unsupervised Clustering with Evolutionary Strategy to Estimate the Cluster Numberp. 99
Multi-objective Optimization in Evolutionary Algorithms Using Satisfiability Classesp. 108
Neural Network Approach to Design of Distributed Hard Real-Time Systemsp. 118
Supporting Traditional Controller of Combustion Engines by Means of Neural Networksp. 132
Controlling Biological Wastewater Treatment Plants Using Fuzzy Control and Neural Networksp. 142
A New Fuzzy Character Segmentation Algorithm for Persian/Arabic Typed Textsp. 151
RePART: A Modified Fuzzy ARTMAP for Pattern Recognitionp. 159
An Adaptive C-Average Fuzzy Control Filter for Image Enhancementp. 169
Pareto-optimality in Scheduling Problemsp. 177
Controlled Markov Chain Optimization of Genetic Algorithmsp. 186
Tackling Epistatic Problems Using Dynastically Optimal Recombinationp. 197
Extended Methods for Classification of Remotely Sensed Images Based on ARTMAP Neural Networksp. 206
Application of Artificial Neural Network in Control of Vector Pulse-Width Modulation Inverterp. 220
Modeling Multiple Microstructure Transformations in Steels with a Boltzmann Neural Netp. 225
Evolutionary Computation: Where We Are and Where We're Headedp. 230
Fuzzy Controllers by Unconventional Technologies for Tentacle Armsp. 232
Control of Robot Arm Approach by Fuzzy Pattern Comparison Techniquep. 246
A Fuzzy Shapes Characterization for Roboticsp. 253
ART-based Automatic Generation of Membership Functions for Fuzzy Controllers in Roboticsp. 259
On Two Types of L[superscript M] Fuzzy Latticesp. 272
Generated Connectives in Many Valued Logicp. 282
Conjugacy Classes of Fuzzy Implicationsp. 287
Characterization of Dienes Implicationp. 299
Neural Networks Based on Multi-valued and Universal Binary Meurons: Theory, Application to Image Processing and Recognitionp. 306
Modeling of Thermal Two Dimensional Free Turbulent Jet by a Three Layer Two Time Scale Cellular Neural Networkp. 317
A Neural Approach for Detection of Road Direction in Autonomous Navigationp. 324
A Neural Segmentation of Multispectral Satellite Imagesp. 334
Design of a Traffic Junction Controller Using Classifier System and Fuzzy Logicp. 342
Using Fuzzy Logic to Control Traffic Signals at Multi-phase Intersectionsp. 354
Fuzzy Control to Non-minimal Phase Processesp. 363
Robust Un-coupled Fuzzy Controller for Longitudinal and Lateral Control of an AGVp. 370
Center Manifold Theory Approach to the Stability Analysis of Fuzzy Control Systemsp. 382
Stability Analysis of Fuzzy and Other Nonlinear Systems Based on the Method of Convex Decompositionp. 391
Fuzzy Utilities Comparison in Multicriteria Analysisp. 401
A Possibilistic Formalization of Case-Based Reasoning and Decision Makingp. 411
Parameter Determination for Nano-Scale Modellingp. 421
Optimizing Routing Algorithms in Telecommunication Networks with Neural Networks and Fuzzy Logicp. 427
Optimum Work Roll Profile Selection in the Hot Rolling of Wide Steel Strip Using Computational Intelligencep. 435
Analysing Epileptic Events On-Line by Soft-Computing-Systemsp. 453
On Interactive Linguistic Summarization of Databases via a Fuzzy-Logic-Based Querying Add-On to Microsoft Accessp. 462
A General-Purpose Fuzzy Engine for Crop Controlp. 473
Fuzzy Control of a Physical Double Inverted Pendulum Modelp. 482
Synthesis of Stable Fuzzy PD/PID Control Laws for Robotic Manipulators from a Variable Structure Systems Standpointp. 495
On Data Summaries Based on Gradual Rulesp. 512
Working Towards Connectionist Modeling of Term Formationp. 522
A Quantization-Model of the Neural Netsp. 530
Risk Analysis Using Perceptrons and Quadratic Programmingp. 543
Finding Relevant Process Characteristics with a Method for Data-Based Complexity Reductionp. 548
Traffic Control in an ATM Network Using Rough Set Theoryp. 556
Evaluation of Characteristic Temperatures of Materials Using an Approximate Reasoning Methodp. 569
A Human Centered Architecture for Distributed Retrieval of Medical Imagesp. 578
Representing the Real-Time Behaviour of Technical Processes in Neural Nets by Using the Phase-Space-Flow of the Degrees of Freedom of the Netsp. 589
Spatial Neural Networks Based on Fractal Algorithms: Biomorph Nets of Nets of...p. 603
Adaptive Control Systems Based on Neural Networksp. 615
Function Approximation Using Tensor Product Bernstein Polynomials - Neuro and Evolutionary Approachesp. 625
Tuning Considerations above a Fuzzy Controller Used for the Synchronous Generatorp. 632
A Sectoring Genetic Algorithm for the Urban Waste Collection Problemp. 642
Parameter Optimization of Group Contribution Methods in High Dimensional Solution Spacesp. 647
Applying Heuristic Algorithms on Structuring Europeanwide Distribution Networksp. 658
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9783540660507
ISBN-10: 354066050X
Series: Lecture Notes in Computer Science
Audience: General
Format: Paperback
Language: English
Number Of Pages: 718
Published: 19th May 1999
Publisher: Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
Country of Publication: DE
Dimensions (cm): 23.39 x 15.6  x 3.71
Weight (kg): 1.01