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Computational Intelligence. Theory and Applications : International Conference, 5th Fuzzy Days, Dortmund, Germany, April 28-30, 1997 Proceedings - Bernd Reusch

Computational Intelligence. Theory and Applications

International Conference, 5th Fuzzy Days, Dortmund, Germany, April 28-30, 1997 Proceedings

By: Bernd Reusch (Editor)


Published: 16th April 1997
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This book constitutes the refereed proceedings of the International Conference on Computational Intelligence held in Dortmund, Germany, as the 5th Fuzzy Days, in April 1997.
Besides three invited contributions, the book presents 53 revised full papers selected from a total of 130 submissions. Also included are 35 posters documenting a broad scope of applications of computational intelligence techniques in a variety of areas. The volume addresses all current issues in computational intelligence, e.g. fuzzy logic, fuzzy control, neural networks, evolutionary algorithms, genetic programming, neuro-fuzzy systems, adaptation and learning, machine learning, etc.

A Global Representation Scheme for Genetic Algorithmsp. 1
Genetic Algorithms, Schemata Construction and Statisticsp. 16
Adaptive Non-uniform Mutation for Genetic Algorithmsp. 24
Structure Identification of Functional-Type Fuzzy Models with Application to Modeling Nonlinear Dynamic Plantsp. 35
Identification of Systems Using Radial Basis Networks Feedbacked with FIR Filtersp. 46
A Novel Neurocomputing Approach to Nonlinear Stochastic State Estimationp. 52
A Toolset for the Design of Analogous Fuzzy-Hardwarep. 61
Genetic Algorithms with Optimal Structure Applied to Evolvable HardWare (EHW)p. 69
Position Control System with Fuzzy Microprocessor AL220p. 74
Fuzzy-Neural Computing Systems: Recent Developments and Future Directionsp. 82
Optimizing the Self-Organizing-Process of Topology Mapsp. 92
Syntactical Self-Organizing Mapp. 101
On-Line Learning Based on Adaptive Similarity and Fixed Size Rule Basep. 110
Ability of Fuzzy Constraint Networks to Reduce the Dynamic of Changes in Product Developmentp. 122
A Novel Neural Network Technique for Modeling Data Containing Multiple Functionsp. 141
Using Genetic Engineering to Find Modular Structures and Activation Functions for Architectures of Artificial Neural Networksp. 150
Genetic Algorithms for Solving Systems of Fuzzy Relational Equationsp. 162
On the Chaining of Fuzzy IF-THEN Rule Bases Interpreted by the Principle FATI-II. The Case of Non-singleton Inputsp. 168
Chaining Syllogism Applied to Fuzzy IF-THEN Rules and Rule Basesp. 179
Computational Properties of Fuzzy Logic Deductionp. 189
Fuzzy Diagnosis of Float-Glass Production Furnacep. 197
Application of Fuzzy Control to Fed-Batch Yeast Fermentationp. 207
Adaptation, Learning and Evolutionary Computing for Intelligent Robotsp. 217
About Linguistic Negation of Nuanced Property in Declarative Modeling in Image Synthesisp. 229
Fuzzy Clustering and Images Reductionp. 241
Predicates and Superimposed Coding: An Application to Image Recognitionp. 250
Locally Adaptive Fuzzy Image Enhancementp. 272
Fuzzy Modeling of Conceptual Spacesp. 277
Construction of a Fuzzy Model with Few Examplesp. 285
Rare Fault Detection by Possibilistic Reasoningp. 294
Fuzzy Zeroes and Indistinguishability of Real Numbersp. 299
Detection of Sleep with New Preprocessing Methods for EEG Analyzingp. 304
Application of Evolutionary Algorithms to the Problem of New Clustering of Psychological Categories Using Real Clinical Data Setsp. 311
Forecasting Sales Using Neural Networksp. 321
Word-Concept Clusters in a Legal Document Collectionp. 329
A Retrospective View and Outlook on Evolutionary Algorithmsp. 337
A Self Tuning Fuzzy Controllerp. 343
A New Type of Fuzzy Logic System for Adaptive Modeling and Controlp. 363
Scalar Optimization with Linear and Nonlinear Constraints Using Evolution Strategiesp. 381
Continuous Control of a Synchronous Generator's Active and Reactive Power Connected to Network by Using Fuzzy Neural Networks Algorithmsp. 393
Design of Adaptive Fuzzy Controller for Bolu Highway Tunnel Ventilation Systemp. 403
Layered Neural Networks as Universal Approximatorsp. 411
Fuzzy Backpropagation Training of Neural Networksp. 416
Fuzzy and Neural Network Controller: A New Tool for Stability Analysisp. 428
Evolution Strategies Applied to Controls on a Two Axis Robotp. 434
Purposeful and Reactive Navigation Based on Qualitative Path Planning and Fuzzy Logicp. 444
Application of the Approximate Fuzzy Reasoning Based on Interpolation in the Vague Environment of the Fuzzy Rulebase in the Fuzzy Logic Controlled Path Tracking Strategy of Differential Steered AGVsp. 456
An Approach for Data Analysis and Forecasting with Neuro Fuzzy Systems - Demonstrated on Flood Events at River Moselp. 468
Identification of Waste Water Treatment Plant Using Neural Networksp. 478
Fuzzy Logic Based Control of Switched Reluctance Motor to Reduce Torque Ripplep. 484
Fuzzy Logic Control of High Voltage DC Transmission Systemp. 492
Compensation for Unbalances at Magnetic Bearingsp. 501
Supervised Classification of Remotely Sensed Images Based on Fuzzy Setsp. 510
An Adjusted Evolutionary Algorithm for the Optimization of Fuzzy Controllersp. 517
Power Factor Correction in Power Systems Having Load Asymmetry by Using Fuzzy Logic Controllerp. 529
Fuzzy Partitions in Learning from Examplesp. 536
Economic Forecasting Using Genetic Algorithmsp. 543
Interactive Genetic Algorithms and Evolution Based Cooperative Problem-Solvingp. 545
A Fuzzy Model Based Control of Well Mixed Reactor with Cooling Jacketp. 546
Optimizing Video Signal Processing Algorithms by Evolution Strategiesp. 547
An Example for Decision Support in Insurancep. 549
Fuzzy Identification of Distributed Componentsp. 550
Neural Control of a Nonlinear Elastic Two-Mass Systemp. 553
A Learning Fuzzy System for Predicting Overshootings in Process Controlp. 554
ANN-based Power Unit Protective Systemp. 556
A Scheduling Problem with Multicriteria Evaluationp. 558
Hardware Implementation of a Mixed Analog Digital Neural Networkp. 560
A Fuzzy Segmentation Method for Digital Substract Angiograms Analysisp. 561
Application of Genetic Algorithms to Computer Assignment Problem in Distributed Hard Real-Time Systemsp. 564
Local Search for Computing Normal Circumstances Modelsp. 565
A Graphical Tool for Implementing Neural Networks for Digital Signal Processing on Parallel Computersp. 567
Fuzzy Guidance Controller for Paragliderp. 568
An Efficient Algorithm Approximately Solving the General Routing Problem in Graphsp. 570
Design of a Method for Machine Scheduling for Core Blowers in Foundriesp. 572
Paragen II: Evolving Parallel Transformation Rulesp. 573
Alarm Optimizing by Fuzzy Logic in Preterm Infants Monitoringp. 574
Supervised Learning of Fuzzy Tree Hypothesesp. 575
A Fuzzy Neural Network Sensor for Fermentation Processesp. 577
Convex Fuzzy Restrictionp. 579
Genetic Programming in Optimization of Algorithmsp. 581
Application of Fuzzy Logic in Solving Problems from the Area of Reliability and Maintenance of Aircraft Systemsp. 583
A Fuzzy Based Texture Retrieval System That Considers Psychological Aspectsp. 585
Neuro-fuzzy Approach for Electro-discharge Sinking Process Controlp. 587
Simulation of Analogue Electronic Circuits Using Fuzzy Curvesp. 589
Correlated Activity Pruning (CAPing)p. 591
Fuzzy Control Design of an Activated Sludge Plantp. 593
Use of Fuzzy Objects for Statistical Description of Discrete Systems with Complex Behaviorp. 595
On Applying Genetic Algorithms to an Intelligent Sliding-Mode Control System Trainingp. 598
Neural Networks and Edge Detectionp. 601
Design Elements of EHW Using GA with Local Improvement of Chromosomesp. 604
ANN and Fuzzy Logic Applied to Control of Disturbances in Mechatronics Systemp. 605
Indexp. 607
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9783540628682
ISBN-10: 3540628681
Series: Lecture Notes in Physics,
Audience: General
Format: Paperback
Language: English
Number Of Pages: 609
Published: 16th April 1997
Publisher: Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
Country of Publication: DE
Dimensions (cm): 23.39 x 15.6  x 3.23
Weight (kg): 0.87