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

Front Cover
Springer Science & Business Media, Apr 16, 1997 - Computers - 609 pages
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.
 

What people are saying - Write a review

We haven't found any reviews in the usual places.

Contents

A Global Representation Scheme for Genetic Algorithms
1
Genetic Algorithms Schemata Construction and Statistics
16
Adaptive Nonuniform Mutation for Genetic Algorithms
24
Models with Application to Modelling Nonlinear Dynamic Plants
35
Identification of Systems Using Radial Basis Networks Iced backed with FIR Filters
46
A Novel Neurocomputing Approach to Nonlinear Stochastic State Estimation
52
A Toolset for the Design of Analogous FuzzyHardware
61
Genetic Algorithms with Optimal Structure Applied to Evolvable Hardware EHW
69
An Approach for Data Analysis and Forecasting with Neuro Fuzzy Systems Demonstrated on Flood Events at River Mosel
468
Identification of Waste Water Treatment Plant Using Neural Networks
478
Fuzzy Logic Based Control of Switched Reluctance Motor to Reduce Torque Ripple
484
Fuzzy Logic Control of High Voltage DC Transmission System
492
Compensation for Unbalances at Magnetic Bearings
501
Supervised Classification of Remotely Sensed Images Based on Fuzzy Sets
510
An Adjusted Evolutionary Algorithm for the Optimization of Fuzzy Controllers
517
Power Factor Correction in Power Systems Having Load Asymmetry by Using Fuzzy Logic Controller
529

Position Control System with Fuzzy Microprocessor AL220
74
Recent Developments and Future Directions
82
Optimizing the SelfOrganizingProcess of Topology Maps
92
Syntactical SelfOrganizing Map
101
OnLine Learning Based on Adaptive Similarity and Fixed Size Rule Base
110
Ability of Fuzzy Constraint Networks to Reduce the Dynamic of Changes in Product Development
122
A Novel Neural Network Technique for Modelling Data Containing Multiple Functions
141
and Activation Functions for Architectures of Artificial Neural Networks
150
Genetic Algorithms for Solving Systems of Fuzzy Relational Equations
162
On the Chaining of Fuzzy IFTHEN Rule Bases Interpreted by the Principle FATI II The Case of Nonsingleton Inputs
168
Chaining Syllogism Applied to Fuzzy IFTHEN Rules and Rule Bases
179
Computational Properties of Fuzzy Logic Deduction
189
Fuzzy Diagnosis of FloatGlass Production Furnace
197
Application of Fuzzy Control to FedBatch Yeast Fermentation
207
Adaptation Learning and Evolutionary Computing for Intelligent Robots
217
About Linguistic Negation of Nuanced Property in Declarative Modeling in Image Synthesis
229
Fuzzy Clustering and Images Reduction
241
An Application to Image Recognition
250
Locally Adaptive Fuzzy Image Enhancement
272
Fuzzy Modeling of Conceptual Spaces
277
Construction of a Fuzzy Model with Few Examples
285
Rare Fault Detection by Possibilistic Reasoning
294
Fuzzy Zeroes and IndistinguishabSlity of Real Numbers
299
Detection of Sleep with New Preprocessing Methods for EEG Analysing
304
Application of Evolutionary Algorithms to the Problem of New Clustering of Psychological Categories Using Real Clinical Data Sets
311
Forecasting Sales Using Neural Networks
321
WordConcept Clusters in a Legal Document Collection
329
A Retrospective View and Outlook on Evolutionary Algorithms
337
A Self Tuning Fuzzy Controller
343
A New Type of Fuzzy Logic System for Adaptive Modelling and Control
363
Scalar Optimization with Linear and Nonlinear Constraints Using Evolution Strategies
381
Continuous Control of a Synchronous Generators Active and Reactive Power Connected to Network by Using Fuzzy Neural Networks Algorithms
393
Design of Adaptive Fuzzy Controller for Bolu Highway Tunnel Ventilation System
403
Layered Neural Networks as Universal Approximators
411
Fuzzy Backpropagation Training of Neural Networks
416
Fuzzy and Neural Network Controller A New Tool for Stability Analysis
428
Evolution Strategies Applied to Controls on a Two Axis Robot
434
Purposeful and Reactive Navigation Based on Qualitative Path Planning and Fuzzy Logic
444
Application of the Approximate Fuzzy Reasoning Based on Interpolation in the Vague Environment of the Fuzzy Rulebase in the Fuzzy Logic Contr...
456
Fuzzy Partitions in Learning from Examples
536
Economic Forecasting Using Genetic Algorithms
543
Interactive Genetic Algorithms and Evolution Based Cooperative ProblemSolving
545
A Fuzzy Model Based Control of Well Mixed Reactor with Cooling Jacket
546
Optimizing Video Signal Processing Algorithms by Evolution Strategies
547
An Example for Decision Support in Insurance
549
Fuzzy Identification of Distributed Components
550
Neural Control of a Nonlinear Elastic TwoMass System
553
A Learning Fuzzy System for Predicting Overshootings in Process Control
554
ANN based Power Unit Protective System
556
A Scheduling Problem with Multicriteria Evaluation
558
Hardware Implementation of a Mixed AnalogDigital Neural Network
560
A Fuzzy Segmentation Method for Digital Substract Angiograms Analysis
561
Application of Genetic Algorithms to Computer Assignment Problem in Distributed Hard RealTime Systems
564
Local Search for Computing Normal Circumstances Models Abstract
565
A Graphical Tool for Implementing Neural Networks for Digital Signal Processing on Parallel Computers
567
Fuzzy Guidance Controller for Paraglider
568
An Efficient Algorithm Approximately Solving the General Routing Problem in Graphs
570
Design of a Method for Machine Scheduling for Core Blowers in Foundries
572
Evolving Parallel Transformation Rules
573
Alarm Optimising by Fuzzy Logic in Preterm Infants Monitoring
574
Supervised Learning of Fuzzy Tree Hypotheses
575
A Fuzzy Neural Network Sensor for Fermentation Processes
577
Convex Fuzzy Restriction
579
Genetic Programming in Optimization of Algorithms
581
Application of Fuzzy Logic in Solving Problems from the Area of Reliability and Maintenance of Aircraft Systems
583
A Fuzzy Based Texture Retrieval System That Considers Psychological Aspects
585
Neurofuzzy Approach for Electrodischarge Sinking Process Control
587
Simulation of Analogue Electronic Circuits Using Fuzzy Curves
589
Correlated Activity Pruning CAPing
591
Fuzzy Control Design of an Activated Sludge Plant
593
Use of Fuzzy Objects for Statistical Description of Discrete Systems with Complex Behavior
595
On Applying Genetic Algorithms to an Intelligent SlidingMode Control System Training
598
Neural Networks and Edge Detection
601
Design Elements of EHW Using GA with Local Improvement of Chromosomes
604
ANN and Fuzzy Logic Applied to Control of Disturbances in Mechatronics System
605
Author Index
607
Copyright

Other editions - View all

Common terms and phrases