EUFIT '98 Proceedings

EUFIT '98 - Table of Content

Volume 1

1. Basics of Fuzzy Set Theory and Uncertainty Modeling
Rough Set Handling of Ambiguity Salvatore Greco, Benedetto Matarazzo, Roman Slowinski	3

Fuzzy Data Analysis
Objects Comparison Based on the Logical Representation of Discrete Fuzzy Choquet Integral Dragan Radojevic, Davor Radenovic	15
Fuzzy LC-Conceptual Algorithm Jose Francisco Martinez-Trinidad, Jose Ruiz-Shulcloper	20
Analysis of Tradeoff Between Data Outliers and Prediction Vagueness in Fuzzy Regression Using a Bi-Objective Framework Ertunga C. Özelkan, Lucien Duckstein, Agnes Galambosi	25
Formalization of Fuzzy Criterions of a Fuzzy Choice V. I. Finaev, A.V. Lankin, V.V. Besshaposhnikov	31

Applied Mathematics
Regularization and Stability of Possibilistic Linear Programming Problems Vladimir A. Rybkin, Alexander V. Yazenin	37
Linear Inequalities with a Convex Polyhedral Conic Fuzzy Vector Masahiro Inuiguchi, Tetsuzo Tanino	42
Construction of a Spanning Subgraph With Ordered Degrees in the Fuzzy Bipartite Graph Leonid S. Bershtein, Tatyana A. Dzuba	47
Generalized Conjunction and Disjunction Operations for Fuzzy Control Ildar Z. Batyrshin, Okyay Kaynak, Imre J. Rudas	52

Fuzzy Dynamics of Biological Systems
Fuzzy Sets and Fuzzy Logic in Study of Brain Activity Lev Tsitolovsky	58
Fuzzy Dynamics of Compartmental Systems Eyke Hüllermeier	61
Fuzzy Logic and Dynamics Theory of Complex Systems Yaakov Friedman, Uziel Sandler	66
Instrumental Reflex Elaboration as Fuzzy Dynamics Process Uziel Sandler, Lev Tsitolovsky	71

Rough Set Theory: Foundational Issues
Context Free Fuzzy Sets and Information Tables T. Y. Lin	76
Feature Selection and Data Prediction by Rough Entropy Ivo Düntsch, Günther Gediga	81
Knowledge Discovery From Large Databases Using Rough Sets Marzena Kryszkiewicz, Henryk Rybinski	85
Calculi of Granules for Adaptive Distributed Synthesis Over Schemes of Intelligent Agents Founded on Rough Mereology Lech T. Polkowski, Andrzej Skowron	90
Crisp Set Representations of Fuzzy Sets T. Y. Lin	94

Rough Set Theory: Methodology and Applications
Fuzzy Measures as a Technique for Rough Set Analysis Salvatore Greco, Benedetto Matarazzo, Roman Slowinski	99
Identification of Biodiversity and Other Forest Attributes for Sustainable Forest Management by Means of the Rough Sets Analysis: Siberian Forest Case Study Matti Flinkmann, W. Michalowski, S. Nilsson, Roman Slowinski, Robert Susmaga	104
The Rough Set Based Rule Induction Technique for Classification Problems Jerzy Stefanowski	109

Semantics of Fuzzy Logic
Interpreting Linguistic Hedges by Concepts of Functional Analysis and Mathematical Logic Helmut Thiele	114
The Role of Lukasiewicz Logic in Fuzzy Set Theory Antonio Di Nola	120
Decomposable Property as an Intension of Fuzzy Set - Modeling Combinations of Natural Concepts Sergei Orlovski	135
Functional Fuzzy Theories in FLb Vilem Novak, Irina G. Perfilieva	140
Expressive Power of Fuzzy Logic Normal Forms Irina Perfilieva	145

Fuzziness and Uncertainty Modeling
Fuzzy Stopping of a Dynamic Fuzzy System Yuji Yoshida	150
Fuzzy Processes Modeling on the Theoretical Basis of the Fuzzy Measure and Integral Victor Bocharnikov	154
Generalized Graphical Models and Conditional Belief Functions Anna Slobodova	158
Conditional Belief Measures in Multivalued Models of Modal Logic Elena Tsiporkova, Bernard De Baets, Veselka Boeva	163
Composition Decision Making in Fuzzy Conditions Mark Burgin, Vitaliy Glushchenko	169
Fuzziness in Reliability Theory Cengiz Kahraman, Ethem Tolga	174
Some Improvements of the Object Model of Fuzzy Systems Davor Radenovic, Dragan Radojevic	181
Fast, Simple and Easy to Implement Technique in Fuzzy Nonlinear Simulation Amr El Zawawi, Walid Ahmed Maher	185

2. Neural Networks - Basics and Applications
The Self-Organizing Map Algorithms and Their Applications in Science and Technology Teuvo Kohonen	193

Applications of the Self-Organizing Map
Application of the Self-Organizing Map in Electric Power Systems Christian Rehtanz, Dietmar Kuhlmann	195
Robotics Applications of the Self-Organizing Map Helge Ritter	200
Financial Application of the Self-Organizing Map Marie Cottrell, Eric de Bodt, Philippe Gregoire	205
Generalizability of the WEBSOM Method to Document Collections of Various Types Krista Lagus	210

The Application of Neural Identification, Prediction and Control Techniques for Automotive Systems
Neural Net Models for Diesel Engines - Simulation and Exhaust Optimization Michael Hafner, Matthias Schüler, Oliver Nelles	215
Information Extraction in the Time-Frequency Domain and its Application to Engine Knock Detection Stefan Ortmann, Manfred Rychetsky, Thuyen Le, Manfred Glesner	220
Behavioural Definition of an Application Specific Vision-Chip for Overtake Monitoring and Related Tasks in Automotive Systems Andreas König, Thomas Knobloch, Jan Skribanowitz	225

Interpretation and Optimization of Neural Systems
Geometrical Manipulation of Neural Networks Using Informal Knowledge Andreas Bernatzki, Wolfgang Eppler, Hartmut Gemmeke	230
Estimation of Topography in Self-Organizing Maps and Data Driven Growing of Suitable Network Structures -Review on Current Research Thomas Villmann	235
Neural Network Optimization Through Searching Guided by Stochastic Methods Thomas Ragg, Steffen Gutjahr	245
Fuzzy Rules and Regularization Theory Jörg C. Lemm	250

Neural Network Algorithms
How to Use Layered Neural Network Depends on the Number of Classes Seiji Ishihara, Takashi Nagano	255
Fine-Grained Multithreaded Model of Backpropagation Training on Shared-Memory Multiprocessors Felicia Ionescu, A.T. Murgan, M. Glesner	260
Exhaustive Unlearning: Evolution Equations Approach Serguei A. Semenov, Irina B. Shuvalova	265
The Appraisal of Real Estate with a Small and Noisy Data Set: A Bayesian Neural Network Model Raimondo Amabile, Vincenzo Del Giudice, Michele Raucci	270

Neural Networks for Dynamical Systems and Time Series Applications
Control of a Class of Non-Minimum Phase Nonlinear Systems Using Neural Networks Heidar Ali Talebi, R. V. Patel, K. Khorasani	276
Tuning of Power System Stabilizers Over a Wide Range of Load Models & Operating Conditions by Artificial Neural Network Mojtaba Khederzadeh	281
A Chaotic Approach for Determining Input Variables of Neural Networks in Electric Load Forecasting Jong-Keun Park, Jae-Gyun Choi	286
A New Algorithm to Compute Centres in Radial Basis Function Neural Networks R. J. Rodriguez, Luis Fernando de Mingo Lopez, Juan Castellanos	292

Neural Networks for Non-Linear Process Modelling and Control
Neural Network Based Control of the Output Probability Density Functions for Nonlinear Stochastic Systems and its Application Hong Wang	297
Application of Neural Networks in Control of Chemical Processes Using Static Model Inversion Brian Roffel, Ben H. L. Betlem	302
Neural Network Based Optimal Control of a Fed-Batch Reactor Yuan Tian, Jie Zhang, Julian Morris	308
Techniques for Neural Network Modeling Mariana Hentea, Martha Evens	313
Neural Networks for Structural Optimization Mohammad Bagher Menhaj, Ramin Siabi	318
Cell Network - Dynamic Neural Network - Learning Problems Premysl Zak	323
An Intelligent Judging System Based on Machine Learning Approach Chenyuan Kou	326
Identification of a Turbo-Generator Using Recurrent MLP Nets With Marquardt BP Algorithm M. Karrari, Mohammad Bagher Menhaj	330
Neural Network Application in Typological Analysis of Buildings Nicola Maiellaro	334
New Classes of Learning Automata Based Scheme for Adaptation of Backpropagation Algorithm Parameters M. R. Meybodi, Hamid Beigy	339
Application of Artificial Neural Networks in Investigations of Petrophysical Properties of Reservoir Rocks Barbara Darlak, Malgorzata Wodarczyk	345
Optimal Neuro-Based Controller for Robots Mohammad Bagher Menhaj, Hamid R. Jelveh	350
Modeling Distributed Parameter Dynamical Systems Using Interacting Neural Networks Abongwa N. Ndumu, Divine T. Ndumu	355
On the Use of ANN in the Prediction of Flow Fields Antonio Delgado, Rainer Benning, Thomas Becker	360
Number of Broken Rotor Bars Identification in Induction Motors Using Neural Networks Arin Der Minassians, Mohammad Bagher Menhaj	365
Concept of a Neural System for Reflectometric Analysis Laszlo Redei, Istvan Barsony, Hans Wallinga, Jan Hovius	370

3. Genetic Algorithms and Evolutionary Computation

Scheduling and Optimization
Integration of a Local Search Operator Into Evolutionary Algorithms for VLSI-Model Partitioning Reiner Haupt, Klaus Hering, Thomas Siedschlag	377
Generative Policies in ANT Systems for Scheduling Urszula Boryczka, Mariusz Boryczka	382
GA Capable of Solving the Bin Packing Problem Dediu Adrian Horia, Marius Giuclea	387
Evolutionary Design Optimization of a Microoptical Collimation System Martina Gorges-Schleuter, Wilfried Jakob, Ingo Sieber	392

Evolutionary Design
Evolutionary Design and Multi-Objective Optimisation Dragan Cvetkovic, Ian C. Parmee	397
Using Variable Mutation Cluster Oriented Genetic Algorithms (vmCOGAs) to Support Conceptual Engineering Design Christopher R. Bonham, Ian C. Parmee	402
Bicriteria Reliability Design Using Hybrid Genetic Algorithm Mitsuo Gen, Jong Ryul Kim	407
A Solution Method for 10 and 7 Bar Truss Optimal Weight Design Problems Using Genetic Algorithms (A Comparison Between Both) Takao Yokota, Takeaki Taguchi, Mitsuo Gen	413

Control and System Identification
A Simplicity Criterion for Learning Fuzzy Rules Antonio Gonzales, Raul Perez	418
Nonlinear On-Line Identification of Dynamic Systems with Restricted Genetic Optimization Santiago Garrido, Luis Moreno, M.A. Salichs	423
A Blueprint for a Genetic Meta-Algorithm Spyros Raptis, Spyros Tzafestas	429
GA Adjustment of Multihorizon Decision Table Darko Grundler	434

Evolutionary Computation in Steel Industry
A Combined Heat Transfer and Genetic Algorithm Modeling of an Integrated Steel Plant Bloom Re-Heating Furnace Kalyanmoy Deb, Nirupam Chakraborti	439
Evolving Parameter Settings for Continuous Casting of Steele Bogdan Filipic, Bozidar Sarler	444
Optimization of Two-Dimensional Guillotine Cutting by Genetic Algorithms Toshihiko Ono, Takeshi Ikeda	450
'Genetic Engineering' in Social Systems Methodology - Analysis and Design of Structures, Programming Optimum Functioning and Development of Systems with an Active Human Presence George Simov Goshev, Simo Georgiev Goshev	455
Structure Optimization of Fuzzy Control Systems by Multy-Population Genetic Algorithm Gyula Mester, Szilveszter Pletl, Attila Nemes, Tibor Mester	460
An Effectiveness Analysis of Genetic Operators for TSP Jun Aizawa, Chin-Chih Hsu, Shin-Ichi Yamada, Hideji Fujikawa, Koichiro Shida	465
Mapping of Dynamical Systems by Recurrent Neural Networks in an Evolutionary Algorithm Approach Adolf Grauel, Friedrich Berk	470
Genetic Algorithm With Cyclic Variable Bit-Selection Probability Varying Depending on Generation Makoto Ohki, Shigehiko Hasegawa, Toshiaki Moriyama, Masaaki Ohkita	477
Genetics-Based Induction of Minimum Encoding Decision Trees Pawel Cichosz, Jan J. Mulawka, Krzysztof Skowronski	482
A New Approach of Clustering by Evolutionary Algorithms Adolf Grauel, Friedrich Berk	487
Best Explorers Selection Based Evolutionary Algorithm with High Performance in Complex Strategy Identification B. Baldini, E. Baldinotti, P. Köbler, G. Leoni, A. Maccaferri, Carlo Pellacani, C. Tronconi	493
Evolutionary Computation in Evolvable Hardware Implementation. Implication on Engineering Design and Automation Mircea Gh. Negoita	498
Genetic Learning for Fuzzy Systems Florin Fagarasan	503
A Genetic Algorithm Approach for the Steiner Problem in Graphs Pere Guitart, J.M. Basart	508
TSPGA - An Evolution Program for the Symmetric Traveling Salesman Problem Andreas Frick	513
A Universal Eclectic Genetic Algorithm for Constrained Optimization Angel Kuri Morales, Carlos Villegas Quezada	518

4. Fuzzy Sets in Artificial Intelligence

Fuzzy Preference Modeling
Aggregation of Fuzzy Preferences: Some Characterizations Jose Luis Garcia-Lapresta, Bonifacio Llamazares	525
On the Structure of Fuzzy Preference Relations Derived from the Comparison of Alternatives Under Uncertainty Patrice Perny	530
Fuzzy Constraint Problems with General Aggregation Operations under Possibilistic Logic Form Joao Moura Pires, Didier Dubois, Henry Prade	535
On Sugeno Integral as an Aggregation Function Jean-Luc Marichal	540

Fuzzy Sets in Artificial Intelligence
Compromised Possibility Portfolios Hideo Tanaka, Peijun Guo	545
A 'Flexible' Approach to Determine the Profile of Urban Drainage Networks Frederic Boussemart, Christophe Lecoutre, S. Merchez, E. Gregoire	550
Conceptual Interpretation of Fuzzy Theory Karl Erich Wolff	555
Efficient Algorithm to Compute Fuzzy Reasoning Using the Product-Sum-Gravity Method Makoto Ohki, Syuhei Hayashi, Takashi Yamasaki, Masaaki Ohkita	563
Nontransitivity of Expert's Estimates While Creating the Fitting Function by the Method of Paired Comparisons T. V. Alesinskaya, V. I. Finaev	568
A New Model Dealing with Linguistic Negation within the Fuzzy Set Theory Context Daniel Pacholczyk	573
Optimizing Bore Quality with Expert Rules Subramaniam Arunachalam, S. Loke, J.M. O' Sullivan	578
Pragmatics in Fuzzy Implication Relations Ernst G. P. Bovenkamp	582

5. Neural-Fuzzy Systems and Learning
Identifying Fuzzy Rule-Based Models Using Soft Computing Andreas Bastian	589
Data-Driven Construction of Transparent Fuzzy Models: Methods and Applications Robert Babuska, Magne Setnes	594
Possibilistic Networks: Data Mining Applications Rudolf Kruse, Christian Borgelt	603

Neural-Fuzzy Systems and Learning
Supervised Training of Artificial Neural Networks with Linear Programming Methods Rudolf Tracht, Rolf Ehrhardt, Philine Warnke	608
A Fuzzy Function Approximator with Ellipsoidal Regions Shigeo Abe	613
Automatic Construction of Fuzzy Rules and Membership Functions from Training Examples Ignacio Rojas, H. Pomares, E. Ros, A. Prieto	618

Learning Methods in Data Analysis
Dynamic Aspects in Supervised Learning Carsten Lanquillon	623
Some Approaches to Improve the Interpretability of Neuro-Fuzzy Classifiers Aljoscha Klose, Andreas Nuernberger, Detlef Nauck	629
Possibilistic Networks with Local Structure Christian Borgelt, Rudolf Kruse	634
Classification of Data with Missing Values Heiko Timm, Frank Klawonn	639

Dynamic Neural and Fuzzy Models
Training Neural Networks for Model-Based Robust Control Design - Dealing with Uncertainty Bart Wams, T. J. J. van den Boom, H. B. Verbruggen	644
A New Clustering Method for the Extraction of Interpretable Fuzzy Rules from Data Klaus-Peter Klaaßen, Lothar Litz	649
Comparison of Input Space Decompositions for Local Model Networks Oliver Nelles, Thorsten Ullrich	654
Nonlinear System Identification with Hinging Hyperplane Trees Susanne Ernst	659

Fuzzy and Neuro Methodologies and Their Applications
Decision Support System Fuzzy-Flou with Improved Defuzzification Methods as a Tool for Fuzzy Control Marek Balazinski, R. Czabanski, Ernest Czogala, G. Drwal, J. Leski, R. Kowalczyk	664
An Equivalence of Approximate Reasoning Under Defuzzification Ernest Czogala, J. Leski	669
An Alignment of ECG Cycles Using Energy Measure of Fuzziness J. Leski, Ernest Czogala, N. Henzel	674
A New Neuro-Fuzzy Classifier Based on If-Then Rules J. Leski, Ernest Czogala	679
Similarity Measures on Partitions Ralph Birkenhead	684
A Hybrid Fuzzy-Symbolic Technique for the Rapid Prototyping of Time-Varying Processes Julio Jose Valdes	688
Pareto-Optimality in Fuzzy Modeling Antonio F. Gómez-Skarmeta, Fernando Jiménez, Jesus Ibánez	694
Genetic Algorithms for Selecting the Parameters of a Neurofuzzy Controller Ali-Akbar Afzalian, Derek Arthur Linkens	701
A Neuro-Fuzzy-System for Industrial Applications with a Restricted Learning Algorithm Stefan Markus Baginski, H.-D. Kochs	707
Fuzzy-Neural-GA Systems with Different Defuzzification Methods Danuta Rutkowska	713
A Comparison of Neural and Fuzzy Networks for Nonlinear Modeling of a Pneumatic Drive Markus Kleutges, Thomas Bernd, Andreas Kroll	718
Dual Processing of Imagery Knowledge for Virtual Reality Systems 'Robot-Secretary': Neuro-Fuzzy Approach David Shapiro	723




	- EUFIT '98 -

EUFIT '98 - Table of Content

Volume 1

1. Basics of Fuzzy Set Theory and Uncertainty Modeling

Fuzzy Data Analysis

Applied Mathematics

Fuzzy Dynamics of Biological Systems

Rough Set Theory: Foundational Issues

Rough Set Theory: Methodology and Applications

Semantics of Fuzzy Logic

Fuzziness and Uncertainty Modeling

2. Neural Networks - Basics and Applications

Applications of the Self-Organizing Map

The Application of Neural Identification, Prediction and Control Techniques for Automotive Systems

Interpretation and Optimization of Neural Systems

Neural Network Algorithms

Neural Networks for Dynamical Systems and Time Series Applications

Neural Networks for Non-Linear Process Modelling and Control

3. Genetic Algorithms and Evolutionary Computation

Scheduling and Optimization

Evolutionary Design

Control and System Identification

Evolutionary Computation in Steel Industry

4. Fuzzy Sets in Artificial Intelligence

Fuzzy Preference Modeling

Fuzzy Sets in Artificial Intelligence

5. Neural-Fuzzy Systems and Learning

Neural-Fuzzy Systems and Learning

Learning Methods in Data Analysis

Dynamic Neural and Fuzzy Models

Fuzzy and Neuro Methodologies and Their Applications