1. Basics Of Fuzzy Set Theory And Uncertainty Modeling

1

Stability And Chaos In Fuzzy Systems

A Popov Type Approach To Stability Analysis Of Fuzzy Control Systems
George Calcev, Raymond Gorez, Ion Dumitrache, Belgium

3

A General Trail-And-Error Algorithm For Algebraic Fuzzy Neural Networks
Horia-Nicolai Teodorescu, D. Arotaritei, E. Lopez Gonzalez, Romania

8

Stability And Chaos In Neuro-Fuzzy Logic Networks
Horia-Nicolai Teodorescu, Adrian Brezulianu, Daniel Mlynek, Takeshi Yamakawa, Romania

13

Pattern Recognition By Nets With TS Neurons
Mircea Chelaru, Laura Barsan, Romania

17

Connectives In Fuzzy Logic

Generalized T-Conorms And Closure Operators
Costas A. Drossos, Mirko Navara, Greece

22

Residual Implicators Of Continuous T-Norms
Bernard De Baets, Radko Mesiar, Belgium

27

Associative Binary Operations: Some Recent Results
Janos C. Fodor, Sandor Jenei, Hungary

32

A Transparent Model Of Linguistic Trichotomy And Hedges
Vilem Novak, Czech Republic

35

Application Of Fuzzy Logic In Multivision: Interest And Results
T. Bouwmans, A. Bigand, J. P. Dubus, France

40

An Axiomatic Approach To Fuzzified Set Inclusion And Set Equality
Ulrich Fieseler, Germany

45

Modeling Groundwater Flow And Transport Within A Fuzzy Set Framework: Part II - Solute Transport
Wayne Woldt, Chunhua Dou, Istvan Bogardi, Mohamed Dahab, USA

50

Dependencies In Sets Of Fuzzy Properties And System Modelling
Mark Burgin, Ukraine

55

Fuzzy Calculus For Robotic Data Processing: Problems Linked With Implementation
Anne-Marie Jolly-Desodt, M. Delplanque, D. Jolly, France

60

Adaptive Situational Systems With Fuzzy Logic In The Economy
V. I. Finaev, T. V. Alesinskaya, Russia

65

Triangular Norms

Additive Generators Of T-Norms Which Are Not Necessarily Continuous
Erich Peter Klement, Radko Mesiar, Endre Pap, Austria

70

Fibre-Bundle Triangular Norms
Sandor Jenei, Hungary

74

The Frank T-Norm Family In Fuzzy Preference Modelling
Bernard De Baets, Bartel Van de Walle, Etienne Kerre, Belgium

78

On Describing Distances Between Fuzzy Sets Using A Class Of Semi-Pseudometrics
Werner Peeters, R. Lowen, Belgium

83

Additive Fuzzy Measure
Mila Stojakovic, Yugoslavia

88

Conceptual Model Of An Adaptive Trained Control System By Beforehand Uncertain Sisuational Objects
V. I. Finaev, O. D. Glod, Russia

92

Gentzen Type Sequent Calculus For Propositional Fuzzy Logics
Igor Rents, Russia

96

Adaptive Combination Rule: Influence Of T-Norm Operators
Mourad Oussalah, H. Maaref, C. Barret, France

100

Quasi-Fuzzy Computations
Arthur Ramer, Tamas Gedeon, Australia

105

The Linguistic "Testors" A Model To Feature Selection In Supervised Pattern Recognition
Nancy Lopez Reyes, Cuba

110

Basis Functions In Soft Computing And In Finite Element Method
Jouni Raitamäki, Pauli Viljamaa, Heikki Koivo, Pekka Neittaanmäki, Finland

115

Uncertainty Modelling

Fuzzy Classification Of Probability Distributions
Alexander N. Karkishchenko, Andrei G. Bronevitch, Russia

120

On A Modelling Method For Vague Perceptions Of Random Phenomena
Tokuo Fukuda, Japan

125

Conditional Belief And Bayesian Conditioning
Anna Slobodova, Slovakia

130

Evidence Reasoning Logic And Fuzzy Set Theory: Combined Method For Resolving Dempster's Rule Indefiniteness In A Case Of Conflicting Evidence
Albena Tchamova, Bulgaria

135

Rough Data Models

Analyzing Temporal Patterns With Rough Sets
Wojciech Kowalczyk, The Netherlands

139

Rough Set-Based Analysis Of Musical Databases
Bozena Kostek, Marek Szczerba, Poland

144

Rough Sets In Data Mining: Towards Approximate Description Of Decision Classes
Andrzej Skowron, Sinh Hoa Nguyen, Piotr Synak, Poland

149

Automated Induction Of Medical Expert System Rules From Clinical Databases Based On Rough Sets
Shusaku Tsumoto, Hiroshi Tanaka, Japan

154

Modeling Groundwater Flow And Transport Within A Fuzzy Set Framework: Part I - Flow
Wayne Woldt, Chunhua Dou, Istvan Bogardi, Mohamed Dahab, USA

159

Some Possibilities Of Respect The Uncertainty In Fuzzy Environment
Frantisek Tuma, Czech Republic

164

Sociogram Analysis Applying Fuzzy Shapley Value
Hajime Yamashita, Japan

169

A New Arithmetic For Fuzzy Numbers
Dominique Roger, Jean-Marc Lecomte, France

173

Some Properties Of New Resolution Rule In The Logic Of Possibility Distributions
Alexandre A. Savinov, Russia

178

Applications Of Rough Sets

Automatic Detection Of Speech Disorders
Andrzej Czyzewski, R. Krolikowski, P. Skorka, Poland

183

Discretization Of Real Value Attributes For Control Problems
Sinh Hoa Nguyen, Hung Son Nguyen, Poland

188

Optimalization Diagnose In Progressive Encephalopathy Applying The Rough Set Theory
Piotr Paszek, Alicja Walkulicz-Deja, Poland

192

A Rough Set Approach To Process Control - Simulations And Results
Jerzy Pulaczewski, Jacek Sienkiewicz, Poland

197

Rough Sets, Discretization Of Attributes And Stock Market Data
Jaroslaw Stepaniuk, Poland

202

Foundations Of Rough Sets

Attribute Reduction Versus Property Reduction
Marzena Kryszkiewicz, Henryk Rybinski, Poland

204

Rough Control Application Of Rough Set Theory To Control
Zdzislaw Pawlak, Toshinori Munakata, Poland

209

Revised Rough Classifiers
J. S. Deogun, V. V. Raghavan, H. Sever, USA

219

On The Average Depth Of Decision Trees Over Information Systems
Mikhail Moshkov, Igor Chikalov, Russia

220

Rough Mereological Controller
Andrzej Skowron, Lech Polkowski, Poland

223

2. Neural Networks - Basics And Applications

229

231

Fault Detection With Neural Networks

Recurrent Neural Networks For Fault Detection
Birgit Köppen-Seliger, Markus Schubert, Paul M. Frank, Germany

240

Lathe Tool Wear Monitoring With Neural Networks
Bernd Bauer, Damian Georges, Bernd Geropp, Michael Poschmann, Germany

245

A Method Based On Neural Networks For The Recognition Of The Environment Scanned By Ultrasonic Sensor
Hafid Hamadene, Etienne Colle, France

249

Integration Of Observer-Based Approach With B-Spline Network In The Monitoring Of A Centrifugal Pump System
Hassen Benkhedda, Tracy Dalton, Ron J. Patton, United Kingdom

255

Self-Organizing Computational Processes In Networks With Chaotic Integration
Alexander Katkov, Nadiya Gubareny, Poland

260

A Self-Supervised Learning Method For Control Applications
M. Bagatella, H. Fujikawa, S. Yamada, K. Shida, Japan

265

Neural Networks And Decision Tree Classifiers In Cellular Manufacturing
Nand Aggarwal, M. Lereno, France

267

A Neural Network To Determine The Degree Of Full Penetration In Laser Welding
Christian Kratzsch, E. Beyer, D. Maischner, Germany

271

Nonlinear System Identification Using Radial Basis Functions Networks With Local Feedback
Iulian B. Ciocoiu, Romania

276

Panel Discussion: Stimulation Initiative For European Neural Applications (SIENNA)

SIENA (Stimulation Initiative For European Neural Applications)
Hilbert J. Kappen, Wim Wiegerinck, The Netherlands

280

System Identification And Control With Neural Networks

Neural Network Models For Identification Of Nonlinear Dynamic Systems: An Overview
Oliver Nelles, Susanne Ernst, Rolf Isermann, Germany

282

Modelling The Thermal Plant With Artificial Neural Networks
Srecko Milanic, Rihard Karba, Slovenia

289

A Neural Network That Generates Attractive Vector Fields For Robot Control
Nils Goerke, Rolf Eckmiller, Germany

294

Behavior-Oriented Navigation Using Hierarchical Neural Networks
Michael Pauly, Germany

298

A Prototype Based Network Supervising A Set Of Feature Based Networks: Application To The Two-Spirals Problem
Abenacer Chebira, Gilles Mercier, K. Madani, G. de Tremiolles, France

303

A Method For Representing The Real-Time Behaviour Of Technical Processes In Neural Nets
Matthias Reuter, A. Berger, D. P. F. Möller, Germany

308

Nonlinear Neural Networks To Solve Some Combinatorial Pattern Recognition Problems
Nancy Lopez Reyes, Roberto Cruz Rodes, Maura Quintero Dipotet, Cuba

315

Oscillatory Networks With Guaranteed Memory Characteristics
Margarita Georgievna Kuzmina, Eduard Manykin, Irina Surina, Russia

320

Neural Networks In Image Processing

Vector Quantization Of Residual Images Using Self-Organizing Map With Sample Weighted Training
Petri Vuorimaa, Tommi Ojala, Eero Yli-Rantala, Finland

325

Signature Verification Using Time-Delay Neural Networks
Christiane Schmidt, Germany

329

Image Restoration For Millimater Wave Images By Feedforward Neural Network
Masahide Yoneyama, Koji Shimizu, Kunihiro Yamada, Ken'ichi Watabe, Koji Mizuno, Japan

334

Improvement Of Backpropagation By Fuzzy Algorithms
Stefan Wagner, S. Baginski, H.-D. Kochs, Germany

339

Optimal Adaptive Vector Control Of A Synchronous Machine By Neural Network
Gilles Mercier, M. Dinarvand, J. C. Depecker, K. Madani, C. Bergmann, France

345

Passivity Vs Syncretism Of Neural Networks
Wieslaw Sienko, Andrzej Luksza, Wieslaw Citko, Poland

350

Nonlinear Systems Identification Using Neural Networks For Adaptive Control
Edward Rydygier, Poland

353

Neural Networks For Time Optimal Control Of An Unknown 2 D Camera Movement System
Volker Zahn, Rolf Eckmiller, Germany

357

3. Genetic Algorithms And Evolutionary Computing

361

Genetic Algorithms For Industrial Engineering/Operations Research

Solving For Optimal Cross Section Design Problem Of Simple Beam Using Genetic Algorithms
Mitsuo Gen, Takao Yokota, Takeaki Taguchi, Japan

363

Interval Linear Programming Using Genetic Algorithms
Kenichi Ida, Mitsuo Gen, Runwei Cheng, Japan

367

A Hybrid Genetic Search For Machine Scheduling Problems
Mitsuo Gen, Runwei Cheng, Japan

373

Evolutionary Method For Facility Location Problem
Mitsuo Gen, Dijin Gong, Genji Yamazaki, Japan

378

Process Intelligence And Diagnosis By Cellular Container-Element Physics, Fuzzy Genetic Induction And Linguistic Constructor
Dieter W. Vetterkind, Germany

384

"Blind" Crossover Operators Useless ?
Lei Zhang, Weimin Zheng, China

389

Multiobjective Optimization With Genetic Algorithms And Fuzzy-Control
Stefan Voget, Germany

391

Identification Of Fluid Systems Using Genetic Programming
Andrew H. Watson, Ian C. Parmee, United Kingdom

395

Genetic Algorithms In Fusion With Other Intelligent Technologies In The Soft Computing Framework

Architectural Implications Of Genetic Algorithms Complexity In Evolvable Hardware Implementation
Dan Mihaila, Florin Fagarasan, Mircea Gh. Negoita, Romania

400

A Genetic Algorithm With Variable Length Genotypes. Applications In Fuzzy Modeling
Florin Fagarasan, Mircea Gh. Negoita, Romania

405

A GA Approach For Closed Loop System Identification
Marius Giuclea, Alexandru Agapie, Florin Fagarasan, Romania

410

Soft Computing Genetic Tool
Adrian Horia Dediu, Dan Mihaila, Romania

415

Applications Of Genetic Algorithms In Engineering Design

Genetic Strategies For The Design And Optimal Operation Of Thermal Systems
I.C. Parmee, C. Gane, M. Donne, K. Chen, United Kingdom

419

Application Of Genetic Algorithms In The Aerospace Domain
Henk H. Hesselink, H. Kuiper, J.M. van den Akker, The Netherlands

424

A Genetic Algorithm Approach To Configuration Of Space Transportation Systems
Martin Nelke, Germany

430

Applications Of Genetic Algorithms

Comparing Adaptive And Traditional Techniques For Direct Marketing
Wojciech Kowalczyk, T. Euverman, A. E. Eiben, E. Peelen, F. Slisser, J. Wesseling, The Netherlands

434

A Hybrid Genetic Algorithm For An Effective Management Of Isochronous Channels In LANs / MANs
Athanasios V. Vasilakos, Maria Markaki, Ioannis Kassotakis, Greece

438

Application Of Two-Objective Genetic Algorithm To Flowshop Scheduling Problems With Interval Processing Time
Tadahiko Murata, Hisao Ishibuchi, Kyu Hung Lee, Japan

443

A Genetic Algorithm For Scheduling Multiprocessor Tasks Without Prespecified Processor Allocations
Sze-Sing Lam, X. Cai, C.-Y. Lee, Hong Kong

448

Genetic Algorithms And Data Analysis

The Inductive Genetic Algorithm With Applications To The Fault Coverage Test Code Generation Problem
George Bilchev, Ian Parmee, Andrew Darlow, United Kingdom

452

Genetic Algorithms For Optimal Feature Selection
Adolf Grauel, Lars A. Ludwig, Germany

457

Real-Coded Genetic Optimization Of Fuzzy Clustering
Andreas Stafylopatis, Konstantinos Blekas, Greece

461

Evolutionary Synthesis Of A Fuzzy Image Compression Algorithm
Andrea G. B. Tettamanzi, Mauro L. Beretta, Gianni Degli Antoni, Italy

466

The Use Of A Co-Operative Multi-Level CHC GA For Structural Shape Optimisation
Harish D. Vekeria, Ian C. Parmee, United Kingdom

471

An Application Of Genetic Algorithm And L-Class Enumeration To The Integer Programming Problem
Alexander A. Kolokolov, Anton V. Eremeev, Russia

476

Genetic Algorithm For FMS Scheduling
P. Aravindan, N. Jawahar, S.G. Ponnambalam, India

478

Analysis Of Genetic Algorithms And Evolution Strategies With Distributed Genotype
Vladimir Olej, Milan Unger, Slovakia

484

Genetic Algorithms And Fuzzy Systems

FUREGA - Fuzzy Rule Extraction By A Genetic Algorithm
Oliver Nelles, Germany

489

A Genetic Algorithm For Tuning Membership Functions
Andreas Bastian, Germany

494

Fuzzy Interpolation By Using An Hybrid Genetic Approach
Antonino Cuce, Giuseppe D'Angelo, Chira Vinci, Italy

499

A Novel Method For Template Learning Of Cellular Neural Networks
Minh-Due Doan, S. Halgamuge, M. Glesner, Germany

505

Genetic Algorithms

A Dual-Agent Adaptive Search Strategy For Whole System Design
I.C. Parmee, United Kingdom

510

Genetic Search Algorithm As A Tool In The Search For Improved Time Integration Methods For Multi-Degree Of Freedom Systems
Evangelos Bekiaris, A. Kanarachos, Greece

515

Genetic Generation Of Novel Neural Network Topologies
Adolf Grauel, Lars A. Ludwig, Friedrich Berk, Germany

521

Learning Of Neural Networks Using Hybrid Genetic Algorithm
Takumi Ichimura, Takeshi Takano, Eiichiro Tazaki, Japan

526

Genetic Algorithms And Evolutionary Computing For The Optimization Of Hybrid Systems
M. A. Fernandes, L. A. V. Carvalho, F. Mora-Camino, Brazil

531

4. Fuzzy Sets In Artificial Intelligence

537

Advances In Possibility Theory

Confidence Relations And Qualitative Possibility
Gert De Cooman, Belgium

539

On Belief Updating In Possibility Theory
Pascale Fonck, Belgium

545

The Surprising Possibilistic Nature Of The Algebraic Product
Bernard De Baets, Radko Mesiar, Elena Tsiporkova, Belgium

549

A Combined Approach To Fuzzy Reasoning
Joachim Weisbrod, Germany

554

Reasoning Under Uncertainty And Imprecision

Towards A Fuzzy Time Structure For Temporal Reasoning With Uncertainty
Ernst G. P. Bovenkamp, Jan C. A. van der Lubbe, The Netherlands

558

Fuzzy Inference Systems Based On Takagi-Sugeno Fuzzy Consequent Rules
Sorina Zahan, Christian Michael, Romania

563

Approximate Probabilistic Reasoning With Fuzzy Constraints
Eyke Hüllermeier, Germany

568

Fuzzy-Bayesian Expert Systems Modelling
Cristian Georgescu, Eugene Roventa, France

573

Rule-Based Fuzzy Modeling

A Pruning Method For The Self-Structuring Of Fuzzy Systems Applied To Function Approximation
Antonio Fiordaliso, Belgium

581

Identification Of Rule-Based Fuzzy Models Using The RPROP Optimization Technique
Manfred Männle, Alain Richard, Thomas Dörsam, Germany

587

Best Fuzzy Rule Selection With Orthogonal Matching Pursuit
Armin Shmilovici, Oded Maimon, Israel

592

Non-Interactive Model For Fuzzy Rule-Based Systems
Ahmad Lotfi, M. Howarth, P. D. Thomas, United Kingdom

597

Fuzzy Techniques In Information Engineering I

Fuzzy Logic Based Approach For Mammographic Images
Bernadette Bouchon-Meunier, S. Bothorel, S. Muller, France

602

Fuzzy Rules Extraction And Redunduncy Elimination: An Application To Remote Sensing Image Analysis
Laurent Mascarilla, Jacky Desachy, France

607

A Possibilistic ATMS Contribution To Diagnose Analog Electronic Circuits
Corinne Bos-Plachez, France

612

Tracks Real-Time Classification Based On Fuzzy Rules
Michel Jacques Grabisch, Andre Ayoun, France

617

Fuzzy Techniques In Information Engineering II

Comfort Evaluation Using Fuzzy Sets Technique
Eric Levrat, Ruben Ruelas, J. Brémont, Isabelle André, France

622

Fuzzy Multicriteria Decision Making For Long Cane Pruning: A System For Standard And Complex Vine Configurations
Bruno Tisseyre, C. Sinfort, F. Sevila, A. Carbonneau, France

627

A Possibilistic Approach To Planning
Roger Martin-Clouaire, Célia Da Costa Pereira, Frédérick Garcia, Jérôme Lang, France

632

Fuzzy Information Engineering - A Manifesto -
Henri Prade, Didier Dubois, Ronald R. Yager, France

637

Approximate Reasoning

On Fuzzy Circumscription
Stephan Lehmke, Helmut Thiele, Germany

641

Lukasiewicz Logic Programming Based On Fuzzy Equality
Harry E. Virtanen, Finland

646

Consistency Of Models For Approximate Reasoning Based On Fuzzy Logic
Irina G. Perfilieva, Alexander S. Tonis, Russia

651

Detecting Local Inconsistency And Incompleteness In Fuzzy Rule Bases
Joachim Weisbrod, Nicolaie L. Fantana, Germany

656

Fuzzy Rules Interpolation In Look-Up Decision Tables
Lucian Mastacan, Iosif Olah, Romania

661

Methods To Handle Large Fuzzy Rule Bases
Fred Roß, Ilka Philippow, Ulf Döring, Germany

665

Fuzzy Sets In Artificial Intelligence

New Approaches For Fuzzy Induction
James F. Baldwin, United Kingdom

670

Feature Discovery For Pattern Recognition With Evidential Logic
James F. Baldwin, Orestis Stylianidis, T. P. Martin, United Kingdom

675

Fuzzy Objects And Multiple Inheritance In Fril++
Trevor P. Martin, J. F. Baldwin, United Kingdom

680

New Approaches In Fuzzy Rule Based Systems

Two Fuzzy Reasoning Methods In Fuzzy-Rule-Based Classification Systems
Hisao Ishibuchi, Takehiko Morisawa, Tomoharu Nakashima, Japan

685

A Multiple Operator Added GA For Optimization Of Fuzzy Control Rules
Chin-Chih Hsu, Shin-ichi Yamada, Hideji Fujikawa, Koichiro Shida, Japan

690

A Defuzzification Method With Unequal Sensitivity To Domain Elements
Uzay Kaymak, R. Babuska, H. R. van Nauta Lemke, The Netherlands

695

On Missing Values And Fuzzy Rules
Michael R. Berthold, Klaus-Peter Huber, Germany

700

- EUFIT '96 -