This book constitutes the refereed proceedings of the 8th Dortmund Fuzzy Days, held in Dortmund, Germany, 2004. The Fuzzy-Days conference has established itself as an international forum for the discussion of new results in the field of Computational Intelligence. All the papers had to undergo a thorough review guaranteeing a solid quality of the programme. The papers are devoted to foundational and practical issues in fuzzy systems, neural networks, evolutionary algorithms, and machine learning and thus cover the whole range of computational intelligence.
Author(s): Bernd Reusch
Series: Advances in Soft Computing
Edition: 1
Publisher: Springer
Year: 2005
Language: English
Pages: 810
Contents......Page 7
Evolutionary Algorithms......Page 15
An Evolutionary Algorithm for the unconstrained Binary Quadratic Problems......Page 16
Application of Genetic Algorithms by Means of Pseudo Gradient......Page 30
Optimization by Island-Structured Decentralized Particle Swarms......Page 38
Directed Mutation by Means of the Skew-Normal Distribution......Page 47
Rule-Based Fuzzy Inference......Page 63
Smooth Extensions of Fuzzy if-then Rule Bases......Page 64
Pre-validation of a Fuzzy Model......Page 71
Multiresolution Fuzzy Rule Systems......Page 75
Invited Session: Data Characterization through Fuzzy Clustering......Page 90
Fuzzy Clustering of Macroarray Data......Page 91
Fuzzy Clustering: Consistency of Entropy Regularization......Page 103
Fuzzy Long Term Forecasting through Machine Learning and Symbolic Representations of Time Series......Page 116
Fuzzy Prototypes Based on Typicality Degrees......Page 131
Plenary Talk......Page 145
The Power of Zadeh’s Protoforms: Towards General Problem Formulations in Fuzzy Multistage Control and Group Decision Making......Page 146
Fuzzy Control......Page 148
Fuzzy Logic Fluid Therapy Control System for Renal Transplantation......Page 149
Interpolative Fuzzy Reasoning in Behaviour-based Control......Page 163
Fuzzy Modeling of Offensive Maneuvers in an Air-To-Air Combat Task......Page 175
Invited Session: Recent Advances in Theoretical Soft Computing......Page 189
Approximation of Fuzzy Functions by Extended Fuzzy Transforms......Page 190
Fuzzy Control as a General Interpolation Problem......Page 199
Galois Connections with Truth Stressers: Foundations for Formal Concept Analysis of Object-Attribute Data with Fuzzy Attributes......Page 207
Fuzzy Transforms in Removing Noise......Page 222
Safe Modelling Of Fuzzy If–Then Rules......Page 232
Perception-Based Logical Deduction......Page 238
Invited Session: Towards Intelligent Decision Support Systems via Soft Computing......Page 252
Fuzzy Object-Oriented Modelling with Metadata Attributes in C #......Page 253
Strategies for Decision Making in the Conditions of Intuitionistic Fuzziness......Page 263
Fuzzy Linguistic Summaries in Text Categorization for Human-Consistent Document-Driven Decision Support Systems......Page 270
An Application of Intuitionistic Fuzzy Relational Databases in Football Match Result Predictions......Page 279
Generalized Net Model for Adaptive Electronic Assessment, Using Intuitionistic Fuzzy Estimations......Page 288
Fuzzy Logic in Decision Support......Page 295
Analytic Hierarchy Process Based on Fuzzy Analysis......Page 296
A Fuzzy-Ga Hybrid Technique for Optimization of Teaching Sequences Presented in ITSs......Page 305
Consistency Conditions for Fuzzy Choice Functions......Page 311
Applications of Fuzzy Systems......Page 319
A Fuzzy Logic Application to Environment Management System: A Case Study for Goksu Streams Water Quality Assesment......Page 320
Combination Rule of Normal Degrees on Automated Medical Diagnosis System (AMDS)......Page 332
Generation of Representative Symptoms Based on Fuzzy Concept Lattices......Page 341
Connectives......Page 347
On the Direct Decomposability of Fuzzy Connectives, Negations and Implications Based on t-norms and t-conorms on Product Lattices......Page 348
The Cancellation Law for Addition of Fuzzy Intervals......Page 359
Generic View On Continuous T-Norms and T-Conorms......Page 366
Invited Session: Intelligent Techniques for Knowledge Extraction and Management......Page 372
Mining Class Hierarchies from XML Data: Representation Techniques......Page 373
Generalizing Quantification in Fuzzy Description Logics......Page 385
Fuzzy Types: A First Step Towards Lazy Types in the .NET Framework......Page 400
Fuzzy Induction via Generalized Annotated Programs......Page 406
Evaluating Fuzzy Association Rules on XML Documents......Page 421
Plenary Talk......Page 435
Ubiquitous Robot......Page 436
Fuzzy Image Processing......Page 445
Combining Fuzzy Logic and Kriging for Image Enhancement......Page 446
Optical Quality Control of Coated Steel Sheets Using Fuzzy Grey Scale Correlograms......Page 457
Plenary Talk......Page 463
Fuzzy-Methods in Knowledge Discovery......Page 464
Invited Session: Evolutionary Algorithms......Page 465
Action Games: Evolutive Experiences......Page 466
Co-Evolving Multilayer Perceptrons along Training Sets......Page 481
Improving Parallel GA Performances by Means of Plagues......Page 492
Hybrid Evolutionary Algorithms for Protein Structure Prediction......Page 501
Invited Session: Aggregation Operators......Page 511
Quasi-Copulas on Discrete Scales......Page 512
Basic Classification of Aggregation Operators and Some Construction Methods......Page 520
Homogeneous Aggregation Operators......Page 529
1-Lipschitz Aggregation Operators, Quasi-Copulas and Copulas with Given Opposite Diagonal......Page 538
Fuzzy Measures and Choquet Integral on Discrete Spaces......Page 545
Neural Networks......Page 554
Modular Neural Network Applied to Non-Stationary Time Series......Page 555
A Feedforward Neural Network Based on Multi-Valued Neurons......Page 569
Least Squares Support Vector Machines for Scheduling Transmission in Wireless Networks......Page 583
Neural Networks for the Control of Soccer Robots......Page 590
Neuro-Fuzzy Systems......Page 598
Universal Approximator Employing Neo-Fuzzy Neurons......Page 599
Combined Learning Algorithm for a Self-Organizing Map with Fuzzy Inference......Page 609
Fuzzy/Neural Connection Admission Controller for Multimedia Traffic in Wireless ATM Networks......Page 619
Fuzzy Mathematics......Page 635
Limits of Functional Sequences in the Concept of Nearness Relations......Page 636
On the Law of Large Numbers on IFS Events......Page 644
An Axiomatic Approach to Cardinalities of IF Sets......Page 648
Fuzzy Optimization......Page 659
Sensitivity Analysis for Fuzzy Shortest Path Problem......Page 660
Fuzzy Coloring of Fuzzy Hypergraph......Page 668
Nonlinear Optimization with Fuzzy Constraints by Multi-Objective Evolutionary Algorithms......Page 677
Poster Contributions......Page 687
Comparison of Reasoning for Fuzzy Control......Page 688
Evolving Scientific Knowledge......Page 695
Coding of Chaotic Orbits with Recurrent Fuzzy Systems......Page 701
Genetic-Based Tuning of Fuzzy Dempster-Shafer Model......Page 709
A Novel Design for Classifying Multi-field Internet Packets Using Neural Networks......Page 718
Modeling Uncertainty in Decision Support Systems for Customer Call Center......Page 723
A New GA-Based Real Time Controller for the Classical Cart-Pole Balancing Problem......Page 731
Depth Control of Anesthesia With an Adaptive Neuro-Fuzzy System......Page 747
Ultrasound Intensity and Treatment Time Fuzzy Logic Control System for Low Cost Effective Ultrasound Therapy Devices......Page 757
K......Page 768
Z......Page 769
