This book comprises a selection of papers from IFSA 2007 on new methods and theories that contribute to the foundations of fuzzy logic and soft computing. These papers were selected from over 400 submissions and constitute an imp- tant contribution to the theory and applications of fuzzy logic and soft c- puting methodologies. Soft computing consists of several computing paradigms, including fuzzy logic, neural networks, genetic algorithms, and other techniques, which can be used to produce powerful intelligent systems for solving real-world problems. The papers of IFSA 2007 also make a contribution to this goal. This book is intended to be a major reference for scientists and engineers interested in applying new computational and mathematical tools to achieve intelligent solutions to complex problems. We consider that this book can also be used to get novel ideas for new lines of research, or to continue the lines of research proposed by the authors of the papers contained in the book. The book is divided into 14 main parts.Eachpart contains a set of papers on a common subject, so that the reader can ?nd similar papers grouped together. Some of these parts comprise the papers of organized sessions of IFSA 2007 and we thank the session organizers for their incredible job in forming these sessions with invited and regular paper submissions.
Author(s): Gang Xiang, Vladik Kreinovich (auth.), Patricia Melin, Oscar Castillo, Luis T. Aguilar, Janusz Kacprzyk, Witold Pedrycz (eds.)
Series: Lecture Notes in Computer Science 4529 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2007
Language: English
Pages: 832
Tags: Artificial Intelligence (incl. Robotics); Mathematical Logic and Formal Languages; Database Management; Computer Appl. in Administrative Data Processing; Business Information Systems
Front Matter....Pages -
Front Matter....Pages 1-1
Estimating Variance Under Interval and Fuzzy Uncertainty: Case of Hierarchical Estimation....Pages 3-12
Testing Stochastic Arithmetic and CESTAC Method Via Polynomial Computation....Pages 13-22
Friction Model by Using Fuzzy Differential Equations....Pages 23-32
From Interval Computations to Constraint-Related Set Computations: Towards Faster Estimation of Statistics and ODEs Under Interval, p-Box, and Fuzzy Uncertainty....Pages 33-42
Non-commutative System of Fuzzy Interval Logic Generated by the Checklist Paradigm Measure m 3 Containing Early Zadeh Implication....Pages 43-55
Points with Type-2 Operations....Pages 56-65
Front Matter....Pages 67-67
Atanassov’s Intuitionistic Fuzzy Sets as a Classification Model....Pages 69-75
Classification with Nominal Data Using Intuitionistic Fuzzy Sets....Pages 76-85
Intuitionistic Fuzzy Histograms of an Image....Pages 86-95
Image Threshold Using A-IFSs Based on Bounded Histograms....Pages 96-103
The Role of Entropy in Intuitionistic Fuzzy Contrast Enhancement....Pages 104-113
Representation of Rough Sets Based on Intuitionistic Fuzzy Special Sets....Pages 114-121
Front Matter....Pages 123-123
Towards Vague Query Answering in Logic Programming for Logic-Based Information Retrieval....Pages 125-134
On Browsing Domain Ontologies for Information Base Content....Pages 135-144
Fuzzy Tree Mining: Go Soft on Your Nodes....Pages 145-154
Numerical Properties of Fuzzy Regions: Surface Area....Pages 155-161
Qualification of Fuzzy Statements Under Fuzzy Certainty....Pages 162-170
Weighted Conjunctive and Disjunctive Aggregation of Possibilistic Truth Values....Pages 171-180
Bipolar Queries Using Various Interpretations of Logical Connectives....Pages 181-190
A Hierarchical Approach to Object Comparison....Pages 191-198
Front Matter....Pages 123-123
FuzzyXPath: Using Fuzzy Logic an IR Features to Approximately Query XML Documents....Pages 199-208
Front Matter....Pages 209-209
Designing Representative Bodies When the Voter Preferences Are Fuzzy....Pages 211-219
Possibility Based Modal Semantics for Graded Modifiers....Pages 220-230
New Perspective for Structural Learning Method of Neural Networks....Pages 231-240
Front Matter....Pages 241-241
Web Usage Mining Via Fuzzy Logic Techniques....Pages 243-252
Deduction Engine Design for PNL-Based Question Answering System....Pages 253-262
Granular Computing and Modeling the Human Thoughts in Web Documents....Pages 263-270
Front Matter....Pages 271-271
Extracting Fuzzy Linguistic Summaries Based on Including Degree Theory and FCA....Pages 273-283
Linguistic Summarization of Time Series by Using the Choquet Integral....Pages 284-294
Visualization of Possibilistic Potentials....Pages 295-303
Front Matter....Pages 305-305
Selection Criteria for Fuzzy Unsupervised Learning: Applied to Market Segmentation....Pages 307-317
Fuzzy Backpropagation Neural Networks for Nonstationary Data Prediction....Pages 318-327
Fuzzy Model Based Iterative Learning Control for Phenol Biodegradation....Pages 328-337
Fuzzy Modelling Methodologies for Large Database....Pages 338-347
Front Matter....Pages 349-349
On Possibilistic/Fuzzy Optimization....Pages 351-360
The Use of Interval-Valued Probability Measures in Optimization Under Uncertainty for Problems Containing a Mixture of Fuzzy, Possibilisitic, and Interval Uncertainty....Pages 361-370
On Selecting an Algorithm for Fuzzy Optimization....Pages 371-380
A Risk-Minimizing Model Under Uncertainty in Portfolio....Pages 381-391
Front Matter....Pages 393-393
Weighted Pattern Trees: A Case Study with Customer Satisfaction Dataset....Pages 395-406
Fuzziness and Performance: An Empirical Study with Linguistic Decision Trees....Pages 407-416
Front Matter....Pages 417-417
Semi–Boolean and Hyper–Archimedean BL –Algebras....Pages 419-426
A Fuzzy Hahn-Banach Theorem....Pages 427-435
The Algebraic Properties of Linguistic Value “Truth” and Its Reasoning....Pages 436-444
Fuzzy Subgroups with Meet Operation in the Connection of Möbius Transformations....Pages 445-450
A Method for Automatic Membership Function Estimation Based on Fuzzy Measures....Pages 451-460
Counting Finite Residuated Lattices....Pages 461-470
On Proofs and Rule of Multiplication in Fuzzy Attribute Logic....Pages 471-480
Graded Fuzzy Rules....Pages 481-490
On External Measures for Validation of Fuzzy Partitions....Pages 491-501
Coherence Index of Radial Conjunctive Fuzzy Systems....Pages 502-512
Topology in Fuzzy Class Theory: Basic Notions....Pages 513-522
Features of Mathematical Theories in Formal Fuzzy Logic....Pages 523-532
A New Method to Compare Dynamical Systems....Pages 533-542
Advances in the Geometrical Study of Rotation-Invariant T-Norms....Pages 543-552
Fuzzy Reversed Posynomial Geometric Programming and Its Dual Form....Pages 553-562
Posynomial Fuzzy Relation Geometric Programming....Pages 563-572
Front Matter....Pages 573-573
A Vector Similarity Measure for Type-1 Fuzzy Sets....Pages 575-583
On Approximate Representation of Type-2 Fuzzy Sets Using Triangulated Irregular Network....Pages 584-593
Hybrid Control for an Autonomous Wheeled Mobile Robot Under Perturbed Torques....Pages 594-603
Type-2 Fuzzy Logic for Improving Training Data and Response Integration in Modular Neural Networks for Image Recognition....Pages 604-612
Front Matter....Pages 613-613
A Fuzzy Model for Olive Oil Sensory Evaluation....Pages 615-624
An Interval-Based Index Structure for Structure Elucidation in Chemical Databases....Pages 625-634
Fuzzy Cognitive Layer in RoboCupSoccer....Pages 635-645
An Approach to Theory of Fuzzy Discrete Signals....Pages 646-655
Using Gradual Numbers for Solving Fuzzy-Valued Combinatorial Optimization Problems....Pages 656-665
Fuzzy Classifier with Probabilistic IF-THEN Rules....Pages 666-676
Fuzzy Adaptive Search Method for Parallel Genetic Algorithm Tuned by Evolution Degree Based on Diversity Measure....Pages 677-687
Fuzzy Controller for Robot Manipulators....Pages 688-697
Collaboration Between Hyperheuristics to Solve Strip-Packing Problems....Pages 698-707
Front Matter....Pages 709-709
Discrete-Time Recurrent High Order Neural Observer for Induction Motors....Pages 711-721
Strict Generalization in Multilayered Perceptron Networks....Pages 722-731
Fault Tolerant Control of a Three Tank Benchmark Using Weighted Predictive Control....Pages 732-742
Synchronization in Arrays of Chaotic Neural Networks....Pages 743-754
Front Matter....Pages 755-755
On Fuzzy Projection-Based Utility Decomposition in Compound Multi-agent Negotiations....Pages 757-766
Conditional Dempster-Shafer Theory for Uncertain Knowledge Updating....Pages 767-777
Ant Colony Optimization Applied to Feature Selection in Fuzzy Classifiers....Pages 778-788
Artificial Bee Colony (ABC) Optimization Algorithm for Solving Constrained Optimization Problems....Pages 789-798
Beam-ACO Distributed Optimization Applied to Supply-Chain Management....Pages 799-809
A Cultural Algorithm with Operator Parameters Control for Solving Timetabling Problems....Pages 810-819
On Control for Agents Formation....Pages 820-828
Back Matter....Pages -
