Foundations of Fuzzy Logic and Soft Computing: 12th International Fuzzy Systems Association World Congress, IFSA 2007, Cancun, Mexico, Junw 18-21, 2007, Proceedings

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Patricia Melin
Springer Science & Business Media, Jun 5, 2007 - Business & Economics - 830 pages
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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.
 

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Contents

Case of Hierarchical Estimation
3
Testing Stochastic Arithmetic and CESTACMethod Via Polynomial Computation
13
Friction Model by Using Fuzzy DifferentialEquations
23
TowardsFaster Estimation of Statistics and ODEs UnderInterval pBox and Fuzzy Uncertainty
33
Noncommutative System of Fuzzy IntervalLogic Generated by the Checklist ParadigmMeasure m3 Containing Early Zadeh Implication
43
Points with Type2 Operations
56
II Intuitionistic Fuzzy Sets and Their Applications
67
Atanassovs Intuitionistic Fuzzy Sets as aClassification Model
68
X Fuzzy Logic Theory
417
SemiBoolean and HyperArchimedeanBLAlgebras
419
A Fuzzy HahnBanach Theorem
427
The Algebraic Properties of Linguistic ValueTruth and Its Reasoning
436
Fuzzy Subgroups with Meet Operation in theConnection of Mobius Transformations
445
A Method for Automatic Membership FunctionEstimation Based on Fuzzy Measures
451
Counting Finite Residuated Lattices
461
On Proofs and Rule of Multiplication in FuzzyAttribute Logic
471

Classification with Nominal Data UsingIntuitionistic Fuzzy Sets
76
Intuitionistic Fuzzy Histograms of an Image
86
Image Threshold Using AIFSs Based onBounded Histograms
96
The Role of Entropy inIntuitionistic Fuzzy Contrast Enhancement
104
Representation of Rough Sets Based onIntuitionistic Fuzzy Special Sets
114
III The Application of Fuzzy Logic and Soft Computing in Flexible Querying
123
Towards Vague Query Answering in LogicProgramming for LogicBased InformationRetrieval
125
On Browsing Domain Ontologies for InformationBase Content
135
Go Soft on Your Nodes
145
SurfaceArea
155
Qualification of Fuzzy Statements Under FuzzyCertainty
162
Weighted Conjunctive and DisjunctiveAggregation of Possibilistic Truth Values
171
Bipolar Queries Using Various Interpretations ofLogical Connectives
181
A Hierarchical Approach to Object Comparison
191
Using Fuzzy Logic an IR Featuresto Approximately Query XML Documents
199
IV Philosophical and HumanScientific Aspects of Soft Computing
209
Designing Representative Bodies When theVoter Preferences Are Fuzzy
210
Possibility Based Modal Semantics for GradedModifiers
220
New Perspective for Structural LearningMethod of Neural Networks
231
V Search Engine and Information Processing and Retrieval
241
Web Usage Mining Via Fuzzy Logic Techniques
243
Deduction Engine Design for PNLBasedQuestion Answering System
253
Granular Computing and Modeling the HumanThoughts in Web Documents
263
VI Perception Based Data Mining and Decision Making
271
Extracting Fuzzy Linguistic Summaries Basedon Including Degree Theory and FCA
272
Linguistic Summarization of Time Series byUsing the Choquet Integral
284
Visualization of Possibilistic Potentials
295
The Fuzzy Logic Approach
305
Applied to Market Segmentation
307
Fuzzy Backpropagation Neural Networks forNonstationary Data Prediction
318
Fuzzy Model Based Iterative Learning Controlfor Phenol Biodegradation
328
Fuzzy Modelling Methodologies for LargeDatabase
338
VIII Fuzzy Possibilistic Optimization
349
On PossibilisticFuzzy Optimization
350
The Use of IntervalValued Probability Measuresin Optimization Under Uncertainty for ProblemsContaining a Mixture of Fuzzy Possibilisiticand Inter...
361
On Selecting an Algorithm for FuzzyOptimization
371
A RiskMinimizing Model Under Uncertainty inPortfolio
381
IX Fuzzy Trees
393
A Case Study withCustomer Satisfaction Dataset
395
An Empirical Studywith Linguistic Decision Trees
407
Graded Fuzzy Rules
481
On External Measures for Validation of FuzzyPartitions
491
Coherence Index of Radial Conjunctive FuzzySystems
502
Basic Notions
513
Features of Mathematical Theoriesin Formal Fuzzy Logic
523
A New Method to Compare Dynamical Systems
533
Advances in the Geometrical Study ofRotationInvariant TNorms
543
Fuzzy Reversed Posynomial GeometricProgramming and Its Dual Form
553
Posynomial Fuzzy Relation GeometricProgramming
563
XI Type2 Fuzzy Logic
573
A Vector Similarity Measurefor Type1 Fuzzy Sets
575
On Approximate Representation of Type2Fuzzy Sets Using Triangulated Irregular Network
584
Hybrid Control for an Autonomous WheeledMobile Robot Under Perturbed Torques
594
Type2 Fuzzy Logic for Improving Training Dataand Response Integration in Modular NeuralNetworks for Image Recognition
604
XII Fuzzy Logic Applications
613
A Fuzzy Model for Olive Oil Sensory Evaluation
615
An IntervalBased Index Structure for StructureElucidation in Chemical Databases
625
Fuzzy Cognitive Layer in RoboCupSoccer
635
An Approach to Theory of Fuzzy DiscreteSignals
646
Using Gradual Numbers for SolvingFuzzyValued Combinatorial OptimizationProblems
656
Fuzzy Classifier with Probabilistic IFTHENRules
666
Fuzzy Adaptive Search Method for ParallelGenetic Algorithm Tuned by Evolution DegreeBased on Diversity Measure
677
Fuzzy Controller for Robot Manipulators
688
Collaboration Between Hyperheuristics to SolveStripPacking Problems
698
XIII Neural Networks and Control
709
DiscreteTime Recurrent High Order NeuralObserver for Induction Motors
710
Strict Generalization in Multilayered PerceptronNetworks
722
Fault Tolerant Control of a Three TankBenchmark Using Weighted Predictive Control
732
Synchronization in Arrays of Chaotic NeuralNetworks
743
XIV Intelligent Agents and Knowledge Ant Colony
755
On Fuzzy ProjectionBased UtilityDecomposition in Compound MultiagentNegotiations
757
Conditional DempsterShafer Theory forUncertain Knowledge Updating
767
Ant Colony Optimization Applied to FeatureSelection in Fuzzy Classifiers
778
Artificial Bee Colony ABC OptimizationAlgorithm for Solving Constrained OptimizationProblems
789
BeamACO Distributed Optimization Applied toSupplyChain Management
799
A Cultural Algorithm with Operator ParametersControl for Solving Timetabling Problems
810
On Control for Agents Formation
820
Author Index
829
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