Theoretical Advances and Applications of Fuzzy Logic and Soft Computing

by Castillo, Oscar R.; Melin, Patricia; Ross, Oscar Montiel; Cruz, Roberto Sepulveda; Pedrycz, Witold

• ISBN13: 9783540724339
• ISBN10: 3540724338
• Format: Paperback
• Copyright: 2007-09-01
• Publisher: Springer Nature

Summary

This book comprises a selection of papers from the IFSA 2007 World Congress on theoretical advances and applications of fuzzy logic and soft computing. These papers were selected from over 400 submissions and constitute an important contribution to the theory and applications of fuzzy logic and soft computing 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. Applications range from pattern recognition to intelligent control and sow the advantages of using soft computing theory and methods. The papers of IFSA 2007 also make a contribution to this goal.

Table of Contents

An intuitionistic fuzzy graph method for finding the shortest paths in networks	p. 3
On imprecision intuitionistic fuzzy sets & OLAP - the case for KNOLAP	p. 11
Algorithm for interpretation of multi-valued taxonomic attributes in similarity-based fuzzy databases	p. 23
Flexible location-based spatial queries	p. 36
Complex quantified statements evaluated using gradual numbers	p. 46
Properties of local andness/orness	p. 54
A new approach for Boolean query processing in text information retrieval	p. 64
Multi-objective evolutionary algorithms in the automatic learning of Boolean queries : a comparative study	p. 71
Interactions between decision goals applied to the calculation of context dependent re-rankings of results of Internet search engines	p. 81
Using fuzzy logic to handle the users' semantic descriptions in a music retrieval system	p. 89
Between empiricism and rationalism : a layer of perception modeling fuzzy sets as intermediary in philosophy of science	p. 101
Ontological and epistemological grounding of fuzzy theory	p. 109
Application of fuzzy cognitive maps to business planning models	p. 119
Perceptions for making sense, description language for meaning articulation	p. 128
FCBIR : a fuzzy matching technique for content-based image retrieval	p. 141
Computing with words using fuzzy logic : possibilities for application in automatic text summarization	p. 151
Concept-based questionnaire system	p. 161
A hybrid model for document clustering based on a fuzzy approach of synonymy and polysemy	p. 171
Morphic computing	p. 180
Morphic computing : Web and agents	p. 190
Looking for dependencies in short time series using imprecise statistical data	p. 201
Perception based time series data mining for decision making	p. 209
Data mining for fuzzy relational data servers	p. 220
Computational intelligence models of the distributed technological complexes	p. 230
Similarity and distance - their paths from crisp to fuzzy concepts and an application in medical philosophy	p. 243
The Choquet and Sugeno integrals as measures of total effectiveness of medicines	p. 253
Managing uncertainty with fuzzy-automata and control in an intensive care environment	p. 263
Process monitoring using residuals and fuzzy classification with learning capabilities	p. 275
Possibilistic worst case distance and applications to circuit sizing	p. 287
An algorithm to solve two-person non-zero sum fuzzy games	p. 296
One-shot decision with possibilistic information	p. 303
Portfolio selection problem based on possibility theory using the scenario model with ambiguous future returns	p. 314
Optimization of fuzzy objective functions in fuzzy (multicriteria) linear programs - a critical survey	p. 324
On extension of LI-ideal in lattice implication algebra	p. 337
Congruence relations induced by filters and LI-ideals	p. 349
Weak completeness of resolution in a linguistic truth-valued propositional logic	p. 358
Decision-based questionnaire systems	p. 369
Fuzzy signature and cognitive modelling for complex decision model	p. 380
Estimating monthly production of oil wells	p. 393
IRESC : reservoir characterization	p. 404
A fuzzy approach to the study of human reliability in the petroleum industry	p. 415
Evolutionary computation for valves control optimization in intelligent wells under uncertainties	p. 425
A genetic algorithm for the pickup and delivery problem : an application to the helicopter offshore transportation	p. 435
Real options and genetic algorithms to approach of the optimal decision rule for oil field development under uncertainties	p. 445
Documenting visual quality controls on the evaluation of petroleum reservoir-rocks through ontology-based image annotation	p. 455
Event ordering reasoning ontology applied to petrology and geological modelling	p. 465
Optimization to manage supply chain disruptions using the NSGA-II	p. 476
A framework to support distributed data mining on grid	p. 489
Adaptive processing scheme of overflowed buckets for bucket sort algorithm	p. 495
A novel fractal image coding based on quadtree partition of the adaptive threshold value	p. 504
Towards the application of distributed database in University MIS	p. 513
Fractal interpolation fitness based on BOX dimension's pretreatment	p. 520
A statistical spam filtering scheme based on grid platform	p. 527
An approach to Web prefetching agent based on Web ontology with hidden Markov model	p. 535
A causal model with uncertain time-series effect based on evidence theory	p. 547
Parametric fuzzy linear systems	p. 556
Lattice ordered monoids and left continuous uninorms and t-norms	p. 565
Discrete fuzzy numbers defined on a subset of natural numbers	p. 573
Collaborative recommending based on core-concept lattice	p. 583
How to construct formal systems for fuzzy logics	p. 593
A logical framework for fuzzy quantifiers part I : basic properties	p. 602
Solving planning under uncertainty : quantitative and qualitative approach	p. 612
The compositional rule of inference and Zadeh's extension principle for non-normal fuzzy sets	p. 621
Satisfiability in a linguistic-valued logic and its quasi-horn clause inference framework	p. 629
Fuzzy flip-flops revisited	p. 643
Customized query response for an improved Web search	p. 653
An effective inductive learning structure to extract probabilistic fuzzy rule base from inconsistent data pattern	p. 663
Robust stability analysis of a fuzzy vehicle lateral control system using describing function method	p. 673
An adaptive location service on the basis of fuzzy logic for MANETs	p. 683
Self-tunable fuzzy inference system : a comparative study for a drone	p. 691
A kind of embedded temperature controller based on self-turning PID for texturing machine	p. 701
Trajectory tracking using Fuzzy-Lyapunov approach : application to a servo trainer	p. 710
A new method for intelligent knowledge discovery	p. 721
New method of learning and knowledge management in type-I fuzzy neural networks	p. 730
Gear fault diagnosis in time domains by using Bayesian networks	p. 741
Improving a fuzzy ANN model using correlation coefficients	p. 752
A sliding mode control using fuzzy-neural hierarchical multi-model identifier	p. 762
A method for creating ensemble neural networks using a sampling data approach	p. 772
Using fuzzy sets for coarseness representation in texture images	p. 783
Pattern classification model with T-fuzzy data	p. 793
Adjusting an environment to human behaviors based on biopsy information	p. 803
Sub-algebras of finite lattice implication algebra	p. 813
Semantics properties of compound evaluating syntagms	p. 822
Characteristic morphisms and models of fuzzy logic in a category of sets with similarities	p. 832
Fixed points and solvability of systems of fuzzy relation equations	p. 841
Towards a proof theory for basic logic	p. 850
MV-algebras with the Cantor-Bernstein property	p. 861
On Lukasiewicz logic with truth constants	p. 869
EQ-algebras in progress	p. 876
A fuzzy approach for the sequencing of didactic resources in educational adaptive hypermedia systems	p. 885
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