Résumé
From the foreword by Janusz Kacprzyk
Besides the theory and application of fuzzy control, original results on special problems in fuzzy sets theory, like simulation, problems of measurement, connectives in fuzzy logic, neural network and genetic approaches, are presented.
Contents
Introductory Sections: From Computing Numbers to
Computing with Words
- From Manipulation of Measurements to Manipulation of
Perceptions;
- Fractal Logics Versus Fuzzy Logics;
- Knowledge Representation Using Fuzzy Logic Based
Characteristics.
Fuzzy Sets Theory: On t-Norms as Basic Connectives for Fuzzy Logic;
- Generalized Parametric Conjunction Operations in Fuzzy
Modeling;
- the Equality of Inference Results Using Fuzzy
Implication and Conjunctive Interpretations of the If Then
Rules Under Defuzzification;
- Adaptive Information Systme for Multivariate Data
Approximation Problems;
- FGCounts of Fuzzy Sets with Triangular Norms;
- On the Approximate Solution of Fuzzy Equation
Systems;
- Using Fuzzy Parasets in Problem-Solving Under
Uncertainty;
- On the Change of the Distribution Shape of Randomized
Fuzzy Variables by Filtering Over Compatibility
Degrees;
- On Optimization with Fuzzy Constraint Conditions.
Fuzzy Control Theory: Inference Methods for Partially Redundant Rule Bases;
- Analysis and Design of Fuzzy PID Controller Based on
Classical PID;
- Expert Methods in the Theory of Automatic
Control;
- Comparative Analysis of Classical and Fuzzy PID
Algorithms;
- Non-Fuzzy Knowledge-Rule-Based Controllers and their
Optimisation by Means of Genetic Algorithms;
- A New Method of Fuzzy Petri Net Synthesis and its
Application for Control Systems Design.
Fuzzy Control Applications: Improving Control Behaviour with Set-Point Pre-Processors;
- Automation of Process Pretuning by a Fuzzy-Similar
Method;
- Selection of Mathematics Model for Daily Diagram
Prediction According to Box-Jenkins Method;
- The Application of Fuzzy Set to Analysis of Cultural
Meaning;
- Natural Language Input for Fuzzy Diagnosis.
Nuero-Fuzzy Systems and Genetic Algorithms: Neural Network Architecture of Fuzzy Systems;
- A Neuro-Fuzzy Inference System Optimized by
Deterministic Annealing;
- Neuro-Fuzzy Detector for Industrial Process; Fuzzy
Setting of GA Parameters;
- Self-Learning Fuzzy Models and Neural Models in
Environment Prediction;
- Fuzzy Stochastic Multistage Decision Process with
Implicitly Given Termination Time.
Diagnosis, Monitoring, and Decision Support Systems: Fuzzy Time Series Analysis;
- Fuzzy Modelling of Heart Rate Variability;
- Fuzzy Approach to Combining Parallel Experts
Response;
- Fuzzy Modeling of Dynamic Non-Linear Processes
Design and Analysis of Structures;
- Fuzzy Modeling of Uncertainty in Decision Support
System for Electric Power System Planning;
- Application of the FSOM to Machine Vibration
Monitoring;
- Near-Term Forecasting of Drilling Cost of Borehole by
Fuzzy Logic .
Caractéristiques techniques
PAPIER | |
Éditeur(s) | Springer |
Auteur(s) | Hampel |
Parution | 01/08/2000 |
Nb. de pages | 410 |
Format | 15,5 x 23,5 |
Couverture | Broché |
Poids | 632g |
Intérieur | Noir et Blanc |
EAN13 | 9783790813272 |
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