Computational Intelligence. Theory and Applications: International Conference, 5th Fuzzy Days, Dortmund, Germany, April 28-30, 1997 Proceedings

摘要

A global representation scheme for genetic algorithms.- Genetic algorithms, schemata construction and statistics.- Adaptive non-uniform mutation for genetic algorithms.- Structure identification of functional-type fuzzy models with application to modelling nonlinear dynamic plants.- Identification of systems using radial basis networks feedbacked with FIR filters.- A novel neurocomputing approach to nonlinear stochastic state estimation.- A toolset for the design of analogous fuzzy-hardware.- Genetic algorithms with optimal structure applied to Evolvable HardWare (EHW).- Position control system with fuzzy microprocessor AL220.- Fuzzy-neural computing systems: Recent developments and future directions.- Optimizing the self-organizing-process of topology maps.- Syntactical Self-Organizing Map.- On-line learning based on adaptive similarity and fixed size rule base.- Ability of Fuzzy Constraint Networks to reduce the dynamic of changes in product development.- A novel neural network technique for modelling data containing multiple functions.- Using Genetic Engineering to find modular structures and activation functions for architectures of Artificial Neural Networks.- Genetic Algorithms for solving Systems of Fuzzy Relational Equations.- On the chaining of fuzzy IF-THEN rule bases interpreted by the principle FATI II. The case of non-singleton inputs.- Chaining syllogism applied to fuzzy IF-THEN rules and rule bases.- Computational properties of fuzzy logic deduction.- Fuzzy diagnosis of float-glass production furnace.- Application of fuzzy control to fed-batch yeast fermentation.- Adaptation, learning, and evolutionary computing for intelligent robots.- About Linguistic Negation of Nuanced Property in declarative modeling in image synthesis.- Fuzzy clustering and images reduction.- Predicates and superimposed coding: An application to image recognition.- Locally adaptive fuzzy image enhancement.- Fuzzy modeling of conceptual spaces.- Construction of a fuzzy model with few examples.- Rare fault detection by possibilistic reasoning.- Fuzzy zeroes and indistinguishability of real numbers.- Detection of sleep with new preprocessing methods for EEG analysing.- Application of evolutionary algorithms to the problem of new clustering of psychological categories using real clinical data sets.- Forecasting sales using neural networks.- Word-concept clusters in a legal document collection.- A retrospective view and outlook on evolutionary algorithms.- A self tuning fuzzy controller.- A new type of fuzzy logic system for adaptive modelling and control.- Scalar optimization with linear and NOnlinear Constraints using EVOlution Strategies.- Continuous control of a synchronous generator's active and reactive power connected to network by using fuzzy neural networks algorithms.- Design of adaptive fuzzy controller for bolu highway tunnel ventilation system.- Layered neural networks as universal approximators.- Fuzzy backpropagation training of neural networks.- Fuzzy and neural network controller - a new tool for stability analysis.- Evolution strategies applied to controls on a two axis robot.- Purposeful and reactive navigation based on qualitative path planning and fuzzy logic.- Application of the approximate fuzzy reasoning based on interpolation in the vague environment of the fuzzy rulebase in the fuzzy logic controlled path tracking strategy of differential steered AGVs.- An approach for data analysis and forecasting with neuro fuzzy systems - Demonstrated on flood events at river Mosel.- Identification of Waste Water Treatment Plant using Neural Networks.- Fuzzy logic based control of Switched Reluctance Motor to reduce torque ripple.- Fuzzy logic control of high voltage DC transmission system.- Compensation for unbalances at magnetic bearings.- Supervised classification of remotely sensed images based on fuzzy sets.- An adjusted evolutionary algorithm for the optimization of fuzzy controllers.- Power factor correction in power systems