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

Format:

Book

Contributor:

Reusch, B. (Bernd), editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

Lecture notes in computer science 0302-9743 ; 1226.

Lecture Notes in Computer Science, 0302-9743 ; 1226

Language:

English

Subjects (All):

Artificial intelligence.

Logic, Symbolic and mathematical.

Computers.

Optical data processing.

Computational complexity.

Artificial Intelligence.

Mathematical Logic and Formal Languages.

Computation by Abstract Devices.

Image Processing and Computer Vision.

Complexity.

Local Subjects:

Artificial Intelligence.

Mathematical Logic and Formal Languages.

Computation by Abstract Devices.

Image Processing and Computer Vision.

Complexity.

Physical Description:

1 online resource (XIV, 609 pages).

Edition:

First edition 1997.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 1997.

System Details:

text file PDF

Summary:

This book constitutes the refereed proceedings of the International Conference on Computational Intelligence held in Dortmund, Germany, as the 5th Fuzzy Days, in April 1997. Besides three invited contributions, the book presents 53 revised full papers selected from a total of 130 submissions. Also included are 35 posters documenting a broad scope of applications of computational intelligence techniques in a variety of areas. The volume addresses all current issues in computational intelligence, e.g. fuzzy logic, fuzzy control, neural networks, evolutionary algorithms, genetic programming, neuro-fuzzy systems, adaptation and learning, machine learning, et cetera.

Contents:

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 having load asymmetry by using fuzzy logic controller

Fuzzy partitions in learning from examples

Economic forecasting using Genetic Algorithms

Interactive Genetic Algorithms and Evolution based Cooperative Problem-Solving

A fuzzy model based control of well mixed reactor with cooling jacket

Optimizing video signal processing algorithms by evolution strategies

An example for decision support in insurance

Fuzzy identification of distributed components

Neural control of a nonlinear elastic two-mass system

A learning fuzzy system for predicting overshootings in process control

ANN - based power unit protective system

A scheduling problem with multicriteria evaluation

Hardware implementation of a mixed analog-digital neural network

A fuzzy segmentation method for digital substract angiograms analysis

Application of genetic algorithms to computer assignment problem in distributed hard real-time systems

Local search for computing normal circumstances models (abstract)

A graphical tool for implementing Neural Networks for digital Signal Processing on Parallel computers

Fuzzy guidance controller for paraglider

An efficient algorithm approximately solving the General routing Problem in Graphs

Design of a method for machine scheduling for core blowers in foundries

Paragen II: Evolving parallel transformation rules

Alarm optimising by fuzzy logic in preterm infants monitoring

Supervised learning of fuzzy tree hypotheses

A fuzzy neural network sensor for fermentation processes

Convex fuzzy restriction

Genetic programming in optimization of Algorithms

Application of fuzzy logic in solving problems from the area of reliability and maintenance of aircraft systems

A fuzzy based texture retrieval system that considers psychological aspects

Neuro-fuzzy approach for electro-discharge sinking process control

Simulation of analogue electronic circuits using fuzzy curves

Correlated activity pruning (CAPing)

Fuzzy control design of an activated sludge plant

Use of fuzzy objects for statistical description of discrete systems with complex behavior

On applying genetic algorithms to an intelligent sliding-mode control system training

Neural networks and edge detection

Design elements of EHW using GA with local improvement of chromosomes

ANN and Fuzzy logic applied to control of disturbances in mechatronics system.

Other Format:

Printed edition:

ISBN:

978-3-540-69031-3

9783540690313

Access Restriction:

Restricted for use by site license.