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Soft computing : methodologies and applications

Author: Frank Hoffmann
Publisher: Berlin ; New York : Springer, 2005.
Series: Advances in soft computing.
Edition/Format:   eBook : Document : Conference publication : English : 1st edView all editions and formats
Summary:
"This book covers a wide range of application areas of soft computing like optimization, data analysis and data mining, fault diagnosis, control as well as traffic and transportation systems. It contains 25 revised contributions from the 8th Online World Conferences on Soft Computing (WSC8). The collected papers show how the major soft computing techniques, fuzzy systems, neural networks and evolutionary algorithms  Read more...
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Genre/Form: Electronic books
Conference papers and proceedings
Congresses
Additional Physical Format: Print version:
Soft computing.
Berlin ; New York : Springer, 2005
(DLC) 2005925479
(OCoLC)61430047
Material Type: Conference publication, Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Frank Hoffmann
ISBN: 3540257268 9783540257264 9783540324003 3540324003 1280610425 9781280610424
OCLC Number: 78601837
Description: 1 online resource (xxxi, 338 pages) : illustrations.
Contents: Keynote Papers --
Discovery of Fuzzy Temporal Associations in Multiple Data Streams --
Applications of Soft Computing in Traffic and Transportation Systems --
Soft Computing Applications in Traffic and Transport Systems: A Review --
Estimation of Public Transport Trips By Feed Forward Back Propagation Artificial Neural Networks; A Case Study For Istanbul --
Clustering of Activity Patterns Using Genetic Algorithms --
A Mathematical Model for Evaluation of Information Effects in ATIS (Advanced Traveler Information Systems) Environment --
Evolutionary Algorithms I --
Interactive Evolutionary Computation in Identification of Dynamical Systems --
Replacement Strategies to Maintain Useful Diversity in Steady-State Genetic Algorithms --
Hierarchical Modelling of Evolutionary Computation --
An ALife-Inspired Evolutionary Algorithm for Dynamic Multiobjective Optimization Problems --
Evolutionary Algorithms II --
Optimum Tests Selection for Analog Circuits with the Use of Genetic Algorithm --
Unsupervised Pixel Clustering in Multispectral Images by Genetic Programming --
A Genetic Programming System for Time Series Prediction and Its Application to El Niño Forecast --
Evolutionary Optimization of Parametric Models: the Test Case of Combustion in a Diesel Engine --
Fuzzy Systems and Neural Networks --
Rule Learning and Extraction Using a Hybrid Neural Network: A Case Study on Fault Detection and Diagnosis --
Applying the Potentiality of Using Fuzzy Logic in PID Control Design --
Wavelet Neural Networks and Its Applications in Chaotic Systems Identification --
Fuzzy Specializations and Aggregation Operator Design in Competence --
Based Human Resource Selection --
Data Analysis --
Personalizing Information Services for Mobile Users --
Detecting and Verifying Dissimilar Patterns in Unlabelled Data --
UPoet: A 3D Agent Able to Compose Short Poems --
A Study on the Combination of Evolutionary Algorithms and Stratified Strategies for Training Set Selection in Data Mining --
Soft Computing for Modeling, Optimization and Information Processing --
Predictive Controller Tuning Using Modified Particle Swarm Optimization Based on Cauchy and Gaussian Distributions --
A Realistic Information Retrieval Environment to Validate a Multiobjective GA-P Algorithm for Learning Fuzzy Queries --
Evolutionary Learning of a Fuzzy Controller for Mobile Robotics --
Genetic Algorithm in Process Optimisation Problems.
Series Title: Advances in soft computing.
Responsibility: Frank Hoffmann [and others] (eds).
More information:

Abstract:

The series of Online World Conferences on Soft Computing (WSC) is organized by the World Federation of Soft Computing (WFSC) and has become an established annual event in the academic calendar and  Read more...

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