Soft Computing: Methodologies And... | Buy

This carefully edited book covers a wide range of application areas of soft computing such as 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 and especially hybrid systems combining methods from these fields, lead to successful industrial applications. The reader will find an interesting, inspiring and wide variety of soft computing techniques and applications in this book.

Part I Keynote Papers

Discovery of Fuzzy Temporal Associations in Multiple Data Streams

3

(14)

Thomas Sudkamp

Part II Applications of Soft Computing in Traffic and Transportation Systems

Soft Computing Applications in Traffic and Transport Systems: A Review

17

(10)

Erel Avineri

Estimation of Public Transport Trips By Feed Forward Back Propagation Artificial Neural Networks; A Case Study For Istanbul

27

(10)

H. Berk Celikoglu

Murat Akad

Clustering of Activity Patterns Using Genetic Algorithms

37

(16)

Ondrej Pribyl

A Mathematical Model for Evaluation of Information Effects in ATIS (Advanced Traveler Information Systems) Environment

53

(20)

Mauro Dell'Orco

Shinya Kikuchi

Part III Evolutionary Algorithms I

Interactive Evolutionary Computation in Identification of Dynamical Systems

73

(12)

Janos Abonyi

Janos Madar

Lajos Nagy

Ferenc Szeifert

Replacement Strategies to Maintain Useful Diversity in Steady-State Genetic Algorithms

85

(12)

Manuel Lozano

Francisco Herrera

Jose Ramon Cano

Hierarchical Modelling of Evolutionary Computation

97

(16)

Christian Veenhuis

Mario Koppen

Katrin Franke

An ALife-Inspired Evolutionary Algorithm for Dynamic Multiobjective Optimization Problems

113

(16)

P. Amato

M. Farina

Part IV Evolutionary Algorithms II

Optimum Tests Selection for Analog Circuits with the Use of Genetic Algorithm

129

(8)

Jerzy Rutkowski

Lukasz Zielinski

Bartlomiej Puchalski

Unsupervised Pixel Clustering in Multispectral Images by Genetic Programming

137

(14)

I. De Falco

A. Della Cioppa

E. Tarantino

A Genetic Programming System for Time Series Prediction and its Application to El Nino Forecast

151

(12)

I. De Falco

A. Della Cioppa

E. Tarantino

Evolutionary Optimization of Parametric Models: the Test Case of Combustion in a Diesel Engine

163

(16)

M. Farina

N. Cesario

D. Ruggiero

P. Amato

Part V Fuzzy Systems and Neural Networks

Rule Learning and Extraction Using a Hybrid Neural Network: A Case Study on Fault Detection and Diagnosis

179

(14)

Shing Chiang Tan

Chee Peng Lim

Applying the Potentiality of Using Fuzzy Logic in PID Control Design

193

(12)

T.C. Callai

J.E.S. Santos

R.R. Sumar

A.A.R. Coelho

Wavelet Neural Networks and Its Applications in Chaotic Systems Identification

205

(14)

Leandro dos Santos Coelho

Roger Calixto

Fuzzy Specializations and Aggregation Operator Design in Competence -- Based Human Resource Selection

219

(14)

Miguel-Angel Sicilia

Elena Garcia-Barriocanal

Rafael Alcalde

Part VI Data Analysis

Personalizing Information Services for Mobile Users

233

(14)

Wei-Po Lee

Detecting and Verifying Dissimilar Patterns in Unlabelled Data

247

(12)

Manolis Wallace

Phivos Mylonas

Stefanos Kollias

UPoet: A 3D Agent Able to Compose Short Poems

259

(12)

M. Lamarca

F. Zambetta

G. Catucci

F. Abbattista

A Study on the Combination of Evolutionary Algorithms and Stratified Strategies for Training Set Selection in Data Mining

271

(16)

Jose Ramon Cano

Francisco Herrera

Manuel Lozano

Part VII Soft Computing for Modeling, Optimization and Information Processing

Predictive Controller Tuning Using Modified Particle Swarm Optimization Based on Cauchy and Gaussian Distributions

287

(12)

Leandro dos Santos Coelho

Renato A. Krohling

A Realistic Information Retrieval Environment to Validate a Multiobjective GA-P Algorithm for Learning Fuzzy Queries

299

(12)

Oscar Cordon

Enrique Herrera-Viedma

Maria Luque

Felix Moya

Carmen Zarco

Evolutionary Learning of a Fuzzy Controller for Mobile Robotics

311

(12)

M. Mucientes

D.L. Moreno

A. Bugarin

S. Barro

Genetic Algorithm in Process Optimisation Problems

323

(12)

Victor Oduguwa

Ashutosh Tiwari

Rajkumar Roy

Author Index

335

(2)

Subject Index

337

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