Advances in Soft Computing

Benitez, J.M.; Cordon, O.; Hoffmann, F.; Roy, R. (Eds.)

Table of Contents

Session: Neural Networks and Neuro-Fuzzy Systems

Fault Diagnosis of Air-conditioning system Using CMAC Neural Network Approach
Chin-Pao Hung, Mang-Hui Wang
p. 1

Prototypes Stability Analysis in the Design of Radial Basis Function Neural Networks
Lino Ramirez, Witold Pedrycz
p. 13

Canadian Weather Analysis Using Connectionist Learning Paradigms
Imran Maqsood, Muhammad Riaz Khan, Ajith Abraham
p. 21

Application of Neural Networks and Expert Systems in a hierarchical approach to the intelligent greenhouse control
J.V. Capella, A. Bonastre, R. Ors
p. 33

Artificial Neural Networks Design using Evolutionary Algorithms
P.A. Castillo, M.G. Arenas, J.J. Castillo-Valdivieso, J.J. Merelo, A. Prieto, G. Romero
p. 43

TACDSS: Adaptation Using a Hybrid Neuro-Fuzzy System
Cong Tran, Ajith Abraham, Lakhmi Jain
p. 53

Session: Fuzzy Systems

Visual Inspection of Fuzzy Clustering Results
Frank Klawonn, Vera Checkhtman, Edgar Janz
p. 65

Benchmark Between Three Controllers in IFOC: PI, IP and New Fuzzy-PI Regulators
Jean-Camille de Barros
p. 77

Determining the Model Order of Nonlinear Input-Output Systems by Fuzzy Clustering
Balazs Feil, Janos Abonyi, Ferenc Szeifert
p. 89

Fuzzy Self-Organizing Map based on Regularized Fuzzy c-means Clustering
Janos abonyi, Sandor Migaly and Ferenc Szeifert
p. 99

Outline Representation of Fonts Using Genetic Approach
Muhammad Sarfraz
p. 109

Process-Oriented Plant Layout Design using a Fuzzy Set Decomposition Algorithm
Erel Avineri, Prakhar Vaish
p. 119

A Fuzzy Colour Image Segmentation Applied to Robot Vision
J. Chamorro-Martínez, D. Sánchez and B. Prados-Suárez
p. 129

Applying Rule Weight Derivation to Obtain Cooperative Rules
R. Alcalá, J. Casillas, O. Cordón, F. Herrera
p. 139

XML based Modelling of Soft Computing Methods
Christian Veenhuis, Mario Köppen
p. 149

Session: Miscellaneous

Intelligent information retrieval: some research trends
Gabriella Pasi
p. 159

Representation of Concept Specialization Distance through Resemblance Relations
Miguel-Ángel Sicilia, elena García, Paloma Díaz, Ignacio Aedo
p. 173

Kernel-based Face Recognition by a Reformulation of Kernel Machines
Pablo Navarrete, Javier Ruiz del Solar
p. 183

Face Recognition Using Multi Log-Polar Images and Gabor Filters
María José Escobar, Javier Ruiz-del-Solar, José Rodriguez
p. 197

Performance Analysis of Statistical Classifier SMO with other Data Mining Classifiers
A B M Shawkat Ali
p. 205

Two term-layers: an alternative topology for representing term relationships in the Bayesian Network Retrieval Model
Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete
p. 213

C-FOCUS: A continuous extension of FOCUS
Antonio Arauzo, Jose Manuel Benítez, Juan Luis Castro
p. 225

2D Image registration with iterated local search
Oscar Cordón, Sergio Damas, Eric Bardinet
p. 233

Session: Evolutionary Computation I

Evolutionary Multiobjective Optimization: Current and Future Callenges
Carlos A. Coello Coello
p. 243

Function Finding and the Creation of Numerical Constants in Gene Expression Programming
Candida Ferreira
p. 257

A Hybrid Genetic Algorithm for Multi-Hypothesis Tracking
T.R. Vishnu Arun Kumar
p. 267

Differential Evolution Algorithm With Adaptive Control Parameters
Junhong Liu, Jouni Lampinen
p. 277

A Distributed-Population GA for Discovering Interesting Prediction Rules
Edgar Noda, Alex Alves Freitas, Akebo Yamakami
p. 287

Confidence interval based crossover using L₁ norm localization estimator for real-coded genetic algorithms
César Hervás-Martínez, Nicolás García-Pedrajas, Domingo Ortiz-Boyer
p. 297

Cooperative Particle Swarm Optimization for Robust Control System Design
Renato A. Krohling, Leandro dos S. Coelho, Yuhui Shi
p. 307

1-D Parabolic Search Mutation
C. Robertson & R.B. Fisher
p. 317

Session: Evolutionary Computation II

Global optimization of climate control problems using evolutionary and atochsatic algorithms
Carmen G. Moles, Adam S. Lieber, Julio R. Banga, Klaus Keller
p. 331

A Hybrid CHC Genetic Algorithm for Macro Cell global Routing
G. andal Jayalakshmi, S. Sowmyalakshmi, R. Rajaram
p. 343

Genetic Models for the Rational Exploitation of Resources
Adina Florea, Cosmin Carabelea
p. 351

Discrete Variable Structure Control Design based on Lamarckian Evolution
Leandro dos Santos Coelho, Renato A. Krohling
p. 361

GA-P Based Search of Sctructures and Parameters of Dynamical Process Models
López, A.M., López, H., Sánchez, L.
p. 371