عنوان

Advances in Soft Computing :

1447137442

9781447137443

b544102

Advances in Soft Computing :

[Book]

Engineering Design and Manufacturing

edited by Jose Manuel Benítez, Oscar Cordón, Frank Hoffmann, Rajkumar Roy.

London

Springer London

2003

(xii, 385 pages)

Fault Diagnosis of Air-conditioning System Using CMAC Neural Network Approach --;Prototypes Stability Analysis in the Design of Radial Basis Function Neural Networks --;Canadian Weather Analysis Using Connectionist Learning Paradigms --;Application of Neural Networks and Expert Systems in a hierarchical approach to the intelligent greenhouse control --;Artificial Neural Networks Design using Evolutionary Algorithms --;TACDSS: Adaptation Using a Hybrid Neuro-Fuzzy System --;Visual Inspection of Fuzzy Clustering Results --;Benchmark Between Three Controllers in IFOC: PI, IP and New Fuzzy-PI Regulator --;Determining the Model Order of Nonlinear Input-Output Systems by Fuzzy Clustering --;Fuzzy Self-Organizing Map based on Regularized Fuzzy c-means Clustering --;Outline Representation of Fonts Using Genetic Approach --;Process-Oriented Plant Layout Design using a Fuzzy Set Decomposition Algorithm --;A Fuzzy Colour Image Segmentation Applied to Robot Vision --;Applying Rule Weight Derivation to Obtain Cooperative Rules --;XML based Modelling of Soft Computing Methods --;Intelligent information retrieval: some research trends --;Representation of Concept Specialization Distance through Resemblance Relations --;Kernel-based Face Recognition by a Reformulation of Kernel Machines --;Face Recognition Using Multi Log-Polar Images and Gabor Filters --;Performance Analysis of Statistical Classifier SMO with other Data Mining Classifiers --;Two term-layers: an alternative topology for representing term relationships in the Bayesian Network Retrieval Model --;C-FOCUS: A continuous extension of FOCUS --;2D Image registration with iterated local search --;Evolutionary Multiobjective Optimization: Current and Future Challenges --;Function Finding and the Creation of Numerical Constants in Gene Expression Programming --;A Hybrid Genetic Algorithm for Multi-Hypothesis Tracking --;Differential Evolution Algorithm With Adaptive Control Parameters --;A Distributed-Population GA for Discovering Interesting Prediction Rules --;Confidence interval based crossover using a L1 norm localization estimator for real-coded genetic algorithms --;Cooperative Particle Swarm Optimization for Robust Control System Design --;1-D Parabolic Search Mutation --;Global optimization of climate control problems using evolutionary and stochastic algorithms --;A Hybrid CHC Genetic Algorithm for Macro Cell Global Routing --;Genetic Models for the Rational Exploitation of Resources --;Discrete Variable Structure Control Design based on Lamarckian Evolution --;GA-P Based Search of Structures and Parameters of Dynamical Process Models --;Author Index.

This collection of keynote papers, presented at the 7th On-line World Conference on Soft Computing in Engineering Design and Manufacturing, provides a comprehensive overview of recent advances in fuzzy, neural and evolutionary computing techniques and applications in engineering design and manufacturing.

Computer science.

Computer-aided design.

Engineering.

edited by Jose Manuel Benítez, Oscar Cordón, Frank Hoffmann, Rajkumar Roy.

Frank Hoffmann

Jose Manuel Benítez

Oscar Cordón

Rajkumar Roy

[Book]

Y