Soft Computing in Industrial Applications (eBook)

Preface 6
Mesage from the WSC11 General Chair and Program Chair 7
WSC11 Organization and International Program Commitee 8
Contents 10
Hybrid Dynamic Systems in an Industry Design Application 14
Soft Computing in Computer Graphics, Imaging and Vision 30
Object Recognition Using Particle Swarm Optimization on Fourier Descriptors 31
Gestix: A Doctor-Computer Sterile Gesture Interface for Dynamic Environments 42
Differential Evolution for the Registration of Remotely Sensed Images 52
Geodesic Distance Based Fuzzy Clustering 62
Control Systems 72
Stability Analysis of the Simplest Takagi-Sugeno Fuzzy Control System Using Popov Criterion 73
Identification of an Experimental Process by B-Spline Neural Network Using Improved Differential Evolution Training 82
Applying Particle Swarm Optimization to Adaptive Controller 92
B-Spline Neural Network Using an Artificial Immune Network Applied to Identification of a Ball- and- Tube Prototype 102
Pattern Recognition 112
Pattern Recognition for Industrial Security Using the Fuzzy Sugeno Integral and Modular Neural Networks 113
Application of a GA/Bayesian Filter-Wrapper Feature Selection Method to Classification of Clinical Depression from Speech Data 123
Comparison of PSO-Based Optimized Feature Computation for Automated Configuration of Multi- sensor Systems 130
Evaluation of Objective Features for Classification of Clinical Depression in Speech by Genetic Programming 140
A Computationally Efficient SUPANOVA: Spline Kernel Based Machine Learning Tool 152
Classification 164
Multiobjective Genetic Programming Feature Extraction with Optimized Dimensionality 165
A Cooperative Learning Model for the Fuzzy ARTMAP- Dynamic Decay Adjustment Network with the Genetic Algorithm 175
A Modified Fuzzy Min-Max Neural Network and Its Application to Fault Classification 185
AFC-ECG: An Adaptive Fuzzy ECG Classifier 195
A Self-organizing Fuzzy Neural Networks 206
Soft Computing for Modeling, Optimization and Information Processing 217
A Particle Swarm Approach to Quadratic Assignment Problems 218
Population-Based Incremental Learning for Multiobjective Optimisation 228
Combining of Differential Evolution and Implicit Filtering Algorithm Applied to Electromagnetic Design Optimization 238
A Layered Matrix Cascade Genetic Algorithm and Particle Swarm Optimization Approach to Thermal Power Generation Scheduling 246
Differential Evolution for Binary Encoding 256
Soft Computing in Civil Engineering and Other Applications 268
Prioritization of Pavement Stretches Using Fuzzy MCDM Approach – A Case Study 269
A Memetic Algorithm for Water Distribution Network Design 283
Neural Network Models for Air Quality Prediction: A Comparative Study 294
Recessive Trait Cross over Approach of GAs Population Inheritance for Evolutionary Optimization 310
Automated Prediction of Solar Flares Using Neural Networks and Sunspots Associations 320
Keyword Index 329
Author Index 331