Soft Computing in Industrial Applications (eBook)

Preface 6
WSC 14 Organization 11
Contents 21
Soft Computing for Modeling, Control, and Optimization 26
Optimization of Co-rotating Twin-Screw Extruders Using Pareto Local Search 27
Efficient Predictive Control Algorithm Based on Fuzzy Hammerstein Models: A Case Study 35
Selection of Points Inside Cutoff Radius by Scanning All Points Sorted in Memory 45
Supervised Fuzzy Clustering Based Initialization of Fuzzy Partitions for Decision Tree Induction 54
Fault Detection of the Tennessee Eastman Process Using Improved PCA and Neural Classifier 63
New Evolutionary Methodologies 73
Bare Bones Particle Swarm Applied to Parameter Estimation of Mixed Weibull Distribution 74
Structural Optimization Using Harmony Search Algorithm 82
Nash Dominance with Applications to Equilibrium Problems with Equilibrium Constraints 91
A New Evolutionary Based Approach for Solving the Uncapacitated Multiple Allocation p-Hub Median Problem 100
Soft Computing for Bioinformatics, Knowledge Management, and Data Mining 108
Prediction of the hERG Potassium Channel Inhibition Potential with Use of the Artificial Neural Networks 109
Michigan Style Fuzzy Classification for Gene Expression Analysis 118
Feature Selection for Bankruptcy Prediction: A Multi- Objective Optimization Approach 126
Dynamic TimeWarping of Segmented Time Series 133
Feature Selection Using Combine of Genetic Algorithm and Ant Colony Optimization 142
Soft Computing for Image and Signal Processing, and Pattern Recognition 151
Fully Automatic Boundary Extraction of Coronary Plaque in IVUS Image by Anisotropic Diffusion and T-S Type Fuzzy Inference 152
Cost Effective 3D Localization for Low-Power WSN Based on Modified Sammon’s Stress Function with Incomplete Distance Information 161
Classification of Pressure Drop Devices of Proto Type Fast Breeder Reactor through Seven Layered Feed Forward Neural Network 169
Music Visualization by Means of Comb Filter and Relaxation Time According to Human Perception 177
GA/SVM for Diagnosis Sleep Stages Using Non- linear and Spectral Features 186
Special Session Soft Computing in Computer Graphics, Imaging, and Vision 196
Prostate Boundary Detection in Ultrasound Images Based on Type- II Fuzzy Sets and Modified Fuzzy C- Means 197
Distributed Multimedia Computing Using Intelligent Agents 206
Object Recognition Using Simulated Evolution on Fourier Descriptors 214
Special Session Soft Computing for Intelligent Control 223
Embedding a KM Type Reducer for High Speed Fuzzy Controller into an FPGA 224
An Application of Fuzzy Lyapunov Synthesis in the Design of Type-2 Fuzzy Logic Controllers 236
Access Control and Resource Allocation for Peer- to- Peer Video Streaming Based on Fuzzy Logic 244
Bio-inspired Optimization Methods of Fuzzy Logic Controllers Applied to Linear Plants 252
Special Session Traffic and Transportation Systems 260
An Adaptive Neuro-Fuzzy Inference System for Simulation of Pedestrians Behaviour at Unsignalized Roadway Crossings 261
A Cellular Genetic Algorithm for Solving the Vehicle Routing Problem with Time Windows 269
Fuzzy C-Means Based Stop Line and Crosswalk Placement at Right Turn Vehicle Exclusive Lane 277
Surveys and Tutorials 286
New Trends of Soft Computing Methods for Industrial and Biological Processes 287
Evolutionary Multi-objective Optimisation of Business Processes 296
Computational Intelligence in Speech and Audio Processing: Recent Advances 305
Author Index 314
Subject Index 316