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Soft Computing in Industrial Applications : Algorithms, Integration, and Success Stories - X.Z. Gao

Soft Computing in Industrial Applications

Algorithms, Integration, and Success Stories

By: X.Z. Gao (Editor), Antonio Gaspar-Cunha (Editor), Mario Koppen (Editor), Jun Wang (Editor), Gerald Schaefer (Editor)

Paperback

Published: 15th July 2010
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The 14th onlineWorld Conference on Soft Computing in Industrial Applications provides a unique opportunity for soft computing researchers and practitioners to publish high quality papers and discuss research issues in detail without incurring a huge cost. The conference has established itself as a truly global event on the Internet. The quality of the conference has improved over the years. The WSC14 conference has covered new trends in soft computing to state of the art applications. The conference has also added new features such as community tools, syndication, and multimedia online presentations.

Soft Computing for Modeling, Control, and Optimization
Optimization of Co-rotating Twin-Screw Extruders Using Pareto Local Searchp. 3
Efficient Predictive Control Algorithm Based on Fuzzy Hammerstein Models: A Case Studyp. 11
Selection of Points Inside Cutoff Radius by Scanning All Points Sorted in Memoryp. 21
Supervised Fuzzy Clustering Based Initialization of Fuzzy Partitions for Decision Tree Inductionp. 31
Fault Detection of the Tennessee Eastman Process Using Improved PCA and Neural Classifierp. 41
New Evolutionary Methodologies
Bare Bones Particle Swarm Applied to Parameter Estimation of Mixed Weibull Distributionp. 53
Structural Optimization Using Harmony Search Algorithmp. 61
Nash Dominance with Applications to Equilibrium Problems with Equilibrium Constraintsp. 71
A New Evolutionary Based Approach for Solving the Uncapacitated Multiple Allocation p-Hub Median Problemp. 81
Soft Computing for Bioinformatics, Knowledge Management, and Data Mining
Prediction of the hERG Potassium Channel Inhibition Potential with Use of the Artificial Neural Networksp. 91
Michigan Style Fuzzy Classification for Gene Expression Analysisp. 101
Feature Selection for Bankruptcy Prediction: A Multi-Objective Optimization Approachp. 109
Dynamic Time Warping of Segmented Time Seriesp. 117
Feature Selection Using Combine of Genetic Algorithm and Ant Colony Optimizationp. 127
Soft Computing for Image and Signal Processing, and Pattern Recognition
Fully Automatic Boundary Extraction of Coronary Plaque in IVUS Image by Anisotropic Diffusion and T-S Type Fuzzy Inferencep. 139
Cost Effective 3D Localization for Low-Power WSN Based on Modified Sammon's Stress Function with Incomplete Distance Informationp. 149
Classification of Pressure Drop Devices of Proto Type Fast Breeder Reactor through Seven Layered Feed Forward Neural Networkp. 157
Music Visualization by Means of Comb Filter and Relaxation Time According to Human Perceptionp. 165
GA/SVM for Diagnosis Sleep Stages Using Non-linear and Spectral Featuresp. 175
Special Session Soft Computing in Computer Graphics, Imaging, and Vision
Prostate Boundary Detection in Ultrasound Images Based on Type-II Fuzzy Sets and Modified Fuzzy C-Meansp. 187
Distributed Multimedia Computing Using Intelligent Agentsp. 197
Object Recognition Using Simulated Evolution on Fourier Descriptorsp. 205
Special Session Soft Computing for Intelligent Control
Embedding a KM Type Reducer for High Speed Fuzzy Controller into an FPGAp. 217
An Application of Fuzzy Lyapunov Synthesis in the Design of Type-2 Fuzzy Logic Controllersp. 229
Access Control and Resource Allocation for Peer-to-Peer Video Streaming Based on Fuzzy Logicp. 237
Bio-inspired Optimization Methods of Fuzzy Logic Controllers Applied to Linear Plantsp. 245
Special Session Traffic and Transportation Systems
An Adaptive Neuro-Fuzzy Inference System for Simulation of Pedestrians Behaviour at Unsignalized Roadway Crossingsp. 225
A Cellular Genetic Algorithm for Solving the Vehicle Routing Problem with Time Windowsp. 263
Fuzzy C-Means Based Stop Line and Crosswalk Placement at Right Turn Vehicle Exclusive Lanep. 271
Surveys and Tutorials
New Trends of Soft Computing Methods for Industrial and Biological Processesp. 283
Evolutionary Multi-objective Optimisation of Business Processesp. 293
Computational Intelligence in Speech and Audio Processing: Recent Advancesp. 303
Author Indexp. 313
Subject Indexp. 315
Table of Contents provided by Ingram. All Rights Reserved.

ISBN: 9783642112812
ISBN-10: 3642112811
Series: Advances in Intelligent and Soft Computing
Audience: Professional
Format: Paperback
Language: English
Number Of Pages: 300
Published: 15th July 2010
Publisher: Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
Country of Publication: DE
Dimensions (cm): 23.5 x 15.5  x 2.03
Weight (kg): 0.58