Soft Computing in Industrial Applications : Algorithms, Integration, and Success Stories - Gao, X.Z.; Gaspar-Cunha, António.; Köppen, Mario; Wang, Jun.; Schaefer, Gerald; SpringerLink (Online service) (Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2010)
Soft Computing for Modeling, Control, and Optimization -- Optimization of Co-rotating Twin-Screw Extruders Using Pareto Local Search -- Efficient Predictive Control Algorithm Based on Fuzzy Hammerstein Models: A Case Study -- Selection of Points Inside Cutoff Radius by Scanning All Points Sorted in Memory -- Supervised Fuzzy Clustering Based Initialization of Fuzzy Partitions for Decision Tree Induction -- Fault Detection of the Tennessee Eastman Process Using Improved PCA and Neural Classifier -- New Evolutionary Methodologies -- Bare Bones Particle Swarm Applied to Parameter Estimation of Mixed Weibull Distribution -- Structural Optimization Using Harmony Search Algorithm -- Nash Dominance with Applications to Equilibrium Problems with Equilibrium Constraints -- A New Evolutionary Based Approach for Solving the Uncapacitated Multiple Allocation p-Hub Median Problem -- Soft Computing for Bioinformatics, Knowledge Management, and Data Mining -- Prediction of the hERG Potassium Channel Inhibition Potential with Use of the Artificial Neural Networks -- Michigan Style Fuzzy Classification for Gene Expression Analysis -- Feature Selection for Bankruptcy Prediction: A Multi-Objective Optimization Approach -- Dynamic Time Warping of Segmented Time Series -- Feature Selection Using Combine of Genetic Algorithm and Ant Colony Optimization -- 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 Inference -- Cost Effective 3D Localization for Low-Power WSN Based on Modified Sammon's Stress Function with Incomplete Distance Information -- Classification of Pressure Drop Devices of Proto Type Fast Breeder Reactor through Seven Layered Feed Forward Neural Network -- Music Visualization by Means of Comb Filter and Relaxation Time According to Human Perception -- GA/SVM for Diagnosis Sleep Stages Using Non-linear and Spectral Features -- 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-Means -- Distributed Multimedia Computing Using Intelligent Agents -- Object Recognition Using Simulated Evolution on Fourier Descriptors -- Special Session Soft Computing for Intelligent Control -- Embedding a KM Type Reducer for High Speed Fuzzy Controller into an FPGA -- An Application of Fuzzy Lyapunov Synthesis in the Design of Type-2 Fuzzy Logic Controllers -- Access Control and Resource Allocation for Peer-to-Peer Video Streaming Based on Fuzzy Logic -- Bio-inspired Optimization Methods of Fuzzy Logic Controllers Applied to Linear Plants -- Special Session Traffic and Transportation Systems -- An Adaptive Neuro-Fuzzy Inference System for Simulation of Pedestrians Behaviour at Unsignalized Roadway Crossings -- A Cellular Genetic Algorithm for Solving the Vehicle Routing Problem with Time Windows -- Fuzzy C-Means Based Stop Line and Crosswalk Placement at Right Turn Vehicle Exclusive Lane -- Surveys and Tutorials -- New Trends of Soft Computing Methods for Industrial and Biological Processes -- Evolutionary Multi-objective Optimisation of Business Processes -- Computational Intelligence in Speech and Audio Processing: Recent Advances.
Keywords: Computational intelligence; Artificial intelligence; Applied mathematics; Engineering mathematics; Industrial engineering; Production engineering; Computational Intelligence; Artificial Intelligence; Applications of Mathematics; Industrial and Production Engineering