Analysis and Design of Intelligent Systems Using Soft Computing Techniques (Paperback)

Fuzzy Logic as the Logic of Natural Languages.- Fuzzy Logic as the Logic of Natural Languages.- I: Type-2 Fuzzy Logic: Theory and Applications.- A Method for Response Integration in Modular Neural Networks with Type-2 Fuzzy Logic for Biometric Systems.- Evolving Type-2 Fuzzy Logic Controllers for Autonomous Mobile Robots.- Adaptive Type-2 Fuzzy Logic for Intelligent Home Environment.- Interval Type-1 Non-singleton Type-2 TSK Fuzzy Logic Systems Using the Hybrid Training Method RLS-BP.- An Efficient Computational Method to Implement Type-2 Fuzzy Logic in Control Applications.- Building Fuzzy Inference Systems with the Interval Type-2 Fuzzy Logic Toolbox.- Evolutionary Computing for Topology Optimization of Type-2 Fuzzy Systems.- II: Fuzzy Clustering: Theory and Applications.- Comparison of the Performance of Seven Classifiers as Effective Decision Support Tools for the Cytodiagnosis of Breast Cancer: A Case Study.- MFCM for Nonlinear Blind Channel Equalization.- Fuzzy Rules Extraction from Support Vector Machines for Multi-class Classification.- Density Based Fuzzy Support Vector Machines for Multicategory Pattern Classification.- A Modified FCM Algorithm for Fast Segmentation of Brain MR Images.- Incorporation of Non-euclidean Distance Metrics into Fuzzy Clustering on Graphics Processing Units.- Fuzzy C-Means, Gustafson-Kessel FCM, and Kernel-Based FCM: A Comparative Study.- Improved Fuzzy C-Means Segmentation Algorithm for Images with Intensity Inhomogeneity.- III: Intelligent Identification and Control.- A Fuzzy-Neural Hierarchical Multi-model for Systems Identification and Direct Adaptive Control.- Robust Speed Controller Design Method Based on Fuzzy Control for Torsional Vibration Suppression in Two-Mass System.- Self-organizing Fuzzy Controller Based on Fuzzy Neural Network.- Decision Making Strategies for Real-Time Train Dispatch and Control.- Soft Margin Training for Associative Memories Implemented by Recurrent Neural Networks.- IV: Time Series Prediction.- Modular Neural Networks with Fuzzy Integration Applied for Time Series Forecasting.- Predicting Job Completion Time in a Wafer Fab with a Recurrent Hybrid Neural Network.- A Hybrid ANN-FIR System for Lot Output Time Prediction and Achievability Evaluation in a Wafer Fab.- M-Factor High Order Fuzzy Time Series Forecasting for Road Accident Data.- Fuzzy Time Series: A Realistic Method to Forecast Gross Domestic Capital of India.- Design of Modular Neural Networks with Fuzzy Integration Applied to Time Series Prediction.- V: Pattern Recognition.- Characterize the Parameters of Genetic Algorithms Based on Zernike Polynomials for Recovery of the Phase of Interferograms of Closed Fringes Using Hybrid Technique.- Rotated Coin Recognition Using Neural Networks.- Selected Problems of Intelligent Handwriting Recognition.- 3-D Object Recognition Using an Ultrasonic Sensor Array and Neural Networks.- Soft System for Road Sign Detection.- Nonlinear Neuro-fuzzy Network for Channel Equalization.- On the Possibility of Reliably Constructing a Decision Support System for the Cytodiagnosis of Breast Cancer.- Spatial Heart Simulation and Analysis Using Unified Neural Network.- A Method for Creating Ensemble Neural Networks Using a Sampling Data Approach.- Pattern Recognition Using Modular Neural Networks and Fuzzy Integral as Method for Response Integration.- VI: Evolutionary Computation.- A Differential Evolution Algorithm for Fuzzy Extension of Functions.- Use of Pareto-Optimal and Near Pareto-Optimal Candidate Rules in Genetic Fuzzy Rule Selection.- A Dissimilation Particle Swarm Optimization-Based Elman Network and Applications for Identifying and Controlling Ultrasonic Motors.- A Cultural Algorithm for Solving the Set Covering Problem.- Integration of Production and Distribution Planning Using a Genetic Algorithm in Supply Chain Management.- Bacteria Swarm Foraging Optimization for Dynamical Resource Allocation in a Multizone Temperature Experimentation Platform.- An Ant Colo