Analysis and Design of Intelligent Systems Using Soft Computing Techniques

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 Colony Optimization plug-in to Enhance the Interpretability of Fuzzy Rule Bases with Exceptions.- Performance Improvement of the Attitude Estimation System Using Fuzzy Inference and Genetic Algorithms.- Multi Objective Optimization in Machining Operations.- Evolutionary Computing for the Optimization of Mathematical Functions.- Providing Intelligence to Evolutionary Computational Methods.- VII: Fuzzy Modeling.- Representing Fuzzy Numbers for Fuzzy Calculus.- Fuzzy Parallel Processing of Hydro Power Plants – Why Not?.- A Dynamic Method of Experiment Design of Computer Aided Sensory Evaluation.- Measure of Uncertainty in Regional Grade Variability.- PC-TOPSIS Method for the Selection of a Cleaning System for Engine Maintenance.- Coordination Uncertainty of Belief Measures in Information Fusion.- Two-Input Fuzzy TPE Systems.- Intelligent Decision Support System.- An Adaptive Location Service on the Basis of Fuzzy Logic for MANETs.- VIII: Intelligent Manufacturing and Scheduling.- Fuzzy Logic Based Replica Management Infrastructure for Balanced Resource Allocation and Efficient Overload Control of the Complex Service-Oriented Applications.- A Fuzzy-Neural Approach with BPN Post-classification for Job Completion Time Prediction in a Semiconductor Fabrication Plant.- Enhanced Genetic Algorithm-Based Fuzzy Multiobjective Strategy to Multiproduct Batch Plant Design.- Extension or Resolution: A Novel Approach for Reasoning in Possibilistic Logic.- Applying Genetic-Fuzzy Approach to Model Polyester Dyeing.- Gear Fault Diagnosis in Time Domains by Using Bayesian Networks.- An Intelligent Hybrid Algorithm for Job-Shop Scheduling Based on Particle Swarm Optimization and Artificial Immune System.- Fuzzy Multi-criteria Decision Making Method for Machine Selection.- Fuzzy Goal Programming and an Application of Production Process.- The Usage of Fuzzy Quality Control Charts to Evaluate Product Quality and an Application.- IX: Intelligent Agents.- An Intelligent Belief-Desire-Intention Agent for Digital Game-Based Learning.- Improved Scheme for Telematics Fault Tolerance with Agents.- Multi-agent Based Integration of Production and Distribution Planning Using Genetic Algorithm in the Supply Chain Management.- Modeling and Simulation by Petri Networks of a Fault Tolerant Agent Node.- X: Neural Networks Theory.- The Game of Life Using Polynomial Discrete Time Cellular Neural Networks.- Reinforcement Learning in Continuous Systems: Wavelet Networks Approach.- Support Vector Machine-Based ECG Compression.- Tuning FCMP to Elicit Novel Time Course Signatures in fMRI Neural Activation Studies.- XI: Robotics.- Moving Object Tracking Using the Particle Filter and SOM in Robotic Space with Network Sensors.- Robust Stability Analysis of a Fuzzy Vehicle Lateral Control System Using Describing Function Method.- Self-tunable Fuzzy Inference System: A Comparative Study for a Drone.- Optimal Path Planning for Autonomous Mobile Robot Navigation Using Ant Colony Optimization and a Fuzzy Cost Function Evaluation.- Intelligent Control and Planning of Autonomous Mobile Robots Using Fuzzy Logic and Multiple Objective Genetic Algorithms.- XII: Fuzzy Logic Applications.- Generalized Reinforcement Learning Fuzzy Control with Vague States.- New Cluster Validity Index with Fuzzy Functions.- A Fuzzy Model for Supplier Selection and Development.- A Neuro-fuzzy Multi-objective Design of Shewhart Control Charts.