Analysis and Design of Intelligent Systems using Soft Computing Techniques

Front Matter....Pages -
Fuzzy Logic as the Logic of Natural Languages....Pages 1-2
Front Matter....Pages 3-3
A Method for Response Integration in Modular Neural Networks with Type-2 Fuzzy Logic for Biometric Systems....Pages 5-15
Evolving Type-2 Fuzzy Logic Controllers for Autonomous Mobile Robots....Pages 16-25
Adaptive Type-2 Fuzzy Logic for Intelligent Home Environment....Pages 26-35
Interval Type-1 Non-singleton Type-2 TSK Fuzzy Logic Systems Using the Hybrid Training Method RLS-BP....Pages 36-44
An Efficient Computational Method to Implement Type-2 Fuzzy Logic in Control Applications....Pages 45-52
Building Fuzzy Inference Systems with the Interval Type-2 Fuzzy Logic Toolbox....Pages 53-62
Evolutionary Computing for Topology Optimization of Type-2 Fuzzy Systems....Pages 63-75
Front Matter....Pages 77-77
Comparison of the Performance of Seven Classifiers as Effective Decision Support Tools for the Cytodiagnosis of Breast Cancer: A Case Study....Pages 79-87
MFCM for Nonlinear Blind Channel Equalization....Pages 88-98
Fuzzy Rules Extraction from Support Vector Machines for Multi-class Classification....Pages 99-108
Density Based Fuzzy Support Vector Machines for Multicategory Pattern Classification....Pages 109-118
A Modified FCM Algorithm for Fast Segmentation of Brain MR Images....Pages 119-127
Incorporation of Non-euclidean Distance Metrics into Fuzzy Clustering on Graphics Processing Units....Pages 128-139
Fuzzy C-Means, Gustafson-Kessel FCM, and Kernel-Based FCM: A Comparative Study....Pages 140-149
Improved Fuzzy C-Means Segmentation Algorithm for Images with Intensity Inhomogeneity....Pages 150-159
Front Matter....Pages 161-161
A Fuzzy-Neural Hierarchical Multi-model for Systems Identification and Direct Adaptive Control....Pages 163-172
Robust Speed Controller Design Method Based on Fuzzy Control for Torsional Vibration Suppression in Two-Mass System....Pages 173-184
Self-organizing Fuzzy Controller Based on Fuzzy Neural Network....Pages 185-194
Decision Making Strategies for Real-Time Train Dispatch and Control....Pages 195-204
Front Matter....Pages 161-161
Soft Margin Training for Associative Memories Implemented by Recurrent Neural Networks....Pages 205-214
Front Matter....Pages 215-215
Modular Neural Networks with Fuzzy Integration Applied for Time Series Forecasting....Pages 217-225
Predicting Job Completion Time in a Wafer Fab with a Recurrent Hybrid Neural Network....Pages 226-235
A Hybrid ANN-FIR System for Lot Output Time Prediction and Achievability Evaluation in a Wafer Fab....Pages 236-245
M-Factor High Order Fuzzy Time Series Forecasting for Road Accident Data....Pages 246-254
Fuzzy Time Series: A Realistic Method to Forecast Gross Domestic Capital of India....Pages 255-264
Design of Modular Neural Networks with Fuzzy Integration Applied to Time Series Prediction....Pages 265-273
Front Matter....Pages 275-275
Characterize the Parameters of Genetic Algorithms Based on Zernike Polynomials for Recovery of the Phase of Interferograms of Closed Fringes Using Hybrid Technique....Pages 277-289
Rotated Coin Recognition Using Neural Networks....Pages 290-297
Selected Problems of Intelligent Handwriting Recognition....Pages 298-305
3-D Object Recognition Using an Ultrasonic Sensor Array and Neural Networks....Pages 306-315
Soft System for Road Sign Detection....Pages 316-326
Nonlinear Neuro-fuzzy Network for Channel Equalization....Pages 327-336
On the Possibility of Reliably Constructing a Decision Support System for the Cytodiagnosis of Breast Cancer....Pages 337-345
Spatial Heart Simulation and Analysis Using Unified Neural Network....Pages 346-354
A Method for Creating Ensemble Neural Networks Using a Sampling Data Approach....Pages 355-364
Pattern Recognition Using Modular Neural Networks and Fuzzy Integral as Method for Response Integration....Pages 365-373
Front Matter....Pages 375-375
A Differential Evolution Algorithm for Fuzzy Extension of Functions....Pages 377-386
Use of Pareto-Optimal and Near Pareto-Optimal Candidate Rules in Genetic Fuzzy Rule Selection....Pages 387-396
A Dissimilation Particle Swarm Optimization-Based Elman Network and Applications for Identifying and Controlling Ultrasonic Motors....Pages 397-407
Front Matter....Pages 375-375
A Cultural Algorithm for Solving the Set Covering Problem....Pages 408-415
Integration of Production and Distribution Planning Using a Genetic Algorithm in Supply Chain Management....Pages 416-426
Bacteria Swarm Foraging Optimization for Dynamical Resource Allocation in a Multizone Temperature Experimentation Platform....Pages 427-435
An Ant Colony Optimization plug-in to Enhance the Interpretability of Fuzzy Rule Bases with Exceptions....Pages 436-444
Performance Improvement of the Attitude Estimation System Using Fuzzy Inference and Genetic Algorithms....Pages 445-454
Multi Objective Optimization in Machining Operations....Pages 455-462
Evolutionary Computing for the Optimization of Mathematical Functions....Pages 463-472
Providing Intelligence to Evolutionary Computational Methods....Pages 473-481
Front Matter....Pages 483-483
Representing Fuzzy Numbers for Fuzzy Calculus....Pages 485-494
Fuzzy Parallel Processing of Hydro Power Plants – Why Not?....Pages 495-503
A Dynamic Method of Experiment Design of Computer Aided Sensory Evaluation....Pages 504-510
Measure of Uncertainty in Regional Grade Variability....Pages 511-518
PC-TOPSIS Method for the Selection of a Cleaning System for Engine Maintenance....Pages 519-529
Coordination Uncertainty of Belief Measures in Information Fusion....Pages 530-538
Two-Input Fuzzy TPE Systems....Pages 539-548
Intelligent Decision Support System....Pages 549-557
An Adaptive Location Service on the Basis of Fuzzy Logic for MANETs....Pages 558-565
Front Matter....Pages 567-567
Fuzzy Logic Based Replica Management Infrastructure for Balanced Resource Allocation and Efficient Overload Control of the Complex Service-Oriented Applications....Pages 569-579
A Fuzzy-Neural Approach with BPN Post-classification for Job Completion Time Prediction in a Semiconductor Fabrication Plant....Pages 580-589
Enhanced Genetic Algorithm-Based Fuzzy Multiobjective Strategy to Multiproduct Batch Plant Design....Pages 590-599
Front Matter....Pages 567-567
Extension or Resolution: A Novel Approach for Reasoning in Possibilistic Logic....Pages 600-607
Applying Genetic-Fuzzy Approach to Model Polyester Dyeing....Pages 608-617
Gear Fault Diagnosis in Time Domains by Using Bayesian Networks....Pages 618-627
An Intelligent Hybrid Algorithm for Job-Shop Scheduling Based on Particle Swarm Optimization and Artificial Immune System....Pages 628-637
Fuzzy Multi-criteria Decision Making Method for Machine Selection....Pages 638-648
Fuzzy Goal Programming and an Application of Production Process....Pages 649-659
The Usage of Fuzzy Quality Control Charts to Evaluate Product Quality and an Application....Pages 660-673
Front Matter....Pages 675-675
An Intelligent Belief-Desire-Intention Agent for Digital Game-Based Learning....Pages 677-685
Improved Scheme for Telematics Fault Tolerance with Agents....Pages 686-695
Multi-agent Based Integration of Production and Distribution Planning Using Genetic Algorithm in the Supply Chain Management....Pages 696-706
Modeling and Simulation by Petri Networks of a Fault Tolerant Agent Node....Pages 707-716
Front Matter....Pages 717-718
The Game of Life Using Polynomial Discrete Time Cellular Neural Networks....Pages 719-726
Reinforcement Learning in Continuous Systems: Wavelet Networks Approach....Pages 727-736
Support Vector Machine-Based ECG Compression....Pages 737-745
Tuning FCMP to Elicit Novel Time Course Signatures in fMRI Neural Activation Studies....Pages 746-755
Front Matter....Pages 757-757
Moving Object Tracking Using the Particle Filter and SOM in Robotic Space with Network Sensors....Pages 759-768
Robust Stability Analysis of a Fuzzy Vehicle Lateral Control System Using Describing Function Method....Pages 769-779
Self-tunable Fuzzy Inference System: A Comparative Study for a Drone....Pages 780-789
Optimal Path Planning for Autonomous Mobile Robot Navigation Using Ant Colony Optimization and a Fuzzy Cost Function Evaluation....Pages 790-798
Intelligent Control and Planning of Autonomous Mobile Robots Using Fuzzy Logic and Multiple Objective Genetic Algorithms....Pages 799-807
Front Matter....Pages 809-809
Generalized Reinforcement Learning Fuzzy Control with Vague States....Pages 811-820
New Cluster Validity Index with Fuzzy Functions....Pages 821-830
A Fuzzy Model for Supplier Selection and Development....Pages 831-841
A Neuro-fuzzy Multi-objective Design of Shewhart Control Charts....Pages 842-852
Back Matter....Pages -