Soft Computing in Industrial Applications

Front Matter....Pages I-2
Front Matter....Pages 3-4
Fuzzy Process Model Development with Missing Data....Pages 5-14
Decomposed Fuzzy Models for Modelling and Identification of Dynamic Systems....Pages 15-28
Investigation of Least Square Fuzzy Identification via a Virtual Higher Resolution Fuzzy Model....Pages 29-37
Fuzzy Morphologies Revisited....Pages 39-48
A Design Method of Stable Non-separate Controller Using Symbolic Expressions....Pages 49-61
Adjustment of Identified Fuzzy Measures....Pages 63-77
Design and Application of Block-Oriented Fuzzy Models — Fuzzy Hammerstein Model....Pages 79-88
Evolving Fuzzy Detectives: An Investigation into the Evolution of Fuzzy Rules....Pages 89-106
Fuzzy Logic Two-phase Traffic Signal Control for Coordinated One-way Streets....Pages 107-116
Clustering Models Extracting Dynamic and Non-Dynamic Changes for 3-Way Data....Pages 117-127
Front Matter....Pages 129-130
Identification of Nonlinear Multivariable Processes by Neural Networks: Open-Loop and Closed-Loop Case Studies....Pages 131-140
Modelling Batch Learning of Restricted Sets of Examples....Pages 141-150
Neural Networks with Hierarchically Structured Information and its Unlearning Effects....Pages 151-160
Discussion of Reliability Criterion for US Dollar Classification by LVQ....Pages 161-170
Facility Location Using Neural Networks....Pages 171-179
Building Maps of Workspace for Autonomous Mobile Robots Using Self-Organizing Neural Networks....Pages 181-190
Neural Network Parameter Estimation and Dimensionality Reduction in Power System Voltage Stability Assessment....Pages 191-202
Neural Networks-based Friction Compensation with Application in Servo Motor Systems....Pages 203-214
Linear and neural dynamical models for energy flows prediction in facility systems....Pages 215-224
An Optimal VQ Codebook Design Using the Co-adaptation of Learning and Evolution....Pages 225-239
Front Matter....Pages 241-241
An Emergence of Coordinated Communication in Populations of Agents with Evolution Simulated by Genetic Algorithm....Pages 243-263
Migration and Population Dynamics in Distributed Coevolutionary Algorithm....Pages 265-280
Royal Road Encodings and Schema Propagation in Selective Crossover....Pages 281-292
An evolutionary approach for the design of natural language parser....Pages 293-297
GA-Based Identification of Unknown Structured Mechatronics System....Pages 299-308
Integrating genetic algorithms and interactive simulations for airbase logistics planning....Pages 309-317
Evaluation of Virtual Cities Generated by using a Genetic Algorithm....Pages 319-328
Front Matter....Pages 329-330
Minimizing Real Functions by Scout....Pages 331-338
Qualitative Similarity....Pages 339-348
Survival Probability for Uniform Model on Binary Tree: Critical Behavior and Scaling....Pages 349-354
Stochastic modelling of multifractal exchange rates....Pages 355-369
Bayesian State Space Modeling for Nonlinear Nonstationary Time Series....Pages 371-382
Noise Induced Congestion in Coupled Map Optimal Velocity Model of Traffic Flow....Pages 383-391
Geometrical View on Mean-Field Approximation for Solving Optimization Problems....Pages 393-399
Probabilistic Computational Method in Image Restoration based on Statistical-mechanical Technique....Pages 401-414
Bayesian Neural Networks: Case Studies in Industrial Applications....Pages 415-424
Front Matter....Pages 425-425
Multivariable Predictive Control Based on Neural Network Model and Simplex-Evolutionary Hybrid Optimization....Pages 427-436
Permeability Prediction in Petroleum Reservoir using a Hybrid System....Pages 437-446
A Performance Comparison of Chaotic Simulated Annealing Models for Solving the N -queen Problem....Pages 447-458
Study on the Idiotypic Network Model for Feature Extraction of Patterns....Pages 459-468
Front Matter....Pages 469-469
Rough Set Based Uncertainty Management for Spatial Databases and Geographical Information Systems....Pages 471-479
Soft Computing for Evolutionary Information Systems — Potentials of Rough Sets....Pages 481-494
Towards Rough Set Based Concept Modeler....Pages 495-505
Front Matter....Pages 507-507
Still Images Compression Using Fractal Approximation, Wavelet Transform and Vector Quantization....Pages 509-517
N-dimensional Frameworks for the Application of Soft Computing to Image Processing....Pages 519-529
Computational Autopoiesis for Texture Analysis....Pages 531-539
Novel Approach in Watermarking of Digital Image....Pages 541-550
A Fuzzy Region-Growing Algorithm for Segmentation of Natural Images....Pages 551-559
Front Matter....Pages 561-561
Design Issues of Electric Agent for Realizing Biological and Social Coordination with Human and Environment....Pages 563-573
An Emergent Approach for System Designs....Pages 575-582
Training of Fuzzy Rules in the Freehand Curve Identifier FSCI....Pages 583-592
Intelligent real-time control of moulding mixtures composition in foundries....Pages 593-602
Front Matter....Pages 603-603
Test Feature Classifiers and a 100% Recognition Rate....Pages 605-613
Evaluation of the Modified Parzen Classifier in Small Training Sample Size Situations....Pages 615-624
Soft Limiting in Adaptive Notch Filtering....Pages 625-633
An Algorithm for Induction of Possibilistic Set-Valued Rules by Finding Prime Disjunctions....Pages 635-648
Dataflow Realizes a Diagrammatic Programming Method....Pages 649-658
DIFFOBJ — A Game for Exercising Teams of Agents....Pages 659-667
Back Matter....Pages 669-670