Soft Computing in Industrial Applications

Front Matter....Pages -
Front Matter....Pages 1-1
An Introduction to Multi-Objective Particle Swarm Optimizers....Pages 3-12
Direct Load Control in the Perspective of an Electricity Retailer – A Multi-Objective Evolutionary Approach....Pages 13-26
Front Matter....Pages 27-27
Evolutionary Approaches for Optimisation Problems....Pages 29-52
Front Matter....Pages 53-53
Approaches for Handling Premature Convergence in CFG Induction Using GA....Pages 55-66
A Novel Magnetic Update Operator for Quantum Evolutionary Algorithms....Pages 67-76
Improved Population-Based Incremental Learning in Continuous Spaces....Pages 77-86
Particle Swarm Optimization in the EDAs Framework....Pages 87-96
Differential Evolution Based Bi-Level Programming Algorithm for Computing Normalized Nash Equilibrium....Pages 97-106
Front Matter....Pages 107-107
Estimating CO Conversion Values in the Fischer-Tropsch Synthesis Using LoLiMoT Algorithm....Pages 109-119
Global Optimization Using Space-Filling Curves and Measure-Preserving Transformations....Pages 121-130
Modelling Copper Omega Type Coriolis Mass Flow Sensor with an Aid of ANFIS Tool....Pages 131-140
Gravitational Search Algorithm-Based Tuning of Fuzzy Control Systems with a Reduced Parametric Sensitivity....Pages 141-150
Application of Fuzzy Logic in Preference Management for Detailed Feedbacks....Pages 151-161
Negative Biofeedback for Enhancing Proprioception Training on Wobble Boards....Pages 163-172
Front Matter....Pages 173-173
TDMA Scheduling in Wireless Sensor Network Using Artificial Immune System....Pages 175-185
A Memetic Algorithm for Solving the Generalized Minimum Spanning Tree Problem....Pages 187-194
A Computer Algorithm to Simulate Molecular Replication....Pages 195-206
Front Matter....Pages 207-207
Particle Filter with Differential Evolution for Trajectory Tracking....Pages 209-219
A Novel Normal Parameter Reduction Algorithm of Soft Sets....Pages 221-229
Integrating Cognitive Pairwise Comparison to Data Envelopment Analysis....Pages 231-238
Front Matter....Pages 207-207
On the Multi-mode, Multi-skill Resource Constrained Project Scheduling Problem – A Software Application....Pages 239-248
Strict Authentication of Multimodal Biometric Images Using Near Sets....Pages 249-258
Front Matter....Pages 259-259
Document Management with Ant Colony Optimization Metaheuristic: A Fuzzy Text Clustering Approach Using Pheromone Trails....Pages 261-270
Support Vector Machine Ensemble Based on Feature and Hyperparameter Variation for Real-World Machine Fault Diagnosis....Pages 271-282
Application of Data Mining Techniques in the Estimation of Mechanical Properties of Jet Grouting Laboratory Formulations over Time....Pages 283-292
Hybrid Intelligent Intrusion Detection Scheme....Pages 293-303
Multi-Agent Association Rules Mining in Distributed Databases....Pages 305-314
Front Matter....Pages 315-315
A Novel Initialization for Quantum Evolutionary Algorithms Based on Spatial Correlation in Images for Fractal Image Compression....Pages 317-325
Identification of Sound for Pass-by Noise Test in Vehicles Using Generalized Gaussian Radial Basis Function Neural Networks....Pages 327-336
Case Study of an Intelligent AMR Sensor System with Self-x Properties....Pages 337-346
Front Matter....Pages 347-347
Application of Markov Decision Processes for Modeling and Optimization of Decision-Making within a Container Port....Pages 349-358
Calibration of Equilibrium Traffic Assignment Models and O-D Matrix by Network Aggregate Data....Pages 359-367
A Fuzzy Logic-Based Methodology for Ranking Transport Infrastructures....Pages 369-377
Transferability of Fuzzy Models of Gap-Acceptance Behavior....Pages 379-390
Front Matter....Pages 391-391
Logic Minimization of QCA Circuits Using Genetic Algorithms....Pages 393-403
Optimization of Combinational Logic Circuits Using NAND Gates and Genetic Programming....Pages 405-414
Electromagnetism-Like Augmented Lagrangian Algorithm for Global Optimization....Pages 415-425
Multiobjective Optimization of a Quadruped Robot Locomotion Using a Genetic Algorithm....Pages 427-436
Back Matter....Pages -