Soft Computing in Industrial Applications

✍ Scribed by Carlos A. Coello Coello (auth.), António Gaspar-Cunha, Ricardo Takahashi, Gerald Schaefer, Lino Costa (eds.)

• Publisher: Springer-Verlag Berlin Heidelberg
• Year: 2011
• Tongue: English
• Leaves: 438
• Series: Advances in Intelligent and Soft Computing 96
• Edition: 1
• Category: Library

✦ Synopsis

The 15th Online World Conference on Soft Computing in Industrial Applications, held on the Internet, constitutes a distinctive opportunity to present and discuss high quality papers, making use of sophisticated Internet tools and without incurring in high cost and, thus, facilitating the participation of people from the entire world.

The book contains a collection of papers covering outstanding research and developments in the field of Soft Computing including, evolutionary computation, fuzzy control and neuro-fuzzy systems, bio-inspired systems, optimization techniques and application of Soft Computing techniques in modeling, control, optimization, data mining, pattern recognition and traffic and transportation systems.

✦ Table of Contents

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 -

✦ Subjects

Computational Intelligence; Artificial Intelligence (incl. Robotics); Communications Engineering, Networks; Image Processing and Computer Vision