Complex System Modelling and Control Through Intelligent Soft Computations

✍ Scribed by Quanmin Zhu, Ahmad Taher Azar (eds.)

• Publisher: Springer International Publishing
• Year: 2015
• Tongue: English
• Leaves: 856
• Series: Studies in Fuzziness and Soft Computing 319
• Edition: 1
• Category: Library

✦ Synopsis

The book offers a snapshot of the theories and applications of soft computing in the area of complex systems modeling and control. It presents the most important findings discussed during the 5th International Conference on Modelling, Identification and Control, held in Cairo, from August 31-September 2, 2013. The book consists of twenty-nine selected contributions, which have been thoroughly reviewed and extended before their inclusion in the volume. The different chapters, written by active researchers in the field, report on both current theories and important applications of soft-computing. Besides providing the readers with soft-computing fundamentals, and soft-computing based inductive methodologies/algorithms, the book also discusses key industrial soft-computing applications, as well as multidisciplinary solutions developed for a variety of purposes, like windup control, waste management, security issues, biomedical applications and many others. It is a perfect reference guide for graduate students, researchers and practitioners in the area of soft computing, systems modeling and control.

✦ Table of Contents

Front Matter....Pages i-ix
Design and Modeling of Anti Wind Up PID Controllers....Pages 1-44
A Hybrid Global Optimization Algorithm: Particle Swarm Optimization in Association with a Genetic Algorithm....Pages 45-86
Fuzzy Adaptive Controller for a DFI-Motor....Pages 87-110
Expert-Based Method of Integrated Waste Management Systems for Developing Fuzzy Cognitive Map....Pages 111-137
Leukocyte Detection Through an Evolutionary Method....Pages 139-163
PWARX Model Identification Based on Clustering Approach....Pages 165-193
Supplier Quality Evaluation Using a Fuzzy Multi Criteria Decision Making Approach....Pages 195-219
Concept Trees: Building Dynamic Concepts from Semi-structured Data Using Nature-Inspired Methods....Pages 221-252
Swarm Intelligence Techniques and Their Adaptive Nature with Applications....Pages 253-273
Signal Based Fault Detection and Diagnosis for Rotating Electrical Machines: Issues and Solutions....Pages 275-309
Modelling of Intrusion Detection System Using Artificial Intelligence—Evaluation of Performance Measures....Pages 311-336
Enhanced Power System Security Assessment Through Intelligent Decision Trees....Pages 337-366
Classification of Normal and Epileptic Seizure EEG Signals Based on Empirical Mode Decomposition....Pages 367-388
A Rough Set Based Total Quality Management Approach in Higher Education....Pages 389-406
Iterative Dual Rational Krylov and Iterative SVD-Dual Rational Krylov Model Reduction for Switched Linear Systems....Pages 407-435
Household Electrical Consumptions Modeling and Management Through Neural Networks and Fuzzy Logic Approaches....Pages 437-467
Modeling, Identification and Control of Irrigation Station with Sprinkling: Takagi-Sugeno Approach....Pages 469-499
Review and Improvement of Several Optimal Intelligent Pitch Controllers and Estimator of WECS via Artificial Intelligent Approaches....Pages 501-539
Secondary and Tertiary Structure Prediction of Proteins: A Bioinformatic Approach....Pages 541-569
Approximation of Optimized Fuzzy Logic Controller for Shunt Active Power Filter....Pages 571-595
Soft Computing Techniques for Optimal Capacitor Placement....Pages 597-625
Advanced Metaheuristics-Based Approach for Fuzzy Control Systems Tuning....Pages 627-653
Robust Estimation Design for Unknown Inputs Fuzzy Bilinear Models: Application to Faults Diagnosis....Pages 655-685
Unit Commitment Optimization Using Gradient-Genetic Algorithm and Fuzzy Logic Approaches....Pages 687-710
Impact of Hardware/Software Partitioning and MicroBlaze FPGA Configurations on the Embedded Systems Performances....Pages 711-744
A Neural Approach to Cursive Handwritten Character Recognition Using Features Extracted from Binarization Technique....Pages 745-771
System Identification Technique and Neural Networks for Material Lifetime Assessment Application....Pages 773-806
Measuring Software Reliability: A Trend Using Machine Learning Techniques....Pages 807-829
Hybrid Metaheuristic Approach for Scheduling of Aperiodic OS Tasks....Pages 831-863

✦ Subjects

Computational Intelligence; Control; Industrial and Production Engineering; Statistical Physics, Dynamical Systems and Complexity; Complexity