Lowen / Verschoren Foundations of Generic Optimization

Volume 2: Applications of Fuzzy Control, Genetic Algorithms and Neural Networks
1. Auflage 2007
ISBN: 978-1-4020-6668-9
Verlag: Springer Netherland
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, Band 24, 458 Seiten, eBook

Reihe: Mathematical Modelling: Theory and Applications

This is a comprehensive overview of the basics of fuzzy control, which also brings together some recent research results in soft computing, in particular fuzzy logic using genetic algorithms and neural networks. This book offers researchers not only a solid background but also a snapshot of the current state of the art in this field.

Zielgruppe

Research

Autoren/Hrsg.

Lowen, Robert

Verschoren, Alain

Lowen, R.

Verschoren, A.

Inhaltsverzeichnis

An Overview of Fuzzy Control Theory.- Optimal Fuzzy Management of Reservoir based on Genetic Algorithm.- Genetic Fuzzy Modeling of Supervisory Scheduling of Freight Rail Systems.- Multiobjective Evolutionary Search of Difference Equations-based Models for Understanding Chaotic Systems.- An Integrated Fuzzy Inference-based Monitoring, Diagnostic, and Prognostic System for Intelligent Control and Maintenance.- Stable Anti-Swing Control for an Overhead Crane with Velocity Estimation and Fuzzy Compensation.- Intelligent Fuzzy PID Controller.- Stability Analysis and Performance Design for Fuzzy Model-based Control Systems using a BMI-based Approach.- Two-Level Tuning of Fuzzy PID Controllers for Multivariable Process Systems.- Evaluation of Fuzzy Implications and Intuitive Criteria of GMP and GMT using MATLAB GUI.- FzController: A Development Environment for Fuzzy Controllers.- A Consistency Criterion for Optimizing Defuzzification in Fuzzy Control.- An Asymptotic Consistency Criterion for Optimizing Defuzzification in Fuzzy Control.