Foundations of Generic Optimization Volume 2: Applications of Fuzzy Control, Genetic Algorithms and Neural Networks
by
 
Lowen, Robert. editor.

Title
Foundations of Generic Optimization Volume 2: Applications of Fuzzy Control, Genetic Algorithms and Neural Networks

Author
Lowen, Robert. editor.

ISBN
9781402066689

Physical Description
online resource.

Series
Mathematical Modelling: Theory and Applications, 24

Contents
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.

Abstract
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.

Subject Term
Mathematics.
 
Computer science.
 
Computational complexity.
 
Genetics -- Mathematics.
 
Combinatorics.
 
Mathematical optimization.
 
Genetics and Population Dynamics.
 
Mathematics of Computing.
 
Discrete Mathematics in Computer Science.
 
Optimization.

Added Author
Lowen, Robert.
 
Verschoren, Alain.

Added Corporate Author
SpringerLink (Online service)

Electronic Access
http://dx.doi.org/10.1007/978-1-4020-6668-9


LibraryMaterial TypeItem BarcodeShelf NumberStatus
IYTE LibraryE-Book502115-1001QH323.5Online Springer