Ebook: Foundations of Generic Optimization: Volume 2: Applications of Fuzzy Control, Genetic Algorithms and Neural Networks
- Tags: Genetics and Population Dynamics, Mathematics of Computing, Discrete Mathematics in Computer Science, Combinatorics, Optimization
- Series: Mathematical Modelling: Theory and Applications 24
- Year: 2008
- Publisher: Springer Netherlands
- Edition: 1
- Language: English
- pdf
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.
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. It will appeal to researchers and professionals in soft computing, in particular in development of theory and applications of fuzzy logic, genetic algorithms and neural networks.
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. It will appeal to researchers and professionals in soft computing, in particular in development of theory and applications of fuzzy logic, genetic algorithms and neural networks.
Content:
Front Matter....Pages i-x
An Overview of Fuzzy Control Theory....Pages 1-138
Optimal Fuzzy Management of Reservoir based on Genetic Algorithm....Pages 139-159
Genetic Fuzzy Modeling of Supervisory Scheduling of Freight Rail Systems....Pages 161-180
Multiobjective Evolutionary Search of Difference Equations-based Models for Understanding Chaotic Systems....Pages 181-201
An Integrated Fuzzy Inference-based Monitoring, Diagnostic, and Prognostic System for Intelligent Control and Maintenance....Pages 203-222
Stable Anti-Swing Control for an Overhead Crane with Velocity Estimation and Fuzzy Compensation....Pages 223-240
Intelligent Fuzzy PID Controller....Pages 241-260
Stability Analysis and Performance Design for Fuzzy Model-based Control Systems using a BMI-based Approach....Pages 261-281
Two-Level Tuning of Fuzzy PID Controllers for Multivariable Process Systems....Pages 283-312
Evaluation of Fuzzy Implications and Intuitive Criteria of GMP and GMT using MATLAB GUI....Pages 313-385
FzController: A Development Environment for Fuzzy Controllers....Pages 387-401
A Consistency Criterion for Optimizing Defuzzification in Fuzzy Control....Pages 403-431
An Asymptotic Consistency Criterion for Optimizing Defuzzification in Fuzzy Control....Pages 433-456
Back Matter....Pages 457-458
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. It will appeal to researchers and professionals in soft computing, in particular in development of theory and applications of fuzzy logic, genetic algorithms and neural networks.
Content:
Front Matter....Pages i-x
An Overview of Fuzzy Control Theory....Pages 1-138
Optimal Fuzzy Management of Reservoir based on Genetic Algorithm....Pages 139-159
Genetic Fuzzy Modeling of Supervisory Scheduling of Freight Rail Systems....Pages 161-180
Multiobjective Evolutionary Search of Difference Equations-based Models for Understanding Chaotic Systems....Pages 181-201
An Integrated Fuzzy Inference-based Monitoring, Diagnostic, and Prognostic System for Intelligent Control and Maintenance....Pages 203-222
Stable Anti-Swing Control for an Overhead Crane with Velocity Estimation and Fuzzy Compensation....Pages 223-240
Intelligent Fuzzy PID Controller....Pages 241-260
Stability Analysis and Performance Design for Fuzzy Model-based Control Systems using a BMI-based Approach....Pages 261-281
Two-Level Tuning of Fuzzy PID Controllers for Multivariable Process Systems....Pages 283-312
Evaluation of Fuzzy Implications and Intuitive Criteria of GMP and GMT using MATLAB GUI....Pages 313-385
FzController: A Development Environment for Fuzzy Controllers....Pages 387-401
A Consistency Criterion for Optimizing Defuzzification in Fuzzy Control....Pages 403-431
An Asymptotic Consistency Criterion for Optimizing Defuzzification in Fuzzy Control....Pages 433-456
Back Matter....Pages 457-458
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