Controller Tuning with Evolutionary Multiobjective Optimization
A Holistic Multiobjective Optimization Design Procedure
Seiten
2016
|
1st ed. 2017
Springer International Publishing (Verlag)
978-3-319-41299-3 (ISBN)
Springer International Publishing (Verlag)
978-3-319-41299-3 (ISBN)
This book is devoted to Multiobjective Optimization Design (MOOD) procedures for controller tuning applications, by means of Evolutionary Multiobjective Optimization (EMO). It presents developments in tools, procedures and guidelines to facilitate this process, covering the three fundamental steps in the procedure: problem definition, optimization and decision-making. The book is divided into four parts. The first part, Fundamentals, focuses on the necessary theoretical background and provides specific tools for practitioners. The second part, Basics, examines a range of basic examples regarding the MOOD procedure for controller tuning, while the third part, Benchmarking, demonstrates how the MOOD procedure can be employed in several control engineering problems. The fourth part, Applications, is dedicated to implementing the MOOD procedure for controller tuning in real processes.
From the Contents: Part I Fundamentals.- Tutorial on Multiobjective Optimization Design procedure.- Review on MOOD procedure for controller tuning.- Tools for the MOOD procedure.- Part II Basics.- Controller tuning for SISO processes.
Erscheinungsdatum | 26.11.2016 |
---|---|
Reihe/Serie | Intelligent Systems, Control and Automation: Science and Engineering |
Zusatzinfo | XIII, 227 p. 124 illus., 83 illus. in color. |
Verlagsort | Cham |
Sprache | englisch |
Maße | 155 x 235 mm |
Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
Mathematik / Informatik ► Mathematik ► Analysis | |
Technik ► Elektrotechnik / Energietechnik | |
Schlagworte | Computational Intelligence • Computational Mathematics and Numerical Analysis • Control • controller tuning • Decision Making • Engineering • Evolutionary Multiobjective Optimization • Mood • Multiobjective Optimization Design Procedure • Multiobjective Problems |
ISBN-10 | 3-319-41299-X / 331941299X |
ISBN-13 | 978-3-319-41299-3 / 9783319412993 |
Zustand | Neuware |
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