Controller Tuning with Evolutionary Multiobjective Optimization - A Holistic Multiobjective Optimization Design Procedure

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.

List of contents

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.

Product details

• Authors: Xavie Blasco Ferragud, Xavier Blasco Ferragud, Juan Manuel Herrero Durá, Gilberto Reynoso Meza, Gilbert Reynoso Meza, Gilberto Reynoso Meza, San, Javier Sanchis Saez
• Publisher: Springer, Berlin
• Languages: English
• Product format: Hardback
• Released: 01.01.2016
• EAN: 9783319412993
• ISBN: 978-3-31-941299-3
• No. of pages: 227
• Dimensions: 163 mm x 18 mm x 242 mm
• Weight: 548 g
• Illustrations: XIII, 227 p. 124 illus., 83 illus. in color.
• Series: Intelligent Systems, Control and Automation: Science and Engineering; Intelligent Systems, Control and Automation: Science and Engineering
• Subjects: Natural sciences, medicine, IT, technology > Technology > Electronics, electrical engineering, communications engineering; B, Künstliche Intelligenz, Artificial Intelligence, Numerische Mathematik, engineering, Control and Systems Theory, Computational Mathematics and Numerical Analysis, Computer mathematics, Numerical analysis, Computational Intelligence, Control engineering