Controller Tuning with Evolutionary Multiobjective Optimization
Author | : Gilberto Reynoso Meza |
Publisher | : Springer |
Total Pages | : 228 |
Release | : 2016-11-04 |
ISBN-10 | : 9783319413013 |
ISBN-13 | : 3319413015 |
Rating | : 4/5 (015 Downloads) |
Download or read book Controller Tuning with Evolutionary Multiobjective Optimization written by Gilberto Reynoso Meza and published by Springer. This book was released on 2016-11-04 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.