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Controller Tuning with Evolutionary Multiobjective Optimization
Údaje o názvu Controller Tuning with Evolutionary Multiobjective Optimization [electronic resource] : A Holistic Multiobjective Optimization Design Procedure / by Gilberto Reynoso Meza, Xavier Blasco Ferragud, Javier Sanchis Saez, Juan Manuel Herrero Durá. Nakladatel Cham : Springer International Publishing : Imprint: Springer, 2017. Fyz.popis XIII, 227 p. 124 illus., 83 illus. in color. online resource. ISBN 9783319413013 Edice Intelligent Systems, Control and Automation: Science and Engineering, ISSN 2213-8986 ; 85 Úplný obsah 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. Poznámky k dostupnosti Přístup pouze pro oprávněné uživatele Dal.odpovědnost Blasco Ferragud, Xavier. Sanchis Saez, Javier. Herrero Durá, Juan Manuel. Dal.odpovědnost SpringerLink (Online service) Předmět.hesla Engineering. * Computer mathematics. * Computational intelligence. * Control engineering. Forma, žánr elektronické knihy electronic books Země vyd. Německo Jazyk dok. angličtina Druh dok. Elektronické knihy URL Plný text pro studenty a zaměstnance UPOL kniha
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.
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