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A Relaxation-Based Approach to Optimal Control of Hybrid and Switched Systems

A Practical Guide for Engineers

A Relaxation-Based Approach to Optimal Control of Hybrid and Switched Systems - Azhmyakov, Vadim - ISBN: 9780128147887
Prijs: € 118,80 (onder voorbehoud)
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Bindwijze: Boek, Paperback (20-02-2019)
Genre: Toepassingsgerichte wiskunde
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Beschrijving

A Relaxation Based Approach to Optimal Control of Hybrid and Switched Systems proposes a unified approach to effective and numerically tractable relaxation schemes for optimal control problems of hybrid and switched systems. The book gives an overview of the existing (conventional and newly developed) relaxation techniques associated with the conventional systems described by ordinary differential equations. Next, it constructs a self-contained relaxation theory for optimal control processes governed by various types (sub-classes) of general hybrid and switched systems. It contains all mathematical tools necessary for an adequate understanding and using of the sophisticated relaxation techniques.

In addition, readers will find many practically oriented optimal control problems related to the new class of dynamic systems. All in all, the book follows engineering and numerical concepts. However, it can also be considered as a mathematical compendium that contains the necessary formal results and important algorithms related to the modern relaxation theory.



  • Illustrates the use of the relaxation approaches in engineering optimization
  • Presents application of the relaxation methods in computational schemes for a numerical treatment of the sophisticated hybrid/switched optimal control problems
  • Offers a rigorous and self-contained mathematical tool for an adequate understanding and practical use of the relaxation techniques
  • Presents an extension of the relaxation methodology to the new class of applied dynamic systems, namely, to hybrid and switched control systems

Details

Titel: A Relaxation-Based Approach to Optimal Control of Hybrid and Switched Systems
auteur: Azhmyakov, Vadim
Mediatype: Boek
Bindwijze: Paperback
Taal: Engels
Aantal pagina's: 434
Uitgever: Elsevier Science
Plaats van publicatie: 01
Publicatiedatum: 2019-02-20
NUR: Toepassingsgerichte wiskunde
Afmetingen: 229 x 152
ISBN/ISBN13: 9780128147887
Intern nummer: 41100175

Biografie (woord)

Vadim Azhmyakov graduated in 1989 from the Department of Applied Mathematics of the Technical University of Moscow. He gained a Ph.D. in Applied Mathematics in 1994, and a Postdoc in Mathematics in 2006 of the EMA University of Greifswald, Greifswald, Germany. He has experience in Applied Mathematics: optimal control, optimization, numerical methods nonlinear analysis, convex analysis, differential equations and differential inclusions, engineering mathematics; and Control Engineering: hybrid and switched dynamic systems, systems optimization, robust control, control over networks, multiagent systems, robot control, Lagrange mechanics, stochastic dynamics, smart grids, energy management systems.

Extra informatie

A complete overview of the existing generalizations of the conventional optimal control problems

Inhoudsopgave

1. Introduction
2. Mathematical Background
3. Convex Programming
4. Short Course in Continuous Time Dynamic Systems and Control
5. Relaxation Schemes in Conventional Optimal Control and Optimization Theory
6. Optimal Control of Hybrid and Switched Systems
7. Numerically Tractable Relaxation Schemes for Optimal Control of Hybrid and Switched Systems
8. Applications of the Relaxation Based Approach

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