Verwandte Artikel zu Introduction to Nonsmooth Optimization: Theory, Practice...

Introduction to Nonsmooth Optimization: Theory, Practice and Software - Hardcover

 
9783319081137: Introduction to Nonsmooth Optimization: Theory, Practice and Software

Inhaltsangabe

This book is the first easy-to-read text on nonsmooth optimization (NSO, not necessarily differentiable optimization). Solving these kinds of problems plays a critical role in many industrial applications and real-world modeling systems, for example in the context of image denoising, optimal control, neural network training, data mining, economics and computational chemistry and physics. The book covers both the theory and the numerical methods used in NSO and provide an overview of different problems arising in the field. It is organized into three parts:

1. convex and nonconvex analysis and the theory of NSO;

2. test problems and practical applications;

3. a guide to NSO software.

The book is ideal for anyone teaching or attending NSO courses. As an accessible introduction to the field, it is also well suited as an independent learning guide for practitioners already familiar with the basics of optimization.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Über die Autorin bzw. den Autor

A.M. Bagirov received a master degree in Applied Mathematics from Baku State University, Azerbaijan in 1983, and the Candidate of Sciences degree in Mathematical Cybernetics from the Institute of Cybernetics of Azerbaijan National Academy of Sciences in 1989 and PhD degree in Optimization from Federation University Australia (formerly the University of Ballarat), Ballarat, Australia in 2002. He worked at the Space Research Institute (Baku, Azerbaijan), Baku State University (Baku, Azerbaijan), Joint Institute for Nuclear Research (Moscow, Russia). Dr. Bagirov is with Federation University Australia (Ballarat, Australia) since 1999. He currently holds the Associate Professor position at this university. He has won four Australian Research Council Discovery and Linkage grants to conduct research in nonsmooth and global optimization and their applications. He was awarded Australian Research Council Postdoctoral Fellow and Australian Research Council Research Fellow. His main research interests are in the area of nonsmooth and global optimization and their applications in data mining, regression analysis and water management. Dr. Bagirov has published more than one hundred journal papers, book chapters and papers in conference proceedings.

Napsu Karmitsa has been a Docent (Adjunct Professor) of Applied Mathematics at the Department of Mathematics and Statistics at the University of Turku, Finland, since 2011. She obtained her MSc decree in Organic Chemistry in 1998 and PhD degree in Scientific Computing in 2004 both from the University of Jyväskylä, Finland. At the moment, she holds a position of a postdoctoral fellow at the University of Turku. Her research is focused on nonsmooth optimization and analysis. Special emphasis is given to nonconvex, global and large-scale cases. She is also studying theory of generalized pseudo and quasiconvexities for nonsmooth functions and developing numerical methods for solving nonsmooth possible nonconvex and large-scale optimization problems.

Marko M. Mäkelä currently holds the full professorship in Applied Mathematics at the University Turku, Finland. He is also a vice head of the Department of Mathematics and Statistics at the University of Turku. He obtained his MSc degree in Applied Mathematics in 1986 and PhD degree in Scientific Computing in 1990 both from the University of Jyväskylä, Finland. He still holds a Docent (Adjunct Professor) position at the University of Jyväskylä. Prof. Mäkeläs’ research is focused mainly on nonsmooth analysis and optimization. Special emphasis has been on nonsmooth and nonconvex analysis including optimality conditions and the theory of generalized (pseudo- and quasi-) convexities, together with designing numerical methods for nonsmooth nonconvex optimization, where the focus is on efficient implementation of these solution methods. In addition, his research interests include mixed integer nonlinear programming, multiobjective optimization, in particular interactive method, metaheuristics in global optimization and industrial applications. He is one of the developers of the interactive NIMBUS-method for multiobjective optimization working via the Internet. Furthermore, his previous book on Nonsmooth Optimization (World Scientific, 1992) coauthored with prof. Pekka Neittaanmäki has been one major textbook in the area of nonsmooth analysis and optimization. 

Von der hinteren Coverseite

This book is the first easy-to-read text on nonsmooth optimization (NSO, not necessarily di?erentiable optimization). Solving these kinds of problems plays a critical role in many industrial applications and real-world modeling systems, for example in the context of image denoising, optimal control, neural network training, data mining, economics, and computational chemistry and physics. The book covers both the theory and the numerical methods used in NSO, and provides an overview of di?erent problems arising in the ?eld. It is organized into three parts:

1.convex and nonconvex analysis and the theory of NSO;

2.test problems and practical applications;

3.a guide to NSO software.

The book is ideal for anyone teaching or attending NSO courses. As an accessible introduction to the ?eld, it is also well suited as an independent learning guide for practitioners already familiar with the basics of optimization.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

  • VerlagSpringer
  • Erscheinungsdatum2014
  • ISBN 10 3319081136
  • ISBN 13 9783319081137
  • EinbandTapa dura
  • SpracheEnglisch
  • Anzahl der Seiten392
  • Kontakt zum HerstellerNicht verfügbar

Gebraucht kaufen

Zustand: Sehr gut
Zustand: Sehr gut | Seiten: 392...
Diesen Artikel anzeigen

Gratis für den Versand innerhalb von/der Deutschland

Versandziele, Kosten & Dauer

EUR 5,91 für den Versand von Vereinigtes Königreich nach Deutschland

Versandziele, Kosten & Dauer

Weitere beliebte Ausgaben desselben Titels

9783319346274: Introduction to Nonsmooth Optimization: Theory, Practice and Software

Vorgestellte Ausgabe

ISBN 10:  331934627X ISBN 13:  9783319346274
Verlag: Springer, 2016
Softcover

Suchergebnisse für Introduction to Nonsmooth Optimization: Theory, Practice...

Beispielbild für diese ISBN

Adil Bagirov, Marko M. Mäkelä, Napsu Karmitsa
ISBN 10: 3319081136 ISBN 13: 9783319081137
Gebraucht Hardcover

Anbieter: Buchpark, Trebbin, Deutschland

Verkäuferbewertung 5 von 5 Sternen 5 Sterne, Erfahren Sie mehr über Verkäufer-Bewertungen

Zustand: Sehr gut. Zustand: Sehr gut | Seiten: 392 | Sprache: Englisch | Produktart: Bücher. Artikel-Nr. 24842001/2

Verkäufer kontaktieren

Gebraucht kaufen

EUR 77,24
Währung umrechnen
Versand: Gratis
Innerhalb Deutschlands
Versandziele, Kosten & Dauer

Anzahl: 1 verfügbar

In den Warenkorb

Beispielbild für diese ISBN

Adil Bagirov, Marko M. Mäkelä, Napsu Karmitsa
ISBN 10: 3319081136 ISBN 13: 9783319081137
Gebraucht Hardcover

Anbieter: Buchpark, Trebbin, Deutschland

Verkäuferbewertung 5 von 5 Sternen 5 Sterne, Erfahren Sie mehr über Verkäufer-Bewertungen

Zustand: Hervorragend. Zustand: Hervorragend | Seiten: 392 | Sprache: Englisch | Produktart: Bücher. Artikel-Nr. 24842001/1

Verkäufer kontaktieren

Gebraucht kaufen

EUR 77,24
Währung umrechnen
Versand: Gratis
Innerhalb Deutschlands
Versandziele, Kosten & Dauer

Anzahl: 16 verfügbar

In den Warenkorb

Beispielbild für diese ISBN

Bagirov
Verlag: Springer, 2014
ISBN 10: 3319081136 ISBN 13: 9783319081137
Neu Hardcover

Anbieter: Ria Christie Collections, Uxbridge, Vereinigtes Königreich

Verkäuferbewertung 5 von 5 Sternen 5 Sterne, Erfahren Sie mehr über Verkäufer-Bewertungen

Zustand: New. In. Artikel-Nr. ria9783319081137_new

Verkäufer kontaktieren

Neu kaufen

EUR 144,75
Währung umrechnen
Versand: EUR 5,91
Von Vereinigtes Königreich nach Deutschland
Versandziele, Kosten & Dauer

Anzahl: Mehr als 20 verfügbar

In den Warenkorb

Foto des Verkäufers

Adil Bagirov
ISBN 10: 3319081136 ISBN 13: 9783319081137
Neu Hardcover

Anbieter: AHA-BUCH GmbH, Einbeck, Deutschland

Verkäuferbewertung 5 von 5 Sternen 5 Sterne, Erfahren Sie mehr über Verkäufer-Bewertungen

Buch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book is the first easy-to-read text on nonsmooth optimization (NSO, not necessarily di erentiable optimization). Solving these kinds of problems plays a critical role in many industrial applications and real-world modeling systems, for example in the context of image denoising, optimal control, neural network training, data mining, economics and computational chemistry and physics. The book covers both the theory and the numerical methods used in NSO and provide an overview of di erent problems arising in the field. It is organized into three parts:1. convex and nonconvex analysis and the theory of NSO;2. test problems and practical applications;3. a guide to NSO software.The book is ideal for anyone teaching or attending NSO courses. As an accessible introduction to the field, it is also well suited as an independent learning guide for practitioners already familiar with the basics of optimization. Artikel-Nr. 9783319081137

Verkäufer kontaktieren

Neu kaufen

EUR 160,49
Währung umrechnen
Versand: Gratis
Innerhalb Deutschlands
Versandziele, Kosten & Dauer

Anzahl: 1 verfügbar

In den Warenkorb

Beispielbild für diese ISBN

Bagirov, Adil (Author)/ Karmitsa, Napsu (Author)/ Mäkelä, Marko M. (Author)
Verlag: Springer, 2014
ISBN 10: 3319081136 ISBN 13: 9783319081137
Neu Hardcover

Anbieter: Revaluation Books, Exeter, Vereinigtes Königreich

Verkäuferbewertung 5 von 5 Sternen 5 Sterne, Erfahren Sie mehr über Verkäufer-Bewertungen

Hardcover. Zustand: Brand New. 392 pages. 9.25x6.25x1.00 inches. In Stock. Artikel-Nr. x-3319081136

Verkäufer kontaktieren

Neu kaufen

EUR 239,47
Währung umrechnen
Versand: EUR 11,87
Von Vereinigtes Königreich nach Deutschland
Versandziele, Kosten & Dauer

Anzahl: 2 verfügbar

In den Warenkorb