Mathematics of Optimization: Smooth and Nonsmooth Case - Hardcover

Giorgi, G.; Giorgi, Giorgio; Guerraggio, A.

Hardcover

ISBN 10: 0444505504 ISBN 13: 9780444505507

Verlag: Elsevier, 2004

Inhaltsangabe

The book is intended for people (graduates, researchers, but also undergraduates with a good mathematical background) involved in the study of (static) optimization problems (in finite-dimensional spaces). It contains a lot of material, from basic tools of convex analysis to optimality conditions for smooth optimization problems, for non smooth optimization problems and for vector optimization problems.The development of the subjects are self-contained and the bibliographical references are usually treated in different books (only a few books on optimization theory deal also with vector problems), so the book can be a starting point for further readings in a more specialized literature.Assuming only a good (even if not advanced) knowledge of mathematical analysis and linear algebra, this book presents various aspects of the mathematical theory in optimization problems. The treatment is performed in finite-dimensional spaces and with no regard to algorithmic questions. After two chapters concerning, respectively, introductory subjects and basic tools and concepts of convex analysis, the book treats extensively mathematical programming problems in the smmoth case, in the nonsmooth case and finally vector optimization problems.

Über diesen Titel

Críticas

"To the reader who seeks a comprehensive, rigorous text on optimization in a finite dimensional space, with detailed, clear explanations and examples, the book could be very acttractive."
Zvi Artstein (Rehovot), in: Mathematical Reviews, 2005

"The book contains several excellent tables and figures which summarize interrelations between different concepts, like different notions of convexity, or the implications between the numerous constraint quailifications."
Mirjam Dür (Darmstadt University of Technology),in:
Mathematical Methods of Operational Research, p.2, Vol. 61, 2005)

Reseña del editor

The book is intended for people (graduates, researchers, but also undergraduates with a good mathematical background) involved in the study of (static) optimization problems (in finite-dimensional spaces). It contains a lot of material, from basic tools of convex analysis to optimality conditions for smooth optimization problems, for non smooth optimization problems and for vector optimization problems.

The development of the subjects are self-contained and the bibliographical references are usually treated in different books (only a few books on optimization theory deal also with vector problems), so the book can be a starting point for further readings in a more specialized literature.

Assuming only a good (even if not advanced) knowledge of mathematical analysis and linear algebra, this book presents various aspects of the mathematical theory in optimization problems. The treatment is performed in finite-dimensional spaces and with no regard to algorithmic questions. After two chapters concerning, respectively, introductory subjects and basic tools and concepts of convex analysis, the book treats extensively mathematical programming problems in the smmoth case, in the nonsmooth case and finally vector optimization problems.

· Self-contained
· Clear style and results are either proved or stated precisely with adequate references
· The authors have several years experience in this field
· Several subjects (some of them non usual in books of this kind) in one single book, including nonsmooth optimization and vector optimization problems
· Useful long references list at the end of each chapter

Details zur Ausgabe

• Verlag: Elsevier
• Erscheinungsdatum: 2004
• Sprache: Englisch
• ISBN 10: 0444505504
• ISBN 13: 9780444505507
• Einband: Tapa dura
• Anzahl der Seiten: 616
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Barbara Criscuolo; b.criscuolo@lswr.it; ; Via Spadolini, 7; Milano; 20141; Italien