Convex Analysis and Minimization Algorithms I: Fundamentals (Grundlehren der mathematischen Wissenschaften, 305, Band 305) - Hardcover

Buch 7 von 125: Ergebnisse der Mathematik und ihrer Grenzgebiete. 3. Folge/A Series of Modern Surveys in Mathematics

Hiriart-Urruty, Jean-Baptiste; Lemarechal, Claude

 
9783540568506: Convex Analysis and Minimization Algorithms I: Fundamentals (Grundlehren der mathematischen Wissenschaften, 305, Band 305)

Inhaltsangabe

Convex Analysis may be considered as a refinement of standard calculus, with equalities and approximations replaced by inequalities. As such, it can easily be integrated into a graduate study curriculum. Minimization algorithms, more specifically those adapted to non-differentiable functions, provide an immediate application of convex analysis to various fields related to optimization and operations research. These two topics making up the title of the book, reflect the two origins of the authors, who belong respectively to the academic world and to that of applications. Part I can be used as an introductory textbook (as a basis for courses, or for self-study); Part II continues this at a higher technical level and is addressed more to specialists, collecting results that so far have not appeared in books.

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9783642081613: Convex Analysis and Minimization Algorithms I: Fundamentals: 305 (Grundlehren der mathematischen Wissenschaften)

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ISBN 10:  3642081614 ISBN 13:  9783642081613
Verlag: Springer, 2011
Softcover