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Convex Analysis and Minimization Algorithms I

Name: Convex Analysis and Minimization Algorithms I
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 01653208
Price: 143.71 EUR
Availability: InStock
Author: Jean-Baptiste Hiriart-Urruty
ISBN: 9783642081613

Fundamentals

Jean-Baptiste Hiriart-Urruty

Claude Lemarechal

Language

English

Book Paperback

Libristo code: 01653208

Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, May 2011

Convex Analysis may be considered as a refinement of standard calculus, with equalities and approxim... Full description

Libristo code: 01653208

349 b

143.71 €

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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.