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Convex Analysis and Minimization Algorithms II

Name: Convex Analysis and Minimization Algorithms II
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 01565659
Price: 154.55 EUR
Availability: InStock
Author: Jean-Baptiste Hiriart-Urruty
ISBN: 9783540568520

Advanced Theory and Bundle Methods

Jean-Baptiste Hiriart-Urruty

Claude Lemarechal

Language

English

Book Hardback

Libristo code: 01565659

Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, October 1993

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

Libristo code: 01565659

373 b

154.55 €

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Convex Analysis may be considered as a refinement of standard calculus, with equalities and approximations replaced by inequalities. 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. The emphasis of the book is on introducing readers in a gradual and digestible manner to the concepts of convex analysis, their interlinking and their implications, with algorithmic ideas worked in. Theory is interspersed with application and vice versa; illustrative numerical results are given , and over 170 pictures illustrate and support geometric intuition. Part I can be used as an introductory textbook; 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.