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Convex Analysis and Minimization Algorithms II

Advanced Theory and Bundle Methods

Jezik EngleskiEngleski
Knjiga Tvrdi uvez
Knjiga Convex Analysis and Minimization Algorithms II Jean-Baptiste Hiriart-Urruty
Libristo kod: 01565659
Nakladnici Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, listopad 1993
Convex Analysis may be considered as a refinement of standard calculus, with equalities and approxim... Cijeli opis
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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.

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Informacije o knjizi

Puni naziv Convex Analysis and Minimization Algorithms II
Autor Jean-Baptiste Hiriart-Urruty, Claude Lemarechal
Jezik Engleski
Uvez Knjiga - Tvrdi uvez
Datum izdanja 1993
Broj stranica 348
EAN 9783540568520
ISBN 3540568522
Libristo kod 01565659
Nakladnici Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Težina 1540
Dimenzije 155 x 235 x 30

Kategorija

Mathematics & Science > Mathematics > Calculus & mathematical analysis > Calculus
Mathematics & Science > Mathematics > Calculus & mathematical analysis > Calculus of variations
Mathematics & Science > Mathematics > Calculus & mathematical analysis > Numerical analysis
Economics, Finance, Business & Management > Business & Management > Management & management techniques
Economics, Finance, Business & Management > Business & Management > Operational research
Mathematics & Science > Mathematics > Optimization
Mathematics & Science > Mathematics > Applied mathematics
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