Convex Optimization in Normed Spaces

Theory, Methods and Examples

Nonfiction, Science & Nature, Mathematics, Calculus, Computers, Programming
Cover of the book Convex Optimization in Normed Spaces by Juan Peypouquet, Springer International Publishing
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Author: Juan Peypouquet ISBN: 9783319137100
Publisher: Springer International Publishing Publication: March 18, 2015
Imprint: Springer Language: English
Author: Juan Peypouquet
ISBN: 9783319137100
Publisher: Springer International Publishing
Publication: March 18, 2015
Imprint: Springer
Language: English

This work is intended to serve as a guide for graduate students and researchers who wish to get acquainted with the main theoretical and practical tools for the numerical minimization of convex functions on Hilbert spaces. Therefore, it contains the main tools that are necessary to conduct independent research on the topic. It is also a concise, easy-to-follow and self-contained textbook, which may be useful for any researcher working on related fields, as well as teachers giving graduate-level courses on the topic. It will contain a thorough revision of the extant literature including both classical and state-of-the-art references.

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This work is intended to serve as a guide for graduate students and researchers who wish to get acquainted with the main theoretical and practical tools for the numerical minimization of convex functions on Hilbert spaces. Therefore, it contains the main tools that are necessary to conduct independent research on the topic. It is also a concise, easy-to-follow and self-contained textbook, which may be useful for any researcher working on related fields, as well as teachers giving graduate-level courses on the topic. It will contain a thorough revision of the extant literature including both classical and state-of-the-art references.

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