
Convex Functions, Monotone Operators and Differentiability
Robert R. Phelps(Author)
Springer (Publisher)
Published on 25. January 1989
Book
Paperback/Softback
XII, 120 pages
978-3-540-50735-2 (ISBN)
Article exhausted; check for reprint
Description
These notes start with an introduction to the differentiability of convex functions on Banach spaces, leading to the study of Asplund spaces and their intriguing relationship to monotone operators (and more general set-values maps) and Banach spaces with the Radon-Nikodym property. While much of this is classical, some of it is presented using streamlined proofs which were not available until recently. Considerable attention is paid to contemporary results on variational principles and perturbed optimization in Banach spaces, exhibiting their close connections with Asplund spaces. An introductory course in functional analysis is adequate background for reading these notes which can serve as the basis for a seminar of a one-term graduate course. There are numerous excercises, many of which form an integral part of the exposition.
More details
Series
Language
English
Place of publication
Heidelberg
Germany
Publishing group
Springer Berlin
Target group
College/higher education
Professional and scholarly
Dimensions
Height: 23.5 cm
Width: 15.5 cm
Weight
204 gr
ISBN-13
978-3-540-50735-2 (9783540507352)
DOI
10.1007/978-3-662-21569-2
Schweitzer Classification
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Robert R. Phelps
Convex Functions, Monotone Operators and Differentiability
Book
07/1993
2nd Edition
Springer
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Content
Convex functions on real Banach spaces.- Monotone operators, subdifferentials and Asplund spaces.- Lower semicontinuous convex functions.- A smooth variational principle and more about Asplund spaces.- Asplund spaces, the Radon-Nikodym property and optimization.- Gateaux differentiability spaces.- A generalization of monotone operators: Usco maps.- Notes and remarks.