Convex Optimization in Normed Spaces

Juan Peypouquet

ISBN 10: 3319137093 / ISBN 13: 9783319137094

Verlag: Springer International Publishing AG, CH, 2015

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. Bestandsnummer des Verkäufers LU-9783319137094

Inhaltsangabe:

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.

Über die Autorin bzw. den Autor: Juan Peypouquet is an Associate Professor at the Mathematics Department of the Universidad Tecnica Federico Santa Maria.  His main research interest is the study of the asymptotic behavior of dynamical systems in a broad sense, along with their applications in variational analysis and optimization.

Bibliografische Details

Titel: Convex Optimization in Normed Spaces
Verlag: Springer International Publishing AG, CH
Erscheinungsdatum: 2015
Einband: Paperback
Zustand: New