Editors:
- Highlights different aspects of nonsmooth and variational analysis
- Presents optimization methods and their convergence theory and applications
- Six research articles gathered focus on recent results
Part of the book series: International Series of Numerical Mathematics (ISNM, volume 170)
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Table of contents (6 chapters)
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Front Matter
About this book
Since nonsmooth optimization problems arise in a diverse range of real-world applications, the potential impact of efficient methods for solving such problems is undeniable. Even solving difficult smooth problems sometimes requires the use of nonsmooth optimization methods, in order to either reduce the problem’s scale or simplify its structure. Accordingly, the field of nonsmooth optimization is an important area of mathematical programming that is based on by now classical concepts of variational analysis and generalized derivatives, and has developed a rich and sophisticated set of mathematical tools at the intersection of theory and practice.
This volume of ISNM is an outcome of the workshop "Nonsmooth Optimization and its Applications," which was held from May 15 to 19, 2017 at the Hausdorff Center for Mathematics, University of Bonn. The six research articles gathered here focus on recent results that highlight different aspects of nonsmooth and variational analysis, optimization methods, their convergence theory and applications.
Editors and Affiliations
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IAV GmbH, Gifhorn, Germany
Seyedehsomayeh Hosseini
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Department of Mathematics, Wayne State University, Detroit, USA
Boris S. Mordukhovich
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Max Planck Institute for Mathematics in the Sciences, Leipzig, Germany
André Uschmajew
Bibliographic Information
Book Title: Nonsmooth Optimization and Its Applications
Editors: Seyedehsomayeh Hosseini, Boris S. Mordukhovich, André Uschmajew
Series Title: International Series of Numerical Mathematics
DOI: https://doi.org/10.1007/978-3-030-11370-4
Publisher: Birkhäuser Cham
eBook Packages: Mathematics and Statistics, Mathematics and Statistics (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2019
Hardcover ISBN: 978-3-030-11369-8Published: 10 April 2019
eBook ISBN: 978-3-030-11370-4Published: 29 March 2019
Series ISSN: 0373-3149
Series E-ISSN: 2296-6072
Edition Number: 1
Number of Pages: VII, 149
Number of Illustrations: 22 illustrations in colour
Topics: Calculus of Variations and Optimal Control; Optimization, Global Analysis and Analysis on Manifolds, Numerical Analysis, Operations Research, Management Science