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Nonsmooth Optimization and Its Applications (Hardcover, 1st ed. 2019)
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Nonsmooth Optimization and Its Applications (Hardcover, 1st ed. 2019)
Series: International Series of Numerical Mathematics, 170
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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.
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