Nonsmooth optimization and its applications [Documento eletrónico] / edited by Seyedehsomayeh Hosseini, Boris S. Mordukhovich, André Uschmajew
Language: eng.Country: Switzerland, Swiss Confederation, Cham.Publication: Cham : Springer International Publishing, Birkhäuser, 2019Description: VII, 149 p. : il.ISBN: 978-3-030-11370-4.Series: International Series of Numerical Mathematics, vol. 170Subject - Topical Name: Mathematical optimization | Calculus of variations | Global analysis (Mathematics) | Manifolds (Mathematics) | Numerical analysis | Operations research | Management science Online Resources:Click here to access onlineItem type | Current library | Collection | Call number | Copy number | Status | Date due | Barcode | |
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E-Books | Biblioteca NOVA FCT Online | Não Ficção | QA402.5.SPR FCT (Browse shelf(Opens below)) | 1 | Available | 96301 |
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QA402.5.SPR FCT Nonlinear optimization | QA402.5.SPR FCT Convex and stochastic optimization | QA402.5.SPR FCT Synthetic aperture radar (SAR) data applications | QA402.5.SPR FCT Nonsmooth optimization and its applications | QA402.5.SPR FCT A derivative-free two level random search method for unconstrained optimization | QA402.5.SPR FCT Optimal coverage in wireless sensor networks | QA402.5.SPR FCT Optimization, variational analysis and applications, IFSOVAA-2020, Varanasi, India, february 2-4 |
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 special issue 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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