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| Link zu diesem Datensatz | https://d-nb.info/1364810905 |
| Titel | Methods of Nonsmooth Optimization in Stochastic Programming : From Conceptual Algorithms to Real-World Applications / by Wim Stefanus van Ackooij, Welington Luis de Oliveira |
| Person(en) |
van Ackooij, Wim Stefanus (Verfasser) de Oliveira, Welington Luis (Verfasser) |
| Organisation(en) | SpringerLink (Online service) (Sonstige) |
| Ausgabe | 1st ed. 2025 |
| Verlag | Cham : Springer Nature Switzerland, Imprint: Springer |
| Zeitliche Einordnung | Erscheinungsdatum: 2025 |
| Umfang/Format | Online-Ressource, XVI, 570 p. 39 illus., 30 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-3-031-84836-0 Printed edition:: ISBN: 978-3-031-84838-4 Printed edition:: ISBN: 978-3-031-84839-1 |
| Inhalt | Introduction -- Primer of convex analysis -- Variational analysis -- Linear and nonlinear optimization problems -- Probability and Statistics -- Fundamental modeling questions in stochastic programming -- Adjusting to uncertainty: modeling recourse -- Probability constraints -- Proximal point algorithms for problems with structure -- Cutting-plane algorithms for nonsmooth convex optimization over simple domains -- Bundle methods for nonsmooth convex optimization over simple domains -- Methods for nonlinearly constrained nonsmooth optimization problems -- Methods for nonsmooth optimization with mixed-integer variables -- Methods for nonsmooth nonconvex optimization -- Two-stage stochastic programs -- Progressive decoupling in multistage stochastic programming -- Scenario decomposition with alternating projections -- Methods for multistage stochastic linear programs -- Methods for handling probability |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2505070414346.001499705753 DOI: 10.1007/978-3-031-84837-7 |
| URL | https://doi.org/10.1007/978-3-031-84837-7 |
| ISBN/Einband/Preis | 978-3-031-84837-7 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | International Series in Operations Research & Management Science ; 363 |
| DDC-Notation | 519.6 (maschinell ermittelte DDC-Kurznotation) |
| Sachgruppe(n) | 510 Mathematik |
| Online-Zugriff | Archivobjekt öffnen |
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