Titlebook: Introduction to Nonsmooth Optimization; Theory, Practice and Adil Bagirov,Napsu Karmitsa,Marko M. M?kel? Book 2014 Springer International P

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書目名稱Introduction to Nonsmooth Optimization影響因子(影響力)




書目名稱Introduction to Nonsmooth Optimization影響因子(影響力)學(xué)科排名




書目名稱Introduction to Nonsmooth Optimization網(wǎng)絡(luò)公開度




書目名稱Introduction to Nonsmooth Optimization網(wǎng)絡(luò)公開度學(xué)科排名




書目名稱Introduction to Nonsmooth Optimization被引頻次




書目名稱Introduction to Nonsmooth Optimization被引頻次學(xué)科排名




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書目名稱Introduction to Nonsmooth Optimization年度引用學(xué)科排名




書目名稱Introduction to Nonsmooth Optimization讀者反饋




書目名稱Introduction to Nonsmooth Optimization讀者反饋學(xué)科排名

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ETCH

https://doi.org/10.1007/978-3-319-08114-4Bundle methods; Nondifferentiable optimization; Nonsmooth analysis; Subgradient methods; Test problems

管理員

女上癮

978-3-319-34627-4Springer International Publishing Switzerland 2014

dermatomyositis

軍械庫

Academic Problemsion which can be and have been used to test the nonsmooth optimization software. We use a classification of test problems such that it is easy to pick up those problems that share features in interest. That is, for instance, convexity or nonconvexity, or min-max, piecewise quadratic or general polynomial objective function structure, etc.

誘導(dǎo)

Hybrid Methodsods to be introduced are the . and the . for solving general small- and medium-scale nonsmooth optimization problems; the modification of variable metric bundle method for solving large-scale nonsmooth optimization problems, that is, the .; and the . for extremely large-scale convex nonsmooth optimization problems.

agnostic

Nonconvex Analysis subdifferential, many different generalizations of the concept of a subdifferential for nonconvex nonsmooth functions exist. At the end of this chapter we briefly recall some of them. More specifically we give definitions of the quasidifferential, the codifferential, the basic (limiting) and the singular subdifferentials.

愛管閑事

Generalized Convexitieses of the generalized pseudo- and quasiconvexities for nondifferentiable locally Lipschitz continuous functions. The treatment is based on the Clarke subdifferentials and generalized directional derivatives.