標(biāo)題: Titlebook: Introduction to Nonsmooth Optimization; Theory, Practice and Adil Bagirov,Napsu Karmitsa,Marko M. M?kel? Book 2014 Springer International P [打印本頁] 作者: 筆記 時間: 2025-3-21 19:57
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
書目名稱Introduction to Nonsmooth Optimization年度引用
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
作者: 無法破譯 時間: 2025-3-21 22:21 作者: ETCH 時間: 2025-3-22 01:01
https://doi.org/10.1007/978-3-319-08114-4Bundle methods; Nondifferentiable optimization; Nonsmooth analysis; Subgradient methods; Test problems作者: 管理員 時間: 2025-3-22 06:11 作者: 女上癮 時間: 2025-3-22 10:53
978-3-319-34627-4Springer International Publishing Switzerland 2014作者: dermatomyositis 時間: 2025-3-22 15:00 作者: 軍械庫 時間: 2025-3-22 17:23
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.作者: 誘導(dǎo) 時間: 2025-3-23 00:51
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.作者: agnostic 時間: 2025-3-23 04:20
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.作者: 愛管閑事 時間: 2025-3-23 06:12
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.作者: 礦石 時間: 2025-3-23 11:29
SemiAcademic Problemsmum eigenvalue problem that is an important part of many engineering design problems and graph theoretical applications. The interested reader may find more details of each problem class in the Notes and References at the end of Part II.作者: insecticide 時間: 2025-3-23 17:26 作者: IRS 時間: 2025-3-23 21:29
Book 2014 plays a critical role in many industrial applications and real-world modeling systems, for example in the context of image denoising, optimal control, neural network training, data mining, economics and computational chemistry and physics. The book covers both the theory and the numerical methods u作者: 協(xié)迫 時間: 2025-3-23 23:05
Convex Analysisnot necessarily differentiable functions. We define subgradients and subdifferentials and present some basic results. At the end of this chapter, we link these analytical and geometrical concepts together.作者: 過多 時間: 2025-3-24 05:28
Optimality Conditionslocally Lipschitz continuous functions by using subgradient information, and present their basic properties. These linearizations are suitable for function approximation. Finally, we define the notion of a descent direction and show how to find it for a locally Lipschitz continuous function.作者: 分開如此和諧 時間: 2025-3-24 08:06
Approximations of Subdifferentialsa given point. Finally, we introduce the notion of piecewise partially separable functions and study their properties. In particular, we describe how to calculate the discrete gradient for a piecewise partially separable function.作者: CLIFF 時間: 2025-3-24 11:30
Subgradient Methodssed NSO methods, although they may suffer from some serious drawbacks (this is true especially with the simplest versions of subgradient methods). The first method to be considered in this chapter is the cornerstone of NSO, the .. Then the ideas of the more sophisticated subgradient method, the well-known . are introduced.作者: 農(nóng)學(xué) 時間: 2025-3-24 16:13
Cutting Plane Methodsion. In this way, more information about the local behavior of the function is obtained than what an individual arbitrary subgradient can yield. In this chapter, we first introduce the basic ideas of the . and then the more advanced ..作者: Medley 時間: 2025-3-24 20:47
Bundle Methods than what an individual arbitrary subgradient can yield. In this chapter, we first introduce the most frequently used bundle methods, that is, the . and the ., and then we describe the basic ideas of the second order ..作者: 離開 時間: 2025-3-25 02:39
Book 2014e theory of NSO;.2. test problems and practical applications;.3. a guide to NSO software..The book is ideal for anyone teaching or attending NSO courses. As an accessible introduction to the ?eld, it is also well suited as an independent learning guide for practitioners already familiar with the basics of optimization.作者: 神圣在玷污 時間: 2025-3-25 04:30
ptimization and offers a survey of different problems arisin.This book is the first easy-to-read text on nonsmooth optimization (NSO, not necessarily di?erentiable optimization). Solving these kinds of problems plays a critical role in many industrial applications and real-world modeling systems, fo作者: 咒語 時間: 2025-3-25 11:12 作者: Gesture 時間: 2025-3-25 13:54 作者: 晚來的提名 時間: 2025-3-25 18:58 作者: 認(rèn)識 時間: 2025-3-25 22:55 作者: 合群 時間: 2025-3-26 03:42 作者: folliculitis 時間: 2025-3-26 06:10
Adil Bagirov,Napsu Karmitsa,Marko M. M?kel?ies underlying key advances such as energy efficiency (e.g. batteries for electric cars, etc.), green and sustainable chemical industries, new materials (corrosion resistant and low-friction), and biomedical se978-1-4419-6996-5作者: 比喻好 時間: 2025-3-26 09:21 作者: Infusion 時間: 2025-3-26 16:05
Adil Bagirov,Napsu Karmitsa,Marko M. M?kel?ies underlying key advances such as energy efficiency (e.g. batteries for electric cars, etc.), green and sustainable chemical industries, new materials (corrosion resistant and low-friction), and biomedical se978-1-4419-6996-5作者: Interdict 時間: 2025-3-26 20:35 作者: chronology 時間: 2025-3-26 22:46 作者: CLAP 時間: 2025-3-27 01:31
Convex Analysis geometrical viewpoint by examining the tangent and normal cones of convex sets. Then we generalize the concepts of differential calculus for convex, not necessarily differentiable functions. We define subgradients and subdifferentials and present some basic results. At the end of this chapter, we l作者: 壓碎 時間: 2025-3-27 05:47 作者: 袋鼠 時間: 2025-3-27 11:14 作者: sorbitol 時間: 2025-3-27 13:50
Generalized Convexities has been the most important concept since the basic reference by Rockafellar was published. Different types of generalized convexities have proved to be the main tool when constructing optimality conditions, particularly sufficient conditions for optimality. In this chapter, we analyze the properti作者: Bronchial-Tubes 時間: 2025-3-27 20:52 作者: 妨礙 時間: 2025-3-27 23:25 作者: 陰謀小團(tuán)體 時間: 2025-3-28 03:49
SemiAcademic Problemsaller in dimension or simpler in structure. The examples of this kind of methodological nonsmoothness are Lagrange relaxation, different decompositions, dual formulations, and exact penalty functions. In this chapter, we briefly describe some of these formulations. In addition, we represent the maxi作者: 罵人有污點(diǎn) 時間: 2025-3-28 10:03
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 polyn作者: opportune 時間: 2025-3-28 12:31 作者: bioavailability 時間: 2025-3-28 17:36
Cutting Plane Methodsations. If the information from previous iterations is kept, it is possible to define a model—the so-called cutting plane model—of the objective function. In this way, more information about the local behavior of the function is obtained than what an individual arbitrary subgradient can yield. In th作者: 狼群 時間: 2025-3-28 20:34
Bundle Methodsl theory developed by Rockafellar and Clarke, where the classical differential theory is generalized for convex and locally Lipschitz continuous functions, respectively. The basic idea of bundle methods is to approximate the subdifferential (that is, the set of subgradients) of the objective functio作者: 支架 時間: 2025-3-28 23:55
Gradient Sampling Methodsient sampling method is a method for minimizing an objective function that is locally Lipschitz continuous and smooth on an open dense subset of .. The objective may be nonsmooth and/or nonconvex. Gradient sampling methods may be considered as a stabilized steepest descent algorithm. The central ide作者: puzzle 時間: 2025-3-29 06:24 作者: linguistics 時間: 2025-3-29 08:58 作者: Audiometry 時間: 2025-3-29 12:09
Adil Bagirov,Napsu Karmitsa,Marko M. M?kel?teries for electric cars, fuel cells, capacitors, solar cellWhile electrochemistry deals with the interrelation of electrical and chemical phenomena, applied electrochemistry is the interface between fundamental science and practical applications. It is vitally important for our industrial society o作者: 固執(zhí)點(diǎn)好 時間: 2025-3-29 15:34
teries for electric cars, fuel cells, capacitors, solar cellWhile electrochemistry deals with the interrelation of electrical and chemical phenomena, applied electrochemistry is the interface between fundamental science and practical applications. It is vitally important for our industrial society o作者: 財(cái)主 時間: 2025-3-29 23:01
l science and practical applications. It is vitally important for our industrial society of today and even more so for its future. A successful response to global challenges such as securing energy supply, developing energy-efficient and sustainable processes and materials, environmentally friendly 作者: Juvenile 時間: 2025-3-30 01:06
Adil Bagirov,Napsu Karmitsa,Marko M. M?kel?teries for electric cars, fuel cells, capacitors, solar cellWhile electrochemistry deals with the interrelation of electrical and chemical phenomena, applied electrochemistry is the interface between fundamental science and practical applications. It is vitally important for our industrial society o作者: 藥物 時間: 2025-3-30 05:10 作者: 獸皮 時間: 2025-3-30 11:35
Adil Bagirov,Napsu Karmitsa,Marko M. M?kel?teries for electric cars, fuel cells, capacitors, solar cellWhile electrochemistry deals with the interrelation of electrical and chemical phenomena, applied electrochemistry is the interface between fundamental science and practical applications. It is vitally important for our industrial society o作者: aquatic 時間: 2025-3-30 16:23
Adil Bagirov,Napsu Karmitsa,Marko M. M?kel?l science and practical applications. It is vitally important for our industrial society of today and even more so for its future. A successful response to global challenges such as securing energy supply, developing energy-efficient and sustainable processes and materials, environmentally friendly 作者: 細(xì)胞 時間: 2025-3-30 18:23 作者: BLA 時間: 2025-3-30 22:08
Conclusions,ey demand (chapter 1). The alleged empirical existence of these two money demand relations therefore defined the main problems to be dealt with in this study. These involved, as likewise stated in the title, the problem of econometric modelling and the problem of cross-sectional aggregation.作者: FUSC 時間: 2025-3-31 04:26
Sandip S. Panesar,Kumar Abhinav,Peizhi Zhou,Yuanzhi Xu,Juan Fernandez-Mirandatist partnership or by featuring new music from an emerging band, you can build a bond that extends far beyond product experience. .Music touches us emotionally in a way that words seldom do. We 978-1-137-58202-7作者: ventilate 時間: 2025-3-31 06:22
Imperfect EOQ System,ity models, which accounts for imperfect items in their mathematical formulation, has become an operational priority in supply chain management (Khan et al. 2011). This enhancement may also include the knowledge transfer between supply chain entities in order to reduce the percentage of defective it
