Minimization algorithms, more specifically those adapted to non-differentiable functions, provide an immediate application of convex analysis to various fields related to optimization and operations research. T
副标题:Part 2: Advanced Theory and Bundle Methods (Grundlehren der mathematischen Wissenschaften) (Pt. 2) 出版年:1993-10-21 页数:372 定价:USD 129.00 装帧:Hardcover 丛书:Grundlehren der mathematischen Wissenschaften ISBN:9783540568520 豆瓣评分
Convex Analysis and Minimization Algorithms I的创作者· ··· Hiriart-Urruty Hiriart-Urruty作者 作者简介· ··· Jean-Baptiste Hiriart-Urruty Département de Mathématiques, Université Paul Sabatier, Toulouse, France Claude Lemaréchal Rocquencourt...
CONVEX ANALYSIS AND MINIMIZATION ALGORITHMS Volumes I and II (Comprehensive Studies in Mathematics 305, 306)doi:10.1112/blms/27.3.300Malcolm C. PullanOxford University Press (OUP)Bulletin of the London Mathematical Society
Convergence of some algorithms for convex minimization 星级: 15 页 Convex Analysis and Minimization Algorithms I Fundamentals_part2(第二部分)《总共两部分》 星级: 215 页 Convex Analysis and Minimization Algorithms I Fundamentals_part1(第一部分)《总共两部分》 星级: 216 页 Convex_Analysis 星级...
Convex Analysis and Minimization Algorithms I 2025 pdf epub mobi 电子书 图书描述 Convex Analysis may be considered as a refinement of standard calculus, with equalities and approximations replaced by inequalities. As such, it can easily be integrated into a graduate study curriculum. Minimization algo...
We discuss efficient optimization algorithms forregularized loss minimization problems where the loss admits a common, yetsimple, variational representation and the regularizer is a VGF. Thesealgorithms enjoy a simple kernel trick, an efficient line search, as well ascomputational advantages over first ...
This book is anabridged version of the two volumes "Convex Analysis and Minimization Algorithms I and II" (Grundlehren der mathematischen Wissenschaften Vol. 305 and 306). It presents an introduction to the basic concepts in convex analysis and a study of convex minimization problems (with an emp...
Lectures on Modern Convex Optimization Analysis, Algorithms, and Engineering Applications2 热度: ConvexAnalysisand Optimization DimitriP.Bertsekas with AngeliaNedicandAsumanE.Ozdaglar MassachusettsInstituteofTechnology WWWsiteforbookInformationandOrders http://.athenasc ...
Hiriart-Urruty, J., Lemarechal, C.: Convex Analysis and Minimization Algorithms II: Advanced Theory and Bundle Methods. Grundlehren der mathematischen Wissenschaften. Springer, Berlin (1996) Google Scholar Huang, G., Lanza, A., Morigi, S., Reichel, L., Sgallari, F.: Majorization–minimizati...