Convex Optimization 作者:Stephen Boyd/Lieven Vandenberghe 出版社:Cambridge University Press 出版年:2004-3-8 页数:727 定价:USD 90.00 装帧:Hardcover ISBN:9780521833783 豆瓣评分 9.6 522人评价 5星 78.9% 4星 18.8% 3星 1.9% 2星 0.4% 1星
Vandenberghe, LievenS. Boyd and L. Vandenberghe, Convex Optimization Theory. New York, NY, USA: Cambridge Univ. Press, 2004.S. P. Boyd and L. Vandenberghe, Convex optimization theory, 7th ed. New York: Cambridge University Press, Jun. 2004, vol. 25, no. 3....
Convex Optimization—Boyd&Vandenberghe 4. Convex optimization problems • optimization problem in standard form • convex optimization problems • q..
ConvexOptimization—Boyd&Vandenberghe 3.Convexfunctions •basicpropertiesandexamples •operationsthatpreserveconvexity •theconjugatefunction •quasiconvexfunctions •log-concaveandlog-convexfunctions •convexitywithrespecttogeneralizedinequalities 3–1 Definition f:R n →Risconvexifdomfisaconvexsetand f...
ConvexOptimization—Boyd&Vandenberghe 10.Unconstrainedminimization •terminologyandassumptions •gradientdescentmethod •steepestdescentmethod •Newton’smethod •self-concordantfunctions •implementation 10–1 Unconstrainedminimization minimizef(x) •fconvex,twicecontinuouslydifferentiable(hencedomfopen)...
Convex Optimization – Boyd and Vandenberghe 下载积分: 900 内容提示: Convex Optimization . . , . . . . . 文档格式:PDF | 页数:730 | 浏览次数:193 | 上传日期:2014-08-09 10:37:33 | 文档星级: Convex Optimization . . , . . . . . ...
凸优化必看!《Convex》解析 大家好,今天给大家推荐一本非常经典的凸优化读物——《Convex Optimization》。这本书是由Stephen Boyd和Lieven Vandenberghe这两位大佬合著的,涵盖了凸优化理论的方方面面。无论你是研究统计学、运筹学、管理科学还是计算机科学,这本书都值得一读。下面我简单给大家总结一下书中的重点内容:...
Convex Optimization — Boyd & Vandenberghe3. Convex functions basic properties and examples operations that preserve convexity the conjugate function quasiconvex functions log-concave and log-convex functions convexity with respect to generalized inequalities3–1Definitionf : Rn→ R is convex if domf is...
Boyd, S., Boyd, S. P., & Vandenberghe, L. (2004).Convex optimization . Cambridge university ...
内容提示: Convex Optimization — Boyd & Vandenberghe1. Introduction• mathematical optimization• least-squares and linear programming• convex optimization• example• course goals and topics• nonlinear optimization• brief history of convex optimization1–1 文档格式:PDF | 页数:300 | 浏览...