On Conditionally Positive Definite Dot Product Kernels
On Conditionally Positive Definite Dot Product Kernels作者机构:Departamento de MatemáticaICMC-USP- Sāo CarlosCaixa Postal 66813560-970 Sāo Carlos SPBrasil Universidade Federal de ItajubáICE-DMCCaixa Postal 5037500-903 ItajubáMGBrasil
出 版 物:《Acta Mathematica Sinica,English Series》 (数学学报(英文版))
年 卷 期:2008年第24卷第7期
页 面:1127-1138页
核心收录:
学科分类:07[理学] 070104[理学-应用数学] 0701[理学-数学]
基 金:PROCAD-CAPES Grant # 0092/01-0
主 题:conditionally positive definite kernels dot product kernels Gram matrices convexity convexity in the sense of Jensen
摘 要:Let m and n be fixed, positive integers and P a space composed of real polynomials in m variables. The authors study functions f : R →R which map Gram matrices, based upon n points of R^m, into matrices, which are nonnegative definite with respect to P Among other things, the authors discuss continuity, differentiability, convexity, and convexity in the sense of Jensen, of such functions