کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4605136 1337549 2013 13 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
An extension of Mercer theorem to matrix-valued measurable kernels
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات آنالیز ریاضی
پیش نمایش صفحه اول مقاله
An extension of Mercer theorem to matrix-valued measurable kernels
چکیده انگلیسی

We extend the classical Mercer theorem to reproducing kernel Hilbert spaces whose elements are functions from a measurable space X into Cn. Given a finite measure μ on X, we represent the reproducing kernel K as a convergent series in terms of the eigenfunctions of a suitable compact operator depending on K and μ. Our result holds under the mild assumption that K is measurable and the associated Hilbert space is separable. Furthermore, we show that X has a natural second countable topology with respect to which the eigenfunctions are continuous and such that the series representing K uniformly converges to K on compact subsets of X×X, provided that the support of μ is X.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Applied and Computational Harmonic Analysis - Volume 34, Issue 3, May 2013, Pages 339-351