Introduction to the Theory of Reproducing Kernel Hilbert Spa (Hardcover)
 
作者: Vern I. Paulsen 
分類: Functional analysis & transforms ,
Quantum physics (quantum mechanics & quantum field theory)  
書城編號: 1095751


售價: $812.00

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出版社: Cambridge University Press
出版日期: 2016/04/11
尺寸: 228x152x21mm
重量: 442 grams
ISBN: 9781107104099

商品簡介
Reproducing kernel Hilbert spaces have developed into an important tool in many areas, especially statistics and machine learning, and they play a valuable role in complex analysis, probability, group representation theory, and the theory of integral operators. This unique text offers a unified overview of the topic, providing detailed examples of applications, as well as covering the fundamental underlying theory, including chapters on interpolation and approximation, Cholesky and Schur operations on kernels, and vector-valued spaces. Self-contained and accessibly written, with exercises at the end of each chapter, this unrivalled treatment of the topic serves as an ideal introduction for graduate students across mathematics, computer science, and engineering, as well as a useful reference for researchers working in functional analysis or its applications.
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