Dung / Dung / Temlyakov Hyperbolic Cross Approximation

Erscheinungsjahr 2018
ISBN: 978-3-319-92240-9
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 218 Seiten, eBook

Reihe: Advanced Courses in Mathematics - CRM Barcelona

This book provides a systematic survey of classical and recent results on hyperbolic cross approximation. Motivated by numerous applications, the last two decades have seen great success in studying multivariate approximation. Multivariate problems have proven to be considerably more difficult than their univariate counterparts, and recent findings have established that multivariate mixed smoothness classes play a fundamental role in high-dimensional approximation. The book presents essential findings on and discussions of linear and nonlinear approximations of the mixed smoothness classes. Many of the important open problems explored here will provide both students and professionals with inspirations for further research.

Zielgruppe

Graduate

Autoren/Hrsg.

Dung, Dinh

Temlyakov, Vladimir

Ullrich, Tino

Tikhonov, Sergey

Inhaltsverzeichnis

Introduction.- Trigonometric polynomials.- Function spaces on T^d.- Linear approximation.- Sampling recovery.- Entropy numbers.- Best m-term approximation.- Numerical integration.- Related problems.- High-dimensional approximation.- Appendix.

Über Autor(innen)

Dinh Dung is a Professor at the Vietnam National University, Vietnam.Vladimir Temlyakov is a Professor at the University of South Carolina, CA, USA.Tino Ullrich is a Professor at the Institute for Numerical Simulation in Bonn, Germany.