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Izvestiya Vysshikh Uchebnykh Zavedenii. Matematika, 2009, Number 4, Pages 3–19
(Mi ivm1314)
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This article is cited in 4 scientific papers (total in 4 papers)
A survey of average case complexity for linear multivariate problems
G. W. Wasilkowskia, H. Woźniakowskibc a University of Kentucky, Department of Computer Science
b Columbia University, Department of Computer Science
c University of Warsaw, Institute of Applied Mathematics
Abstract:
We survey recent results on the average case complexity for linear multivariate problems. Our emphasis is on problems defined on spaces of functions of $d$ variables with large $d$. We present the sharp order of the average case complexity for a number of linear multivariate problems as well as necessary and sufficient conditions for the average case complexity not to be exponential in $d$.
Keywords:
average case setting, minimal error, Wiener measure, complexity, Hilbert space, linear nultivariate problem, Wiener sheet, Banach space, tractability, tensor product, weighted approximation.
Received: 02.08.2008
Citation:
G. W. Wasilkowski, H. Woźniakowski, “A survey of average case complexity for linear multivariate problems”, Izv. Vyssh. Uchebn. Zaved. Mat., 2009, no. 4, 3–19; Russian Math. (Iz. VUZ), 53:4 (2009), 1–14
Linking options:
https://www.mathnet.ru/eng/ivm1314 https://www.mathnet.ru/eng/ivm/y2009/i4/p3
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