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Foundations of Computational Mathematics
Article . 2006 . Peer-reviewed
License: Springer TDM
Data sources: Crossref
https://dx.doi.org/10.48550/ar...
Article . 2005
License: arXiv Non-Exclusive Distribution
Data sources: Datacite
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Integration and Optimization of Multivariate Polynomials by Restriction onto a Random Subspace

Authors: Barvinok, Alexander I.;

Integration and Optimization of Multivariate Polynomials by Restriction onto a Random Subspace

Abstract

We consider the problem of efficient integration of an n-variate polynomial with respect to the Gaussian measure in R^n and related problems of complex integration and optimization of a polynomial on the unit sphere. We identify a class of n-variate polynomials f for which the integral of any positive integer power f^p over the whole space is well-approximated by a properly scaled integral over a random subspace of dimension O(log n). Consequently, the maximum of f on the unit sphere is well-approximated by a properly scaled maximum on the unit sphere in a random subspace of dimension O(log n). We discuss connections with problems of combinatorial counting and applications to efficient approximation of a hafnian of a positive matrix.

15 pages

Keywords

Integration, Matrix Theory, Random Subspaces, Gaussian Measure, Polynomials, Humanities, Engineering, Applications of Mathematics, FOS: Mathematics, Mathematics - Combinatorics, General, Mathematics - Optimization and Control, Numerical Analysis, Math Applications in Computer Science, 68W20, 68W25, 60D05, 90C26, Philosophy, Wick Formula, Optimization and Control (math.OC), Linear and Multilinear Algebras, Computer Science, Combinatorics (math.CO), Mathematics, Algorithms

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
13
Top 10%
Top 10%
Average
Green
bronze