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MiS Preprint
49/2024

Minimal Divergence for Border Rank-3 Tensor Approximation

Wolfgang Hackbusch

Abstract

It is known that, in general, the set Rn of tensors of rank n is nonclosed. Hence, there are tensors w in the closure of Rn but not in Rn which are the limits of sequences vνRn. Let vν=i=1nzi,ν be a representation by elementary tensors zi,ν. It is well-known that δν:=max{zi,ν:1in} is unbounded as ν. The error εν:=wvν tends to zero. Since δν describes an instability, it is of interest how δν depends on εν. In a previous paper the author proved for n=2 that both quantities are related by δνO(εν1/2). This article concerns the case of n=3 and proves δνO(εν1/3).

Received:
02.09.24
Published:
02.09.24
MSC Codes:
14N07, 15A69, 46A32
Keywords:
tensor approximation, nonclosed tensor representation, border rank 3, instability