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COMON'S CONJECTURE, RANK DECOMPOSITION, AND SYMMETRIC RANK DECOMPOSITION OF SYMMETRIC TENSORS.

Authors :
XINZHEN ZHANG
ZHENG-HAI HUANG
LIQUN QI
Source :
SIAM Journal on Matrix Analysis & Applications. 2016, Vol. 37 Issue 4, p1719-1728. 10p.
Publication Year :
2016

Abstract

Comon's Conjecture claims that for a symmetric tensor, its rank and its symmetric rank coincide. We show that this conjecture is true under an additional assumption that the rank of that tensor is not larger than its order. Moreover, if its rank is less than its order, then all rank decompositions are necessarily symmetric rank decompositions. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
08954798
Volume :
37
Issue :
4
Database :
Academic Search Index
Journal :
SIAM Journal on Matrix Analysis & Applications
Publication Type :
Academic Journal
Accession number :
120549702
Full Text :
https://doi.org/10.1137/141001470