Deprecated: $wgMWOAuthSharedUserIDs=false is deprecated, set $wgMWOAuthSharedUserIDs=true, $wgMWOAuthSharedUserSource='local' instead [Called from MediaWiki\HookContainer\HookContainer::run in /var/www/html/w/includes/HookContainer/HookContainer.php at line 135] in /var/www/html/w/includes/Debug/MWDebug.php on line 372
On Kruskal's uniqueness condition for the Candecomp/Parafac decomposition - MaRDI portal

On Kruskal's uniqueness condition for the Candecomp/Parafac decomposition (Q861018)

From MaRDI portal





scientific article; zbMATH DE number 5083623
Language Label Description Also known as
English
On Kruskal's uniqueness condition for the Candecomp/Parafac decomposition
scientific article; zbMATH DE number 5083623

    Statements

    On Kruskal's uniqueness condition for the Candecomp/Parafac decomposition (English)
    0 references
    0 references
    9 January 2007
    0 references
    The Candecomp/Parafac-decomposition of the real valued three-way array \(X\) is written as \(X=\underline{Y}^{(1)} + \ldots + \underline{Y}^{(R)} +\underline{E}\), where \(\underline{Y}^{(r)}\) are rank one arrays defined as outer products of three specified vectors and \(\underline E\) is a rest term. The question of uniqueness for this decomposition is provided by the theorem of \textit{J. B. Kruskal} [Linear Algebra Appl. 18, 95-138 (1977; Zbl 0364.15021)]. The authors obtain an accessible and more simple proof of Kruskal theorem, which can be easily adopted to the complex case.
    0 references
    CP-decomposition
    0 references
    three-way arrays
    0 references
    Kruskal-rank condition
    0 references

    Identifiers