On the Best Rank-1 and Rank-(R1 ,R2 ,. . .,RN) Approximation of Higher-Order Tensors

2000 ◽  
Vol 21 (4) ◽  
pp. 1324-1342 ◽  
Author(s):  
Lieven De Lathauwer ◽  
Bart De Moor ◽  
Joos Vandewalle
2021 ◽  
pp. 525-572
Author(s):  
Pierre J. Carreau ◽  
Daniel C.R. De Kee ◽  
Raj P. Chhabra

2017 ◽  
Vol 87 (311) ◽  
pp. 1255-1281 ◽  
Author(s):  
Shmuel Friedland ◽  
Lek-Heng Lim

Author(s):  
Alp Ozdemir ◽  
Ali Zare ◽  
Mark Iwen ◽  
Selin Aviyente

We consider a number of generalizations of tensors such as strings and new-tensors, of interest in particular in statistics. We give a general treatment of such objects and show that their properties can be described by the representation theory of an infinite-dimensional group. This group is defined and some of its representations examined. As there is no developed representation theory for this group a number of conjectures are made.


2013 ◽  
Vol 1535 ◽  
Author(s):  
Thomas Hochrainer

ABSTRACTDislocation density based modeling of crystal plasticity remains one of the central challenges in multi scale materials modeling. A dislocation based theory requires sufficiently rich dislocation density measures which are capable of predicting their own evolution. Continuum dislocation dynamics is based on a higher dimensional dislocation density tensor comprised of two distribution functions on the space of local orientations, which are the density of dislocations per orientation and the density of dislocation curvature per orientation. We propose to expand these functions into series of symmetric tensors (alignment tensors), to be used in dislocation based theories without extra dimensions. The first two terms in the expansion of the density define the total dislocation density and the Kröner-Nye tensor. The first term in the expansion of the curvature density, the scalar total curvature density, turns out to be a conserved quantity; the integral of which corresponds to the total number of dislocations. The content of the next higher order tensors is discussed.


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