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Hankel Tensor


A Hankel tensor is a symmetric tensor whose entries depend only on the sum of their indices (Qi 2015). For order m and dimension n, this means that there are scalars h_0, h_1, ..., h_(m(n-1)) such that

 H_(i_1...i_m)=h_(i_1+...+i_m-m)

for 1<=i_j<=n. Permuting the indices preserves their sum, which explains the symmetry. The case m=2 is a Hankel matrix. Real and complex decompositions can have different ranks.


See also

Hankel Matrix, Symmetric Tensor, Tensor Decomposition Rank

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References

Qi, L. "Hankel Tensors: Associated Hankel Matrices and Vandermonde Decomposition." Commun. Math. Sci. 13, 113-125, 2015. https://doi.org/10.4310/CMS.2015.v13.n1.a6.

Cite this as:

Weisstein, Eric W. "Hankel Tensor." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/HankelTensor.html

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