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arxiv: 1109.0348 · v3 · pith:YKPZURG5new · submitted 2011-09-02 · 🧮 math.NA · cs.NA

E-Determinants of Tensors

classification 🧮 math.NA cs.NA
keywords polynomialtensortensorse-determinantinequalitycharacteristice-determinantsproperties
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We generalize the concept of the symmetric hyperdeterminants for symmetric tensors to the E-determinants for general tensors. We show that the E-determinant inherits many properties of the determinant of a matrix. These properties include: solvability of polynomial systems, the E-determinat of the composition of tensors, product formula for the E-determinant of a block tensor, Hadamard's inequality, Gersgrin's inequality and Minikowski's inequality. As a simple application, we show that if the leading coefficient tensor of a polynomial system is a triangular tensor with nonzero diagonal elements, then the system definitely has a solution. We investigate the characteristic polynomial of a tensor through the E-determinant. Explicit formulae for the coefficients of the characteristic polynomial are given when the dimension is two.

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