lp/2,q/2-Singular values of a real partially symmetric rectangular tensor
Let A be a real ( p , q )-th order m × n dimensional partially symmetric rectangular tensor with p and q even. Firstly, in order to judge the positive definiteness of A , an l p / 2 , q / 2 -singular value inclusion interval with parameters is constructed. Subsequently, by finding the optimal value...
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Veröffentlicht in: | Japan journal of industrial and applied mathematics 2023, Vol.40 (2), p.843-875 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | Let
A
be a real (
p
,
q
)-th order
m
×
n
dimensional partially symmetric rectangular tensor with
p
and
q
even. Firstly, in order to judge the positive definiteness of
A
, an
l
p
/
2
,
q
/
2
-singular value inclusion interval with parameters is constructed. Subsequently, by finding the optimal values of parameters, the optimal parameter inclusion interval of
l
p
/
2
,
q
/
2
-singular values is derived, which provides a sufficient condition for the positive definiteness of
A
. Secondly, when
A
is a nonnegative tensor, lower and upper bounds for its
l
p
/
2
,
q
/
2
-spectral radius are given. Thirdly, a direct method for finding all
l
p
/
2
,
q
/
2
-singular value/vectors pairs of
A
with
p
=
q
=
4
and
m
=
n
=
2
is presented. Finally, a numerical example is given to verify the theoretical results. |
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ISSN: | 0916-7005 1868-937X |
DOI: | 10.1007/s13160-022-00555-6 |