Is a square zero matrix positive semidefinite?
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Does the fact that a square zero matrix contains non-negative eigenvalues (zeros) make it proper to say it is positive semidefinite?
linear-algebra matrices positive-semidefinite
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Does the fact that a square zero matrix contains non-negative eigenvalues (zeros) make it proper to say it is positive semidefinite?
linear-algebra matrices positive-semidefinite
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add a comment |
$begingroup$
Does the fact that a square zero matrix contains non-negative eigenvalues (zeros) make it proper to say it is positive semidefinite?
linear-algebra matrices positive-semidefinite
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Does the fact that a square zero matrix contains non-negative eigenvalues (zeros) make it proper to say it is positive semidefinite?
linear-algebra matrices positive-semidefinite
linear-algebra matrices positive-semidefinite
edited yesterday
Kay
asked yesterday
KayKay
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2 Answers
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The $n times n$ zero matrix is positive semidefinite and negative semidefinite.
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"When in doubt, go back to the basic definitions"! The definition of "positive semi-definite" is "all eigen-values are non-negative". The eigenvalues or the zero matrix are all 0 so, yes, the zero matrix is positive semi-definite. And, as Gary Moon said, it is also negative semi-definite.
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2
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Nitpicking, the definition of "positive-semidefinite" is "a symmetric matrix $A$ with $vec x^{mathsf T}!Avec x ge 0$ for all $vec x in mathbb R^n$." The eigenvalue test is equivalent to this, but is not the definition.
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– Misha Lavrov
21 hours ago
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2 Answers
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2 Answers
2
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oldest
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active
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active
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$begingroup$
The $n times n$ zero matrix is positive semidefinite and negative semidefinite.
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add a comment |
$begingroup$
The $n times n$ zero matrix is positive semidefinite and negative semidefinite.
$endgroup$
add a comment |
$begingroup$
The $n times n$ zero matrix is positive semidefinite and negative semidefinite.
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The $n times n$ zero matrix is positive semidefinite and negative semidefinite.
answered yesterday
Gary MoonGary Moon
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$begingroup$
"When in doubt, go back to the basic definitions"! The definition of "positive semi-definite" is "all eigen-values are non-negative". The eigenvalues or the zero matrix are all 0 so, yes, the zero matrix is positive semi-definite. And, as Gary Moon said, it is also negative semi-definite.
$endgroup$
2
$begingroup$
Nitpicking, the definition of "positive-semidefinite" is "a symmetric matrix $A$ with $vec x^{mathsf T}!Avec x ge 0$ for all $vec x in mathbb R^n$." The eigenvalue test is equivalent to this, but is not the definition.
$endgroup$
– Misha Lavrov
21 hours ago
add a comment |
$begingroup$
"When in doubt, go back to the basic definitions"! The definition of "positive semi-definite" is "all eigen-values are non-negative". The eigenvalues or the zero matrix are all 0 so, yes, the zero matrix is positive semi-definite. And, as Gary Moon said, it is also negative semi-definite.
$endgroup$
2
$begingroup$
Nitpicking, the definition of "positive-semidefinite" is "a symmetric matrix $A$ with $vec x^{mathsf T}!Avec x ge 0$ for all $vec x in mathbb R^n$." The eigenvalue test is equivalent to this, but is not the definition.
$endgroup$
– Misha Lavrov
21 hours ago
add a comment |
$begingroup$
"When in doubt, go back to the basic definitions"! The definition of "positive semi-definite" is "all eigen-values are non-negative". The eigenvalues or the zero matrix are all 0 so, yes, the zero matrix is positive semi-definite. And, as Gary Moon said, it is also negative semi-definite.
$endgroup$
"When in doubt, go back to the basic definitions"! The definition of "positive semi-definite" is "all eigen-values are non-negative". The eigenvalues or the zero matrix are all 0 so, yes, the zero matrix is positive semi-definite. And, as Gary Moon said, it is also negative semi-definite.
answered yesterday
user247327user247327
11.5k1516
11.5k1516
2
$begingroup$
Nitpicking, the definition of "positive-semidefinite" is "a symmetric matrix $A$ with $vec x^{mathsf T}!Avec x ge 0$ for all $vec x in mathbb R^n$." The eigenvalue test is equivalent to this, but is not the definition.
$endgroup$
– Misha Lavrov
21 hours ago
add a comment |
2
$begingroup$
Nitpicking, the definition of "positive-semidefinite" is "a symmetric matrix $A$ with $vec x^{mathsf T}!Avec x ge 0$ for all $vec x in mathbb R^n$." The eigenvalue test is equivalent to this, but is not the definition.
$endgroup$
– Misha Lavrov
21 hours ago
2
2
$begingroup$
Nitpicking, the definition of "positive-semidefinite" is "a symmetric matrix $A$ with $vec x^{mathsf T}!Avec x ge 0$ for all $vec x in mathbb R^n$." The eigenvalue test is equivalent to this, but is not the definition.
$endgroup$
– Misha Lavrov
21 hours ago
$begingroup$
Nitpicking, the definition of "positive-semidefinite" is "a symmetric matrix $A$ with $vec x^{mathsf T}!Avec x ge 0$ for all $vec x in mathbb R^n$." The eigenvalue test is equivalent to this, but is not the definition.
$endgroup$
– Misha Lavrov
21 hours ago
add a comment |
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