Is the transformation matrix of an upper triangular matrix to its Jordan normal form always triangular?
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Assume that $A$ is an upper triangular matrix. In the case where $A$ is 2x2, I've checked that a transformation matrix $P$ such that $J = P^{-1}AP$, with $J$ Jordan normal form of $A$, is always upper triangular. I think the same is true for every matrix of dimension $n$ (probably a proof by induction), but I've not seen that anywhere. Any source ?
matrices matrix-decomposition jordan-normal-form
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add a comment |
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Assume that $A$ is an upper triangular matrix. In the case where $A$ is 2x2, I've checked that a transformation matrix $P$ such that $J = P^{-1}AP$, with $J$ Jordan normal form of $A$, is always upper triangular. I think the same is true for every matrix of dimension $n$ (probably a proof by induction), but I've not seen that anywhere. Any source ?
matrices matrix-decomposition jordan-normal-form
$endgroup$
add a comment |
$begingroup$
Assume that $A$ is an upper triangular matrix. In the case where $A$ is 2x2, I've checked that a transformation matrix $P$ such that $J = P^{-1}AP$, with $J$ Jordan normal form of $A$, is always upper triangular. I think the same is true for every matrix of dimension $n$ (probably a proof by induction), but I've not seen that anywhere. Any source ?
matrices matrix-decomposition jordan-normal-form
$endgroup$
Assume that $A$ is an upper triangular matrix. In the case where $A$ is 2x2, I've checked that a transformation matrix $P$ such that $J = P^{-1}AP$, with $J$ Jordan normal form of $A$, is always upper triangular. I think the same is true for every matrix of dimension $n$ (probably a proof by induction), but I've not seen that anywhere. Any source ?
matrices matrix-decomposition jordan-normal-form
matrices matrix-decomposition jordan-normal-form
asked Jan 10 at 12:36
MikeTeXMikeTeX
1,278412
1,278412
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Pedantic note: You don't want to say that every matrix $P$ satisfying $J = P^{-1} A P$ will be upper-triangular (this is false already for $n = 2$). You want to say that there exists some invertible upper-triangular matrix $P$ satisfying $J = P^{-1} A P$.
Anyway, this is false for $n = 3$. Indeed, take
begin{equation}
A = begin{pmatrix} 2 & 0 & 1 \ 0 & 1 & 0 \ 0 & 0 & 2 end{pmatrix} .
end{equation}
Its Jordan normal form is
begin{equation}
begin{pmatrix} 2 & 1 & 0 \ 0 & 2 & 0 \ 0 & 0 & 1 end{pmatrix} .
end{equation}
Thus, in order to bring it into its Jordan normal form, the two $2$'s on its diagonal need to be brought together. But conjugation by an upper-triangular matrix cannot do this: Indeed, it is easy to check that if you conjugate an upper-triangular matrix $B$ by an upper-triangular matrix, then the diagonal entries of $B$ remain unchanged.
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It would be interesting to find the additional assumptions that make this claim work, maybe, for example, "all the diagonal coefficients are equal".
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– MikeTeX
Jan 10 at 13:04
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@MikeTeX: Equality of diagonal entries is not enough. $A = begin{pmatrix} 1 & 0 & 1 \ 0 & 1 & 0 \ 0 & 0 & 1 end{pmatrix}$ is a counterexample. This time I don't have a slick proof; I just computed the result of conjugating $A$ by a general upper-triangular matrix: $begin{pmatrix} a & x & y\ 0 & b & z\ 0 & 0 & c end{pmatrix} ^{-1}begin{pmatrix} 1 & 0 & 1\ 0 & 1 & 0\ 0 & 0 & 1 end{pmatrix} begin{pmatrix} a & x & y\ 0 & b & z\ 0 & 0 & c end{pmatrix} = begin{pmatrix} 1 & 0 & dfrac{c}{a}\ 0 & 1 & 0\ 0 & 0 & 1 end{pmatrix} $, which is not a Jordan normal form.
$endgroup$
– darij grinberg
Jan 10 at 13:09
add a comment |
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1 Answer
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$begingroup$
Pedantic note: You don't want to say that every matrix $P$ satisfying $J = P^{-1} A P$ will be upper-triangular (this is false already for $n = 2$). You want to say that there exists some invertible upper-triangular matrix $P$ satisfying $J = P^{-1} A P$.
Anyway, this is false for $n = 3$. Indeed, take
begin{equation}
A = begin{pmatrix} 2 & 0 & 1 \ 0 & 1 & 0 \ 0 & 0 & 2 end{pmatrix} .
end{equation}
Its Jordan normal form is
begin{equation}
begin{pmatrix} 2 & 1 & 0 \ 0 & 2 & 0 \ 0 & 0 & 1 end{pmatrix} .
end{equation}
Thus, in order to bring it into its Jordan normal form, the two $2$'s on its diagonal need to be brought together. But conjugation by an upper-triangular matrix cannot do this: Indeed, it is easy to check that if you conjugate an upper-triangular matrix $B$ by an upper-triangular matrix, then the diagonal entries of $B$ remain unchanged.
$endgroup$
$begingroup$
It would be interesting to find the additional assumptions that make this claim work, maybe, for example, "all the diagonal coefficients are equal".
$endgroup$
– MikeTeX
Jan 10 at 13:04
$begingroup$
@MikeTeX: Equality of diagonal entries is not enough. $A = begin{pmatrix} 1 & 0 & 1 \ 0 & 1 & 0 \ 0 & 0 & 1 end{pmatrix}$ is a counterexample. This time I don't have a slick proof; I just computed the result of conjugating $A$ by a general upper-triangular matrix: $begin{pmatrix} a & x & y\ 0 & b & z\ 0 & 0 & c end{pmatrix} ^{-1}begin{pmatrix} 1 & 0 & 1\ 0 & 1 & 0\ 0 & 0 & 1 end{pmatrix} begin{pmatrix} a & x & y\ 0 & b & z\ 0 & 0 & c end{pmatrix} = begin{pmatrix} 1 & 0 & dfrac{c}{a}\ 0 & 1 & 0\ 0 & 0 & 1 end{pmatrix} $, which is not a Jordan normal form.
$endgroup$
– darij grinberg
Jan 10 at 13:09
add a comment |
$begingroup$
Pedantic note: You don't want to say that every matrix $P$ satisfying $J = P^{-1} A P$ will be upper-triangular (this is false already for $n = 2$). You want to say that there exists some invertible upper-triangular matrix $P$ satisfying $J = P^{-1} A P$.
Anyway, this is false for $n = 3$. Indeed, take
begin{equation}
A = begin{pmatrix} 2 & 0 & 1 \ 0 & 1 & 0 \ 0 & 0 & 2 end{pmatrix} .
end{equation}
Its Jordan normal form is
begin{equation}
begin{pmatrix} 2 & 1 & 0 \ 0 & 2 & 0 \ 0 & 0 & 1 end{pmatrix} .
end{equation}
Thus, in order to bring it into its Jordan normal form, the two $2$'s on its diagonal need to be brought together. But conjugation by an upper-triangular matrix cannot do this: Indeed, it is easy to check that if you conjugate an upper-triangular matrix $B$ by an upper-triangular matrix, then the diagonal entries of $B$ remain unchanged.
$endgroup$
$begingroup$
It would be interesting to find the additional assumptions that make this claim work, maybe, for example, "all the diagonal coefficients are equal".
$endgroup$
– MikeTeX
Jan 10 at 13:04
$begingroup$
@MikeTeX: Equality of diagonal entries is not enough. $A = begin{pmatrix} 1 & 0 & 1 \ 0 & 1 & 0 \ 0 & 0 & 1 end{pmatrix}$ is a counterexample. This time I don't have a slick proof; I just computed the result of conjugating $A$ by a general upper-triangular matrix: $begin{pmatrix} a & x & y\ 0 & b & z\ 0 & 0 & c end{pmatrix} ^{-1}begin{pmatrix} 1 & 0 & 1\ 0 & 1 & 0\ 0 & 0 & 1 end{pmatrix} begin{pmatrix} a & x & y\ 0 & b & z\ 0 & 0 & c end{pmatrix} = begin{pmatrix} 1 & 0 & dfrac{c}{a}\ 0 & 1 & 0\ 0 & 0 & 1 end{pmatrix} $, which is not a Jordan normal form.
$endgroup$
– darij grinberg
Jan 10 at 13:09
add a comment |
$begingroup$
Pedantic note: You don't want to say that every matrix $P$ satisfying $J = P^{-1} A P$ will be upper-triangular (this is false already for $n = 2$). You want to say that there exists some invertible upper-triangular matrix $P$ satisfying $J = P^{-1} A P$.
Anyway, this is false for $n = 3$. Indeed, take
begin{equation}
A = begin{pmatrix} 2 & 0 & 1 \ 0 & 1 & 0 \ 0 & 0 & 2 end{pmatrix} .
end{equation}
Its Jordan normal form is
begin{equation}
begin{pmatrix} 2 & 1 & 0 \ 0 & 2 & 0 \ 0 & 0 & 1 end{pmatrix} .
end{equation}
Thus, in order to bring it into its Jordan normal form, the two $2$'s on its diagonal need to be brought together. But conjugation by an upper-triangular matrix cannot do this: Indeed, it is easy to check that if you conjugate an upper-triangular matrix $B$ by an upper-triangular matrix, then the diagonal entries of $B$ remain unchanged.
$endgroup$
Pedantic note: You don't want to say that every matrix $P$ satisfying $J = P^{-1} A P$ will be upper-triangular (this is false already for $n = 2$). You want to say that there exists some invertible upper-triangular matrix $P$ satisfying $J = P^{-1} A P$.
Anyway, this is false for $n = 3$. Indeed, take
begin{equation}
A = begin{pmatrix} 2 & 0 & 1 \ 0 & 1 & 0 \ 0 & 0 & 2 end{pmatrix} .
end{equation}
Its Jordan normal form is
begin{equation}
begin{pmatrix} 2 & 1 & 0 \ 0 & 2 & 0 \ 0 & 0 & 1 end{pmatrix} .
end{equation}
Thus, in order to bring it into its Jordan normal form, the two $2$'s on its diagonal need to be brought together. But conjugation by an upper-triangular matrix cannot do this: Indeed, it is easy to check that if you conjugate an upper-triangular matrix $B$ by an upper-triangular matrix, then the diagonal entries of $B$ remain unchanged.
answered Jan 10 at 12:52
darij grinbergdarij grinberg
11k33167
11k33167
$begingroup$
It would be interesting to find the additional assumptions that make this claim work, maybe, for example, "all the diagonal coefficients are equal".
$endgroup$
– MikeTeX
Jan 10 at 13:04
$begingroup$
@MikeTeX: Equality of diagonal entries is not enough. $A = begin{pmatrix} 1 & 0 & 1 \ 0 & 1 & 0 \ 0 & 0 & 1 end{pmatrix}$ is a counterexample. This time I don't have a slick proof; I just computed the result of conjugating $A$ by a general upper-triangular matrix: $begin{pmatrix} a & x & y\ 0 & b & z\ 0 & 0 & c end{pmatrix} ^{-1}begin{pmatrix} 1 & 0 & 1\ 0 & 1 & 0\ 0 & 0 & 1 end{pmatrix} begin{pmatrix} a & x & y\ 0 & b & z\ 0 & 0 & c end{pmatrix} = begin{pmatrix} 1 & 0 & dfrac{c}{a}\ 0 & 1 & 0\ 0 & 0 & 1 end{pmatrix} $, which is not a Jordan normal form.
$endgroup$
– darij grinberg
Jan 10 at 13:09
add a comment |
$begingroup$
It would be interesting to find the additional assumptions that make this claim work, maybe, for example, "all the diagonal coefficients are equal".
$endgroup$
– MikeTeX
Jan 10 at 13:04
$begingroup$
@MikeTeX: Equality of diagonal entries is not enough. $A = begin{pmatrix} 1 & 0 & 1 \ 0 & 1 & 0 \ 0 & 0 & 1 end{pmatrix}$ is a counterexample. This time I don't have a slick proof; I just computed the result of conjugating $A$ by a general upper-triangular matrix: $begin{pmatrix} a & x & y\ 0 & b & z\ 0 & 0 & c end{pmatrix} ^{-1}begin{pmatrix} 1 & 0 & 1\ 0 & 1 & 0\ 0 & 0 & 1 end{pmatrix} begin{pmatrix} a & x & y\ 0 & b & z\ 0 & 0 & c end{pmatrix} = begin{pmatrix} 1 & 0 & dfrac{c}{a}\ 0 & 1 & 0\ 0 & 0 & 1 end{pmatrix} $, which is not a Jordan normal form.
$endgroup$
– darij grinberg
Jan 10 at 13:09
$begingroup$
It would be interesting to find the additional assumptions that make this claim work, maybe, for example, "all the diagonal coefficients are equal".
$endgroup$
– MikeTeX
Jan 10 at 13:04
$begingroup$
It would be interesting to find the additional assumptions that make this claim work, maybe, for example, "all the diagonal coefficients are equal".
$endgroup$
– MikeTeX
Jan 10 at 13:04
$begingroup$
@MikeTeX: Equality of diagonal entries is not enough. $A = begin{pmatrix} 1 & 0 & 1 \ 0 & 1 & 0 \ 0 & 0 & 1 end{pmatrix}$ is a counterexample. This time I don't have a slick proof; I just computed the result of conjugating $A$ by a general upper-triangular matrix: $begin{pmatrix} a & x & y\ 0 & b & z\ 0 & 0 & c end{pmatrix} ^{-1}begin{pmatrix} 1 & 0 & 1\ 0 & 1 & 0\ 0 & 0 & 1 end{pmatrix} begin{pmatrix} a & x & y\ 0 & b & z\ 0 & 0 & c end{pmatrix} = begin{pmatrix} 1 & 0 & dfrac{c}{a}\ 0 & 1 & 0\ 0 & 0 & 1 end{pmatrix} $, which is not a Jordan normal form.
$endgroup$
– darij grinberg
Jan 10 at 13:09
$begingroup$
@MikeTeX: Equality of diagonal entries is not enough. $A = begin{pmatrix} 1 & 0 & 1 \ 0 & 1 & 0 \ 0 & 0 & 1 end{pmatrix}$ is a counterexample. This time I don't have a slick proof; I just computed the result of conjugating $A$ by a general upper-triangular matrix: $begin{pmatrix} a & x & y\ 0 & b & z\ 0 & 0 & c end{pmatrix} ^{-1}begin{pmatrix} 1 & 0 & 1\ 0 & 1 & 0\ 0 & 0 & 1 end{pmatrix} begin{pmatrix} a & x & y\ 0 & b & z\ 0 & 0 & c end{pmatrix} = begin{pmatrix} 1 & 0 & dfrac{c}{a}\ 0 & 1 & 0\ 0 & 0 & 1 end{pmatrix} $, which is not a Jordan normal form.
$endgroup$
– darij grinberg
Jan 10 at 13:09
add a comment |
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