Find all real matrices such that $X^3-4X^2+5X=beginpmatrix 10 & 20 \ 5 & 10 endpmatrix$Find all real matrices such that $X^6 + 2X^4 + 10X = beginpmatrix 0 & -1 \ 1 & 0 endpmatrix$Proof of this result related to Fibonacci numbers: $beginpmatrix1&1\1&0endpmatrix^n=beginpmatrixF_n+1&F_n\F_n&F_n-1endpmatrix$?Prove that matrices $tinybeginpmatrix 2&-1 \ 0&2 \ endpmatrix,beginpmatrix 2& 0 \ 1&2 \ endpmatrix $ are similar. Error in my method?Matrices $beginpmatrix a &b \ c &d endpmatrixbeginpmatrix x\y endpmatrix=kbeginpmatrixx\y endpmatrix$How do I find the vector $Tbeginpmatrix 5 & 0 \ -10 & -13 endpmatrix$?Geometrical meaning of $ beginpmatrix a\ b endpmatrix mapsto beginpmatrix a&-b\ b&a endpmatrix$Find 2 by 3 matrix M such that M $beginpmatrixa \ b \ cendpmatrix= beginpmatrixd \ eendpmatrix$ whenever $(ax^2+bx + c)'=dx+e$Diagonalize $f(A)= beginpmatrix 1 & 0 \ -1 & 3 endpmatrix A $Knowing $M^2 + M = beginpmatrix 1 & 1 \ 1 & 1 endpmatrix$, find the eigenvalues of $M$Find all real matrices such that $X^6 + 2X^4 + 10X = beginpmatrix 0 & -1 \ 1 & 0 endpmatrix$
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Find all real matrices such that $X^3-4X^2+5X=beginpmatrix 10 & 20 \ 5 & 10 endpmatrix$
Find all real matrices such that $X^6 + 2X^4 + 10X = beginpmatrix 0 & -1 \ 1 & 0 endpmatrix$Proof of this result related to Fibonacci numbers: $beginpmatrix1&1\1&0endpmatrix^n=beginpmatrixF_n+1&F_n\F_n&F_n-1endpmatrix$?Prove that matrices $tinybeginpmatrix 2&-1 \ 0&2 \ endpmatrix,beginpmatrix 2& 0 \ 1&2 \ endpmatrix $ are similar. Error in my method?Matrices $beginpmatrix a &b \ c &d endpmatrixbeginpmatrix x\y endpmatrix=kbeginpmatrixx\y endpmatrix$How do I find the vector $Tbeginpmatrix 5 & 0 \ -10 & -13 endpmatrix$?Geometrical meaning of $ beginpmatrix a\ b endpmatrix mapsto beginpmatrix a&-b\ b&a endpmatrix$Find 2 by 3 matrix M such that M $beginpmatrixa \ b \ cendpmatrix= beginpmatrixd \ eendpmatrix$ whenever $(ax^2+bx + c)'=dx+e$Diagonalize $f(A)= beginpmatrix 1 & 0 \ -1 & 3 endpmatrix A $Knowing $M^2 + M = beginpmatrix 1 & 1 \ 1 & 1 endpmatrix$, find the eigenvalues of $M$Find all real matrices such that $X^6 + 2X^4 + 10X = beginpmatrix 0 & -1 \ 1 & 0 endpmatrix$
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margin-bottom:0;
.everyonelovesstackoverflowposition:absolute;height:1px;width:1px;opacity:0;top:0;left:0;pointer-events:none;
$begingroup$
The following question come from the 1998 Romanian Mathematical Competition:
Find all matrices in $M_2(mathbb R)$ such that $$X^3-4X^2+5X=beginpmatrix 10 & 20 \ 5 & 10 endpmatrix$$
Can you guy please help me? Thanks a lot!
linear-algebra matrices contest-math matrix-equations
$endgroup$
add a comment
|
$begingroup$
The following question come from the 1998 Romanian Mathematical Competition:
Find all matrices in $M_2(mathbb R)$ such that $$X^3-4X^2+5X=beginpmatrix 10 & 20 \ 5 & 10 endpmatrix$$
Can you guy please help me? Thanks a lot!
linear-algebra matrices contest-math matrix-equations
$endgroup$
2
$begingroup$
First you can conclude that $n=2$ and $Xneq 0$. Also the determinant of the RHS is zero.
$endgroup$
– Dietrich Burde
Sep 27 at 18:11
1
$begingroup$
You could assume the right hand side is $textdiag(20,0)$ with eigenvectors $e_1,e_2$.
$endgroup$
– copper.hat
Sep 27 at 18:25
1
$begingroup$
I don't know if this helps, but $X=beginpmatrix2&4\1&2endpmatrix$ is a solution.
$endgroup$
– kneidell
Sep 27 at 18:30
$begingroup$
@kneidell It does help, because you've found the only solution.
$endgroup$
– Dietrich Burde
Sep 27 at 18:55
add a comment
|
$begingroup$
The following question come from the 1998 Romanian Mathematical Competition:
Find all matrices in $M_2(mathbb R)$ such that $$X^3-4X^2+5X=beginpmatrix 10 & 20 \ 5 & 10 endpmatrix$$
Can you guy please help me? Thanks a lot!
linear-algebra matrices contest-math matrix-equations
$endgroup$
The following question come from the 1998 Romanian Mathematical Competition:
Find all matrices in $M_2(mathbb R)$ such that $$X^3-4X^2+5X=beginpmatrix 10 & 20 \ 5 & 10 endpmatrix$$
Can you guy please help me? Thanks a lot!
linear-algebra matrices contest-math matrix-equations
linear-algebra matrices contest-math matrix-equations
edited Sep 28 at 11:01
Rodrigo de Azevedo
14.3k4 gold badges23 silver badges69 bronze badges
14.3k4 gold badges23 silver badges69 bronze badges
asked Sep 27 at 18:08
aDmaLaDmaL
1732 bronze badges
1732 bronze badges
2
$begingroup$
First you can conclude that $n=2$ and $Xneq 0$. Also the determinant of the RHS is zero.
$endgroup$
– Dietrich Burde
Sep 27 at 18:11
1
$begingroup$
You could assume the right hand side is $textdiag(20,0)$ with eigenvectors $e_1,e_2$.
$endgroup$
– copper.hat
Sep 27 at 18:25
1
$begingroup$
I don't know if this helps, but $X=beginpmatrix2&4\1&2endpmatrix$ is a solution.
$endgroup$
– kneidell
Sep 27 at 18:30
$begingroup$
@kneidell It does help, because you've found the only solution.
$endgroup$
– Dietrich Burde
Sep 27 at 18:55
add a comment
|
2
$begingroup$
First you can conclude that $n=2$ and $Xneq 0$. Also the determinant of the RHS is zero.
$endgroup$
– Dietrich Burde
Sep 27 at 18:11
1
$begingroup$
You could assume the right hand side is $textdiag(20,0)$ with eigenvectors $e_1,e_2$.
$endgroup$
– copper.hat
Sep 27 at 18:25
1
$begingroup$
I don't know if this helps, but $X=beginpmatrix2&4\1&2endpmatrix$ is a solution.
$endgroup$
– kneidell
Sep 27 at 18:30
$begingroup$
@kneidell It does help, because you've found the only solution.
$endgroup$
– Dietrich Burde
Sep 27 at 18:55
2
2
$begingroup$
First you can conclude that $n=2$ and $Xneq 0$. Also the determinant of the RHS is zero.
$endgroup$
– Dietrich Burde
Sep 27 at 18:11
$begingroup$
First you can conclude that $n=2$ and $Xneq 0$. Also the determinant of the RHS is zero.
$endgroup$
– Dietrich Burde
Sep 27 at 18:11
1
1
$begingroup$
You could assume the right hand side is $textdiag(20,0)$ with eigenvectors $e_1,e_2$.
$endgroup$
– copper.hat
Sep 27 at 18:25
$begingroup$
You could assume the right hand side is $textdiag(20,0)$ with eigenvectors $e_1,e_2$.
$endgroup$
– copper.hat
Sep 27 at 18:25
1
1
$begingroup$
I don't know if this helps, but $X=beginpmatrix2&4\1&2endpmatrix$ is a solution.
$endgroup$
– kneidell
Sep 27 at 18:30
$begingroup$
I don't know if this helps, but $X=beginpmatrix2&4\1&2endpmatrix$ is a solution.
$endgroup$
– kneidell
Sep 27 at 18:30
$begingroup$
@kneidell It does help, because you've found the only solution.
$endgroup$
– Dietrich Burde
Sep 27 at 18:55
$begingroup$
@kneidell It does help, because you've found the only solution.
$endgroup$
– Dietrich Burde
Sep 27 at 18:55
add a comment
|
5 Answers
5
active
oldest
votes
$begingroup$
There is a matrix $U$ such that
$$U^-1beginpmatrix 10 & 20 \ 5 & 10 endpmatrix U=beginpmatrix 20 & 0 \ 0&0 endpmatrix.$$
Let $Y=U^-1XU$, then $Y^3-4Y^2+5Y=beginpmatrix 20 & 0 \0 & 0 endpmatrix$. The matrix $Y$ then commutes with $beginpmatrix 20 & 0 \ 0&0 endpmatrix$ and so is diagonal. Let $Y=beginpmatrix a & 0 \ 0&b endpmatrix.$
Then $a^3-4a^2+5a=20,b^3-4b^2+5b=0.$ The only real solutions are $a=4,b=0.$
Then $X$ is uniquely determined as $UYU^-1$. If we did not know that $X=beginpmatrix 2 & 4 cr 1 & 2 endpmatrix$ we could find it using the matrix $U$.
$endgroup$
add a comment
|
$begingroup$
Let $X=beginpmatrix a & b cr c & d endpmatrix$. Then the matrix equation immediately gives that $d=a$ and $b=4c$. Now it is easy to solve the last equations in $a$ and $c$. The only real solution is $a=2$ and $c=1$, and hence
$$
X=beginpmatrix 2 & 4 cr 1 & 2 endpmatrix.
$$
For complex numbers there are several other solutions, e.g.,
$a=fraci + 62,; c= frac2- i 4$, or $a=-fracsqrt-52,;c=-fracsqrt-54$.
$endgroup$
$begingroup$
I had decided the equation was very messy when multiplied out - did you spot a clever way of simplifying it?
$endgroup$
– S. Dolan
Sep 27 at 18:47
$begingroup$
Well done then hence upvote! With your method would diagonalising have been irrelevant?
$endgroup$
– S. Dolan
Sep 27 at 18:51
$begingroup$
Yes, diagonalising would make no difference. The four equations do not become easier then.
$endgroup$
– Dietrich Burde
Sep 27 at 18:52
1
$begingroup$
I can see $a=d$ or $a^2+ad+d^2+bc+5=0$. Is that how you proceeded?
$endgroup$
– S. Dolan
Sep 27 at 19:06
$begingroup$
I think the key to a quick solution is noting that $X$ cannot have conjugate pair eigenvalues. For me, diagonalisation was what made this clear.
$endgroup$
– copper.hat
Sep 27 at 19:55
add a comment
|
$begingroup$
Let $p$ be the polynomial in question and $R$ be the right hand side. Note that $R$ is equivalent to $D=operatornamediag (20,0)$.
Let $V^-1RV = D$, then since $V^-1p(X)V = p(V^-1XV) = D$, we can look for solutions
to $p(X)=D$ and then conjugate back to get the original solutions.
Note that $De_1 = 20 e_1, D e_2 = 0$. Hence $p(X)e_1 = 20e_1$, $p(X)e_2 = 0$.
If $lambda$ is an eigenvalue of $X$ then $p(lambda)$ is an eigenvalue of $p(X)$,
hence $X$ has distinct eigenvalues and $p(lambda_1) = 20, p(lambda_1) = 0$.
Hence $e_1,e_2$ are eigenvectors of $X$ (this is the key here).
In particular, $X$ is diagonal, so the problem reduces to solving $p(x) = 0$ (roots $0, 2 pm i$) to get $X_22$ and $p(x)=20$ (roots $4,pm sqrt5i$) to get $X_11$ and seeing what combinations work.
Since the matrix is real, we see that $X$ must have roots $4,0$ and so $X = operatornamediag (4,0)$.
To finish, we need to conjugate, if we let
$V= beginbmatrix 2 & -2 \ 1 & 1endbmatrix$, then
$V X V^-1 = beginbmatrix 2 & 4 \ 1 & 2endbmatrix$.
$endgroup$
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$begingroup$
Here is an other possibility to proceed. The Romanian NMO "should not know" the linear algebra related to diagonalization and/or Jordan forms for matrices, but for $2times 2$ matrices it is a standard idea to use Cayley-Hamilton, since having the trace $t$ and the determinant $d$ of a matrix $A$ it is an exercise for matrix operations (theoretically also done in the classes) to check $A^2-tA+d=0$. In this sense, we may work as follows, using as much as possibly the arithmetics of the polynomial ring $Bbb R[x]$.
The given matrix $A$ with entries $10, 20, 5, 10$ has trace $20$, and determinant zero. Let $g$ be the characteristic polynomial of $A$, so $g(A) = A^2-20A=0$. The unknown matrix $X$ satisfies for the polynomial $f(x)=x^3-4x^2+5x$ the given relation $f(x)=A$. So
$$
beginaligned
h(x):=g(f(x))
&=x^2(x^2 - 4x + 5)^2 - 20x(x^2 - 4x + 5)
\
&=(x^2 - 4x + 5)(x^2 + 5)(x - 4)x
endaligned
$$
annihilates $X$.
Let $pinBbb R[x]$ be the (monic) minimal polynomial of $X$.
It has degree two, (else we get a contradiction with $f(X)=A$,) so it divides $h$.
The first factor is excluded immediately as a value for $p$, because this would imply $A=f(X)=Xp(X)=0$.
The second factor is also excluded as a value for $p$, because else $f(x)-20=(x^2+5)(x-4)$ has the factor $(x^2+5)$, so $A-20I=(f-20)(A) =0$, again a contradiction.
It follows $p(x)=x(x-4)=x^2-4x$. The rest obtained by division with rest of $f(x)=colorgrayx^3-4x^2+5x$ by $p(x)=x^2-4x$ is $5x$, so we obtain:
$$
A=f(X)=5X .
$$
This brings the only matrix operation in the game
$$
X=frac 15A=beginbmatrix2&4\1&2endbmatrix .
$$
$endgroup$
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$begingroup$
dan_fulea mentioned in another answer that the contestants are not expected to know diagonalisation or Jordan form. So, I will give a more elementary solution below. Let
$$
A=uv^T=pmatrix2\ 1pmatrix1&2.
$$
The equation in question is equivalent to
$$
X^3-4X^2+5X=5A.tag1
$$
One can easily verify that $A^2=4A$ and $X=A$ is a solution to $(1)$. In general, if $X$ satisfies $(1)$, we must have $XA=AX$, i.e. $Xuv^T=uv^TX$. Therefore $Xu=ku$ and $v^TX=kv^T$ for some common real factor $k$, and $XA=AX=kA$. It follows from $(1)$ that
beginaligned
X^3A-4X^2A+5XA&=5A^2,\
k^3A-4k^2A+5kA&=20A,\
k^3-4k^2+5k-20&=0,\
(k-4)(k^2+5)&=0.
endaligned
Therefore $k=4$ and $XA=AX=4A$. Since $A^2=4A$, if we put $Y=X-A$, we get
$YA=AY=0$ or $Yuv^T=uv^TY=0$. Hence $Y$ must be a real scalar multiple of
$$
B=pmatrix2\ -1pmatrix1&-2
$$
and $X=A+bB$ for some real scalar $b$. As $X=A$ is a solution to $(1)$, $AB=BA=0$ and $B^2=4B$, if we substitute $X=A+bB$ into $(1)$, we get
beginaligned
b^3B^3-4b^2B^2+5bB&=0,\
16b^3-16b^2+5b&=0,\
b(16^2-16b+5)&=0,\
b&=0.
endaligned
Hence the only solution to $(1)$ is given by $X=A$.
$endgroup$
add a comment
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5 Answers
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active
oldest
votes
5 Answers
5
active
oldest
votes
active
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votes
active
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votes
$begingroup$
There is a matrix $U$ such that
$$U^-1beginpmatrix 10 & 20 \ 5 & 10 endpmatrix U=beginpmatrix 20 & 0 \ 0&0 endpmatrix.$$
Let $Y=U^-1XU$, then $Y^3-4Y^2+5Y=beginpmatrix 20 & 0 \0 & 0 endpmatrix$. The matrix $Y$ then commutes with $beginpmatrix 20 & 0 \ 0&0 endpmatrix$ and so is diagonal. Let $Y=beginpmatrix a & 0 \ 0&b endpmatrix.$
Then $a^3-4a^2+5a=20,b^3-4b^2+5b=0.$ The only real solutions are $a=4,b=0.$
Then $X$ is uniquely determined as $UYU^-1$. If we did not know that $X=beginpmatrix 2 & 4 cr 1 & 2 endpmatrix$ we could find it using the matrix $U$.
$endgroup$
add a comment
|
$begingroup$
There is a matrix $U$ such that
$$U^-1beginpmatrix 10 & 20 \ 5 & 10 endpmatrix U=beginpmatrix 20 & 0 \ 0&0 endpmatrix.$$
Let $Y=U^-1XU$, then $Y^3-4Y^2+5Y=beginpmatrix 20 & 0 \0 & 0 endpmatrix$. The matrix $Y$ then commutes with $beginpmatrix 20 & 0 \ 0&0 endpmatrix$ and so is diagonal. Let $Y=beginpmatrix a & 0 \ 0&b endpmatrix.$
Then $a^3-4a^2+5a=20,b^3-4b^2+5b=0.$ The only real solutions are $a=4,b=0.$
Then $X$ is uniquely determined as $UYU^-1$. If we did not know that $X=beginpmatrix 2 & 4 cr 1 & 2 endpmatrix$ we could find it using the matrix $U$.
$endgroup$
add a comment
|
$begingroup$
There is a matrix $U$ such that
$$U^-1beginpmatrix 10 & 20 \ 5 & 10 endpmatrix U=beginpmatrix 20 & 0 \ 0&0 endpmatrix.$$
Let $Y=U^-1XU$, then $Y^3-4Y^2+5Y=beginpmatrix 20 & 0 \0 & 0 endpmatrix$. The matrix $Y$ then commutes with $beginpmatrix 20 & 0 \ 0&0 endpmatrix$ and so is diagonal. Let $Y=beginpmatrix a & 0 \ 0&b endpmatrix.$
Then $a^3-4a^2+5a=20,b^3-4b^2+5b=0.$ The only real solutions are $a=4,b=0.$
Then $X$ is uniquely determined as $UYU^-1$. If we did not know that $X=beginpmatrix 2 & 4 cr 1 & 2 endpmatrix$ we could find it using the matrix $U$.
$endgroup$
There is a matrix $U$ such that
$$U^-1beginpmatrix 10 & 20 \ 5 & 10 endpmatrix U=beginpmatrix 20 & 0 \ 0&0 endpmatrix.$$
Let $Y=U^-1XU$, then $Y^3-4Y^2+5Y=beginpmatrix 20 & 0 \0 & 0 endpmatrix$. The matrix $Y$ then commutes with $beginpmatrix 20 & 0 \ 0&0 endpmatrix$ and so is diagonal. Let $Y=beginpmatrix a & 0 \ 0&b endpmatrix.$
Then $a^3-4a^2+5a=20,b^3-4b^2+5b=0.$ The only real solutions are $a=4,b=0.$
Then $X$ is uniquely determined as $UYU^-1$. If we did not know that $X=beginpmatrix 2 & 4 cr 1 & 2 endpmatrix$ we could find it using the matrix $U$.
edited Sep 28 at 7:12
answered Sep 27 at 18:30
S. DolanS. Dolan
10.5k1 gold badge4 silver badges19 bronze badges
10.5k1 gold badge4 silver badges19 bronze badges
add a comment
|
add a comment
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$begingroup$
Let $X=beginpmatrix a & b cr c & d endpmatrix$. Then the matrix equation immediately gives that $d=a$ and $b=4c$. Now it is easy to solve the last equations in $a$ and $c$. The only real solution is $a=2$ and $c=1$, and hence
$$
X=beginpmatrix 2 & 4 cr 1 & 2 endpmatrix.
$$
For complex numbers there are several other solutions, e.g.,
$a=fraci + 62,; c= frac2- i 4$, or $a=-fracsqrt-52,;c=-fracsqrt-54$.
$endgroup$
$begingroup$
I had decided the equation was very messy when multiplied out - did you spot a clever way of simplifying it?
$endgroup$
– S. Dolan
Sep 27 at 18:47
$begingroup$
Well done then hence upvote! With your method would diagonalising have been irrelevant?
$endgroup$
– S. Dolan
Sep 27 at 18:51
$begingroup$
Yes, diagonalising would make no difference. The four equations do not become easier then.
$endgroup$
– Dietrich Burde
Sep 27 at 18:52
1
$begingroup$
I can see $a=d$ or $a^2+ad+d^2+bc+5=0$. Is that how you proceeded?
$endgroup$
– S. Dolan
Sep 27 at 19:06
$begingroup$
I think the key to a quick solution is noting that $X$ cannot have conjugate pair eigenvalues. For me, diagonalisation was what made this clear.
$endgroup$
– copper.hat
Sep 27 at 19:55
add a comment
|
$begingroup$
Let $X=beginpmatrix a & b cr c & d endpmatrix$. Then the matrix equation immediately gives that $d=a$ and $b=4c$. Now it is easy to solve the last equations in $a$ and $c$. The only real solution is $a=2$ and $c=1$, and hence
$$
X=beginpmatrix 2 & 4 cr 1 & 2 endpmatrix.
$$
For complex numbers there are several other solutions, e.g.,
$a=fraci + 62,; c= frac2- i 4$, or $a=-fracsqrt-52,;c=-fracsqrt-54$.
$endgroup$
$begingroup$
I had decided the equation was very messy when multiplied out - did you spot a clever way of simplifying it?
$endgroup$
– S. Dolan
Sep 27 at 18:47
$begingroup$
Well done then hence upvote! With your method would diagonalising have been irrelevant?
$endgroup$
– S. Dolan
Sep 27 at 18:51
$begingroup$
Yes, diagonalising would make no difference. The four equations do not become easier then.
$endgroup$
– Dietrich Burde
Sep 27 at 18:52
1
$begingroup$
I can see $a=d$ or $a^2+ad+d^2+bc+5=0$. Is that how you proceeded?
$endgroup$
– S. Dolan
Sep 27 at 19:06
$begingroup$
I think the key to a quick solution is noting that $X$ cannot have conjugate pair eigenvalues. For me, diagonalisation was what made this clear.
$endgroup$
– copper.hat
Sep 27 at 19:55
add a comment
|
$begingroup$
Let $X=beginpmatrix a & b cr c & d endpmatrix$. Then the matrix equation immediately gives that $d=a$ and $b=4c$. Now it is easy to solve the last equations in $a$ and $c$. The only real solution is $a=2$ and $c=1$, and hence
$$
X=beginpmatrix 2 & 4 cr 1 & 2 endpmatrix.
$$
For complex numbers there are several other solutions, e.g.,
$a=fraci + 62,; c= frac2- i 4$, or $a=-fracsqrt-52,;c=-fracsqrt-54$.
$endgroup$
Let $X=beginpmatrix a & b cr c & d endpmatrix$. Then the matrix equation immediately gives that $d=a$ and $b=4c$. Now it is easy to solve the last equations in $a$ and $c$. The only real solution is $a=2$ and $c=1$, and hence
$$
X=beginpmatrix 2 & 4 cr 1 & 2 endpmatrix.
$$
For complex numbers there are several other solutions, e.g.,
$a=fraci + 62,; c= frac2- i 4$, or $a=-fracsqrt-52,;c=-fracsqrt-54$.
edited Sep 27 at 18:55
answered Sep 27 at 18:43
Dietrich BurdeDietrich Burde
90.8k6 gold badges50 silver badges112 bronze badges
90.8k6 gold badges50 silver badges112 bronze badges
$begingroup$
I had decided the equation was very messy when multiplied out - did you spot a clever way of simplifying it?
$endgroup$
– S. Dolan
Sep 27 at 18:47
$begingroup$
Well done then hence upvote! With your method would diagonalising have been irrelevant?
$endgroup$
– S. Dolan
Sep 27 at 18:51
$begingroup$
Yes, diagonalising would make no difference. The four equations do not become easier then.
$endgroup$
– Dietrich Burde
Sep 27 at 18:52
1
$begingroup$
I can see $a=d$ or $a^2+ad+d^2+bc+5=0$. Is that how you proceeded?
$endgroup$
– S. Dolan
Sep 27 at 19:06
$begingroup$
I think the key to a quick solution is noting that $X$ cannot have conjugate pair eigenvalues. For me, diagonalisation was what made this clear.
$endgroup$
– copper.hat
Sep 27 at 19:55
add a comment
|
$begingroup$
I had decided the equation was very messy when multiplied out - did you spot a clever way of simplifying it?
$endgroup$
– S. Dolan
Sep 27 at 18:47
$begingroup$
Well done then hence upvote! With your method would diagonalising have been irrelevant?
$endgroup$
– S. Dolan
Sep 27 at 18:51
$begingroup$
Yes, diagonalising would make no difference. The four equations do not become easier then.
$endgroup$
– Dietrich Burde
Sep 27 at 18:52
1
$begingroup$
I can see $a=d$ or $a^2+ad+d^2+bc+5=0$. Is that how you proceeded?
$endgroup$
– S. Dolan
Sep 27 at 19:06
$begingroup$
I think the key to a quick solution is noting that $X$ cannot have conjugate pair eigenvalues. For me, diagonalisation was what made this clear.
$endgroup$
– copper.hat
Sep 27 at 19:55
$begingroup$
I had decided the equation was very messy when multiplied out - did you spot a clever way of simplifying it?
$endgroup$
– S. Dolan
Sep 27 at 18:47
$begingroup$
I had decided the equation was very messy when multiplied out - did you spot a clever way of simplifying it?
$endgroup$
– S. Dolan
Sep 27 at 18:47
$begingroup$
Well done then hence upvote! With your method would diagonalising have been irrelevant?
$endgroup$
– S. Dolan
Sep 27 at 18:51
$begingroup$
Well done then hence upvote! With your method would diagonalising have been irrelevant?
$endgroup$
– S. Dolan
Sep 27 at 18:51
$begingroup$
Yes, diagonalising would make no difference. The four equations do not become easier then.
$endgroup$
– Dietrich Burde
Sep 27 at 18:52
$begingroup$
Yes, diagonalising would make no difference. The four equations do not become easier then.
$endgroup$
– Dietrich Burde
Sep 27 at 18:52
1
1
$begingroup$
I can see $a=d$ or $a^2+ad+d^2+bc+5=0$. Is that how you proceeded?
$endgroup$
– S. Dolan
Sep 27 at 19:06
$begingroup$
I can see $a=d$ or $a^2+ad+d^2+bc+5=0$. Is that how you proceeded?
$endgroup$
– S. Dolan
Sep 27 at 19:06
$begingroup$
I think the key to a quick solution is noting that $X$ cannot have conjugate pair eigenvalues. For me, diagonalisation was what made this clear.
$endgroup$
– copper.hat
Sep 27 at 19:55
$begingroup$
I think the key to a quick solution is noting that $X$ cannot have conjugate pair eigenvalues. For me, diagonalisation was what made this clear.
$endgroup$
– copper.hat
Sep 27 at 19:55
add a comment
|
$begingroup$
Let $p$ be the polynomial in question and $R$ be the right hand side. Note that $R$ is equivalent to $D=operatornamediag (20,0)$.
Let $V^-1RV = D$, then since $V^-1p(X)V = p(V^-1XV) = D$, we can look for solutions
to $p(X)=D$ and then conjugate back to get the original solutions.
Note that $De_1 = 20 e_1, D e_2 = 0$. Hence $p(X)e_1 = 20e_1$, $p(X)e_2 = 0$.
If $lambda$ is an eigenvalue of $X$ then $p(lambda)$ is an eigenvalue of $p(X)$,
hence $X$ has distinct eigenvalues and $p(lambda_1) = 20, p(lambda_1) = 0$.
Hence $e_1,e_2$ are eigenvectors of $X$ (this is the key here).
In particular, $X$ is diagonal, so the problem reduces to solving $p(x) = 0$ (roots $0, 2 pm i$) to get $X_22$ and $p(x)=20$ (roots $4,pm sqrt5i$) to get $X_11$ and seeing what combinations work.
Since the matrix is real, we see that $X$ must have roots $4,0$ and so $X = operatornamediag (4,0)$.
To finish, we need to conjugate, if we let
$V= beginbmatrix 2 & -2 \ 1 & 1endbmatrix$, then
$V X V^-1 = beginbmatrix 2 & 4 \ 1 & 2endbmatrix$.
$endgroup$
add a comment
|
$begingroup$
Let $p$ be the polynomial in question and $R$ be the right hand side. Note that $R$ is equivalent to $D=operatornamediag (20,0)$.
Let $V^-1RV = D$, then since $V^-1p(X)V = p(V^-1XV) = D$, we can look for solutions
to $p(X)=D$ and then conjugate back to get the original solutions.
Note that $De_1 = 20 e_1, D e_2 = 0$. Hence $p(X)e_1 = 20e_1$, $p(X)e_2 = 0$.
If $lambda$ is an eigenvalue of $X$ then $p(lambda)$ is an eigenvalue of $p(X)$,
hence $X$ has distinct eigenvalues and $p(lambda_1) = 20, p(lambda_1) = 0$.
Hence $e_1,e_2$ are eigenvectors of $X$ (this is the key here).
In particular, $X$ is diagonal, so the problem reduces to solving $p(x) = 0$ (roots $0, 2 pm i$) to get $X_22$ and $p(x)=20$ (roots $4,pm sqrt5i$) to get $X_11$ and seeing what combinations work.
Since the matrix is real, we see that $X$ must have roots $4,0$ and so $X = operatornamediag (4,0)$.
To finish, we need to conjugate, if we let
$V= beginbmatrix 2 & -2 \ 1 & 1endbmatrix$, then
$V X V^-1 = beginbmatrix 2 & 4 \ 1 & 2endbmatrix$.
$endgroup$
add a comment
|
$begingroup$
Let $p$ be the polynomial in question and $R$ be the right hand side. Note that $R$ is equivalent to $D=operatornamediag (20,0)$.
Let $V^-1RV = D$, then since $V^-1p(X)V = p(V^-1XV) = D$, we can look for solutions
to $p(X)=D$ and then conjugate back to get the original solutions.
Note that $De_1 = 20 e_1, D e_2 = 0$. Hence $p(X)e_1 = 20e_1$, $p(X)e_2 = 0$.
If $lambda$ is an eigenvalue of $X$ then $p(lambda)$ is an eigenvalue of $p(X)$,
hence $X$ has distinct eigenvalues and $p(lambda_1) = 20, p(lambda_1) = 0$.
Hence $e_1,e_2$ are eigenvectors of $X$ (this is the key here).
In particular, $X$ is diagonal, so the problem reduces to solving $p(x) = 0$ (roots $0, 2 pm i$) to get $X_22$ and $p(x)=20$ (roots $4,pm sqrt5i$) to get $X_11$ and seeing what combinations work.
Since the matrix is real, we see that $X$ must have roots $4,0$ and so $X = operatornamediag (4,0)$.
To finish, we need to conjugate, if we let
$V= beginbmatrix 2 & -2 \ 1 & 1endbmatrix$, then
$V X V^-1 = beginbmatrix 2 & 4 \ 1 & 2endbmatrix$.
$endgroup$
Let $p$ be the polynomial in question and $R$ be the right hand side. Note that $R$ is equivalent to $D=operatornamediag (20,0)$.
Let $V^-1RV = D$, then since $V^-1p(X)V = p(V^-1XV) = D$, we can look for solutions
to $p(X)=D$ and then conjugate back to get the original solutions.
Note that $De_1 = 20 e_1, D e_2 = 0$. Hence $p(X)e_1 = 20e_1$, $p(X)e_2 = 0$.
If $lambda$ is an eigenvalue of $X$ then $p(lambda)$ is an eigenvalue of $p(X)$,
hence $X$ has distinct eigenvalues and $p(lambda_1) = 20, p(lambda_1) = 0$.
Hence $e_1,e_2$ are eigenvectors of $X$ (this is the key here).
In particular, $X$ is diagonal, so the problem reduces to solving $p(x) = 0$ (roots $0, 2 pm i$) to get $X_22$ and $p(x)=20$ (roots $4,pm sqrt5i$) to get $X_11$ and seeing what combinations work.
Since the matrix is real, we see that $X$ must have roots $4,0$ and so $X = operatornamediag (4,0)$.
To finish, we need to conjugate, if we let
$V= beginbmatrix 2 & -2 \ 1 & 1endbmatrix$, then
$V X V^-1 = beginbmatrix 2 & 4 \ 1 & 2endbmatrix$.
edited Sep 27 at 20:00
answered Sep 27 at 19:49
copper.hatcopper.hat
135k6 gold badges63 silver badges175 bronze badges
135k6 gold badges63 silver badges175 bronze badges
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$begingroup$
Here is an other possibility to proceed. The Romanian NMO "should not know" the linear algebra related to diagonalization and/or Jordan forms for matrices, but for $2times 2$ matrices it is a standard idea to use Cayley-Hamilton, since having the trace $t$ and the determinant $d$ of a matrix $A$ it is an exercise for matrix operations (theoretically also done in the classes) to check $A^2-tA+d=0$. In this sense, we may work as follows, using as much as possibly the arithmetics of the polynomial ring $Bbb R[x]$.
The given matrix $A$ with entries $10, 20, 5, 10$ has trace $20$, and determinant zero. Let $g$ be the characteristic polynomial of $A$, so $g(A) = A^2-20A=0$. The unknown matrix $X$ satisfies for the polynomial $f(x)=x^3-4x^2+5x$ the given relation $f(x)=A$. So
$$
beginaligned
h(x):=g(f(x))
&=x^2(x^2 - 4x + 5)^2 - 20x(x^2 - 4x + 5)
\
&=(x^2 - 4x + 5)(x^2 + 5)(x - 4)x
endaligned
$$
annihilates $X$.
Let $pinBbb R[x]$ be the (monic) minimal polynomial of $X$.
It has degree two, (else we get a contradiction with $f(X)=A$,) so it divides $h$.
The first factor is excluded immediately as a value for $p$, because this would imply $A=f(X)=Xp(X)=0$.
The second factor is also excluded as a value for $p$, because else $f(x)-20=(x^2+5)(x-4)$ has the factor $(x^2+5)$, so $A-20I=(f-20)(A) =0$, again a contradiction.
It follows $p(x)=x(x-4)=x^2-4x$. The rest obtained by division with rest of $f(x)=colorgrayx^3-4x^2+5x$ by $p(x)=x^2-4x$ is $5x$, so we obtain:
$$
A=f(X)=5X .
$$
This brings the only matrix operation in the game
$$
X=frac 15A=beginbmatrix2&4\1&2endbmatrix .
$$
$endgroup$
add a comment
|
$begingroup$
Here is an other possibility to proceed. The Romanian NMO "should not know" the linear algebra related to diagonalization and/or Jordan forms for matrices, but for $2times 2$ matrices it is a standard idea to use Cayley-Hamilton, since having the trace $t$ and the determinant $d$ of a matrix $A$ it is an exercise for matrix operations (theoretically also done in the classes) to check $A^2-tA+d=0$. In this sense, we may work as follows, using as much as possibly the arithmetics of the polynomial ring $Bbb R[x]$.
The given matrix $A$ with entries $10, 20, 5, 10$ has trace $20$, and determinant zero. Let $g$ be the characteristic polynomial of $A$, so $g(A) = A^2-20A=0$. The unknown matrix $X$ satisfies for the polynomial $f(x)=x^3-4x^2+5x$ the given relation $f(x)=A$. So
$$
beginaligned
h(x):=g(f(x))
&=x^2(x^2 - 4x + 5)^2 - 20x(x^2 - 4x + 5)
\
&=(x^2 - 4x + 5)(x^2 + 5)(x - 4)x
endaligned
$$
annihilates $X$.
Let $pinBbb R[x]$ be the (monic) minimal polynomial of $X$.
It has degree two, (else we get a contradiction with $f(X)=A$,) so it divides $h$.
The first factor is excluded immediately as a value for $p$, because this would imply $A=f(X)=Xp(X)=0$.
The second factor is also excluded as a value for $p$, because else $f(x)-20=(x^2+5)(x-4)$ has the factor $(x^2+5)$, so $A-20I=(f-20)(A) =0$, again a contradiction.
It follows $p(x)=x(x-4)=x^2-4x$. The rest obtained by division with rest of $f(x)=colorgrayx^3-4x^2+5x$ by $p(x)=x^2-4x$ is $5x$, so we obtain:
$$
A=f(X)=5X .
$$
This brings the only matrix operation in the game
$$
X=frac 15A=beginbmatrix2&4\1&2endbmatrix .
$$
$endgroup$
add a comment
|
$begingroup$
Here is an other possibility to proceed. The Romanian NMO "should not know" the linear algebra related to diagonalization and/or Jordan forms for matrices, but for $2times 2$ matrices it is a standard idea to use Cayley-Hamilton, since having the trace $t$ and the determinant $d$ of a matrix $A$ it is an exercise for matrix operations (theoretically also done in the classes) to check $A^2-tA+d=0$. In this sense, we may work as follows, using as much as possibly the arithmetics of the polynomial ring $Bbb R[x]$.
The given matrix $A$ with entries $10, 20, 5, 10$ has trace $20$, and determinant zero. Let $g$ be the characteristic polynomial of $A$, so $g(A) = A^2-20A=0$. The unknown matrix $X$ satisfies for the polynomial $f(x)=x^3-4x^2+5x$ the given relation $f(x)=A$. So
$$
beginaligned
h(x):=g(f(x))
&=x^2(x^2 - 4x + 5)^2 - 20x(x^2 - 4x + 5)
\
&=(x^2 - 4x + 5)(x^2 + 5)(x - 4)x
endaligned
$$
annihilates $X$.
Let $pinBbb R[x]$ be the (monic) minimal polynomial of $X$.
It has degree two, (else we get a contradiction with $f(X)=A$,) so it divides $h$.
The first factor is excluded immediately as a value for $p$, because this would imply $A=f(X)=Xp(X)=0$.
The second factor is also excluded as a value for $p$, because else $f(x)-20=(x^2+5)(x-4)$ has the factor $(x^2+5)$, so $A-20I=(f-20)(A) =0$, again a contradiction.
It follows $p(x)=x(x-4)=x^2-4x$. The rest obtained by division with rest of $f(x)=colorgrayx^3-4x^2+5x$ by $p(x)=x^2-4x$ is $5x$, so we obtain:
$$
A=f(X)=5X .
$$
This brings the only matrix operation in the game
$$
X=frac 15A=beginbmatrix2&4\1&2endbmatrix .
$$
$endgroup$
Here is an other possibility to proceed. The Romanian NMO "should not know" the linear algebra related to diagonalization and/or Jordan forms for matrices, but for $2times 2$ matrices it is a standard idea to use Cayley-Hamilton, since having the trace $t$ and the determinant $d$ of a matrix $A$ it is an exercise for matrix operations (theoretically also done in the classes) to check $A^2-tA+d=0$. In this sense, we may work as follows, using as much as possibly the arithmetics of the polynomial ring $Bbb R[x]$.
The given matrix $A$ with entries $10, 20, 5, 10$ has trace $20$, and determinant zero. Let $g$ be the characteristic polynomial of $A$, so $g(A) = A^2-20A=0$. The unknown matrix $X$ satisfies for the polynomial $f(x)=x^3-4x^2+5x$ the given relation $f(x)=A$. So
$$
beginaligned
h(x):=g(f(x))
&=x^2(x^2 - 4x + 5)^2 - 20x(x^2 - 4x + 5)
\
&=(x^2 - 4x + 5)(x^2 + 5)(x - 4)x
endaligned
$$
annihilates $X$.
Let $pinBbb R[x]$ be the (monic) minimal polynomial of $X$.
It has degree two, (else we get a contradiction with $f(X)=A$,) so it divides $h$.
The first factor is excluded immediately as a value for $p$, because this would imply $A=f(X)=Xp(X)=0$.
The second factor is also excluded as a value for $p$, because else $f(x)-20=(x^2+5)(x-4)$ has the factor $(x^2+5)$, so $A-20I=(f-20)(A) =0$, again a contradiction.
It follows $p(x)=x(x-4)=x^2-4x$. The rest obtained by division with rest of $f(x)=colorgrayx^3-4x^2+5x$ by $p(x)=x^2-4x$ is $5x$, so we obtain:
$$
A=f(X)=5X .
$$
This brings the only matrix operation in the game
$$
X=frac 15A=beginbmatrix2&4\1&2endbmatrix .
$$
answered Sep 27 at 22:20
dan_fuleadan_fulea
12k1 gold badge7 silver badges18 bronze badges
12k1 gold badge7 silver badges18 bronze badges
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|
add a comment
|
$begingroup$
dan_fulea mentioned in another answer that the contestants are not expected to know diagonalisation or Jordan form. So, I will give a more elementary solution below. Let
$$
A=uv^T=pmatrix2\ 1pmatrix1&2.
$$
The equation in question is equivalent to
$$
X^3-4X^2+5X=5A.tag1
$$
One can easily verify that $A^2=4A$ and $X=A$ is a solution to $(1)$. In general, if $X$ satisfies $(1)$, we must have $XA=AX$, i.e. $Xuv^T=uv^TX$. Therefore $Xu=ku$ and $v^TX=kv^T$ for some common real factor $k$, and $XA=AX=kA$. It follows from $(1)$ that
beginaligned
X^3A-4X^2A+5XA&=5A^2,\
k^3A-4k^2A+5kA&=20A,\
k^3-4k^2+5k-20&=0,\
(k-4)(k^2+5)&=0.
endaligned
Therefore $k=4$ and $XA=AX=4A$. Since $A^2=4A$, if we put $Y=X-A$, we get
$YA=AY=0$ or $Yuv^T=uv^TY=0$. Hence $Y$ must be a real scalar multiple of
$$
B=pmatrix2\ -1pmatrix1&-2
$$
and $X=A+bB$ for some real scalar $b$. As $X=A$ is a solution to $(1)$, $AB=BA=0$ and $B^2=4B$, if we substitute $X=A+bB$ into $(1)$, we get
beginaligned
b^3B^3-4b^2B^2+5bB&=0,\
16b^3-16b^2+5b&=0,\
b(16^2-16b+5)&=0,\
b&=0.
endaligned
Hence the only solution to $(1)$ is given by $X=A$.
$endgroup$
add a comment
|
$begingroup$
dan_fulea mentioned in another answer that the contestants are not expected to know diagonalisation or Jordan form. So, I will give a more elementary solution below. Let
$$
A=uv^T=pmatrix2\ 1pmatrix1&2.
$$
The equation in question is equivalent to
$$
X^3-4X^2+5X=5A.tag1
$$
One can easily verify that $A^2=4A$ and $X=A$ is a solution to $(1)$. In general, if $X$ satisfies $(1)$, we must have $XA=AX$, i.e. $Xuv^T=uv^TX$. Therefore $Xu=ku$ and $v^TX=kv^T$ for some common real factor $k$, and $XA=AX=kA$. It follows from $(1)$ that
beginaligned
X^3A-4X^2A+5XA&=5A^2,\
k^3A-4k^2A+5kA&=20A,\
k^3-4k^2+5k-20&=0,\
(k-4)(k^2+5)&=0.
endaligned
Therefore $k=4$ and $XA=AX=4A$. Since $A^2=4A$, if we put $Y=X-A$, we get
$YA=AY=0$ or $Yuv^T=uv^TY=0$. Hence $Y$ must be a real scalar multiple of
$$
B=pmatrix2\ -1pmatrix1&-2
$$
and $X=A+bB$ for some real scalar $b$. As $X=A$ is a solution to $(1)$, $AB=BA=0$ and $B^2=4B$, if we substitute $X=A+bB$ into $(1)$, we get
beginaligned
b^3B^3-4b^2B^2+5bB&=0,\
16b^3-16b^2+5b&=0,\
b(16^2-16b+5)&=0,\
b&=0.
endaligned
Hence the only solution to $(1)$ is given by $X=A$.
$endgroup$
add a comment
|
$begingroup$
dan_fulea mentioned in another answer that the contestants are not expected to know diagonalisation or Jordan form. So, I will give a more elementary solution below. Let
$$
A=uv^T=pmatrix2\ 1pmatrix1&2.
$$
The equation in question is equivalent to
$$
X^3-4X^2+5X=5A.tag1
$$
One can easily verify that $A^2=4A$ and $X=A$ is a solution to $(1)$. In general, if $X$ satisfies $(1)$, we must have $XA=AX$, i.e. $Xuv^T=uv^TX$. Therefore $Xu=ku$ and $v^TX=kv^T$ for some common real factor $k$, and $XA=AX=kA$. It follows from $(1)$ that
beginaligned
X^3A-4X^2A+5XA&=5A^2,\
k^3A-4k^2A+5kA&=20A,\
k^3-4k^2+5k-20&=0,\
(k-4)(k^2+5)&=0.
endaligned
Therefore $k=4$ and $XA=AX=4A$. Since $A^2=4A$, if we put $Y=X-A$, we get
$YA=AY=0$ or $Yuv^T=uv^TY=0$. Hence $Y$ must be a real scalar multiple of
$$
B=pmatrix2\ -1pmatrix1&-2
$$
and $X=A+bB$ for some real scalar $b$. As $X=A$ is a solution to $(1)$, $AB=BA=0$ and $B^2=4B$, if we substitute $X=A+bB$ into $(1)$, we get
beginaligned
b^3B^3-4b^2B^2+5bB&=0,\
16b^3-16b^2+5b&=0,\
b(16^2-16b+5)&=0,\
b&=0.
endaligned
Hence the only solution to $(1)$ is given by $X=A$.
$endgroup$
dan_fulea mentioned in another answer that the contestants are not expected to know diagonalisation or Jordan form. So, I will give a more elementary solution below. Let
$$
A=uv^T=pmatrix2\ 1pmatrix1&2.
$$
The equation in question is equivalent to
$$
X^3-4X^2+5X=5A.tag1
$$
One can easily verify that $A^2=4A$ and $X=A$ is a solution to $(1)$. In general, if $X$ satisfies $(1)$, we must have $XA=AX$, i.e. $Xuv^T=uv^TX$. Therefore $Xu=ku$ and $v^TX=kv^T$ for some common real factor $k$, and $XA=AX=kA$. It follows from $(1)$ that
beginaligned
X^3A-4X^2A+5XA&=5A^2,\
k^3A-4k^2A+5kA&=20A,\
k^3-4k^2+5k-20&=0,\
(k-4)(k^2+5)&=0.
endaligned
Therefore $k=4$ and $XA=AX=4A$. Since $A^2=4A$, if we put $Y=X-A$, we get
$YA=AY=0$ or $Yuv^T=uv^TY=0$. Hence $Y$ must be a real scalar multiple of
$$
B=pmatrix2\ -1pmatrix1&-2
$$
and $X=A+bB$ for some real scalar $b$. As $X=A$ is a solution to $(1)$, $AB=BA=0$ and $B^2=4B$, if we substitute $X=A+bB$ into $(1)$, we get
beginaligned
b^3B^3-4b^2B^2+5bB&=0,\
16b^3-16b^2+5b&=0,\
b(16^2-16b+5)&=0,\
b&=0.
endaligned
Hence the only solution to $(1)$ is given by $X=A$.
edited Sep 28 at 2:14
answered Sep 28 at 1:52
user1551user1551
84.9k6 gold badges75 silver badges138 bronze badges
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2
$begingroup$
First you can conclude that $n=2$ and $Xneq 0$. Also the determinant of the RHS is zero.
$endgroup$
– Dietrich Burde
Sep 27 at 18:11
1
$begingroup$
You could assume the right hand side is $textdiag(20,0)$ with eigenvectors $e_1,e_2$.
$endgroup$
– copper.hat
Sep 27 at 18:25
1
$begingroup$
I don't know if this helps, but $X=beginpmatrix2&4\1&2endpmatrix$ is a solution.
$endgroup$
– kneidell
Sep 27 at 18:30
$begingroup$
@kneidell It does help, because you've found the only solution.
$endgroup$
– Dietrich Burde
Sep 27 at 18:55