Quickest way to find characteristic polynomial from a given matrixWhat is the quickest way to find the...
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Quickest way to find characteristic polynomial from a given matrix
What is the quickest way to find the characteristic polynomial of this matrix?Find the characteristic and minimal polynomial of the given matrixHow do i find eigenvectors for a $3times 3$-matrix when eigenvalues are mixed complex or real?Given a polynomial $P$ and matrix $A$, find matrix $Q$ such that $Q^{-1}P_{(A)}Q=P_{(D)}$Is there a fast way to get the characteristic polynomial of this symmetric matrix?How do you quickly know that this matrix is diagonalisable (characteristic polynomial given)?Find the characteristic polynomial $P_A(lambda)$ of this matrixFind eigenvalue and root subspace of given matrix $A$Is it possible to diagonalize matrix via new basis? (also find this basis and appropriate matrix)Eigenvector of Hess Matrix (Optimisation problem)
$begingroup$
Find the Rational form of
$$
A=begin{pmatrix} 1&2&0&4\ :::4&1&2&0\ :::0&4&1&2\ :::2&0&4&1end{pmatrix}
$$
I don't wanna the solution, instead I would like to know a quickest way to calculate $det (lambda I-A)$.
$$
begin{vmatrix}
x-1 &-2 &0 &-4 \
-4&x-1 &-2 &0 \
0&-4 &x-1 & -2 \
-2&0 &-4 &x-1
end{vmatrix}
$$
here I could see the polynomial but the procedure is quite long.
https://www.symbolab.com/solver/matrix-eigenvectors-calculator/eigenvectors%20%5Cbegin%7Bpmatrix%7D1%262%260%264%5C%5C%20%20%20%20%204%261%262%260%5C%5C%20%20%20%20%200%264%261%262%5C%5C%20%20%20%20%202%260%264%261%5Cend%7Bpmatrix%7D
linear-algebra
$endgroup$
add a comment |
$begingroup$
Find the Rational form of
$$
A=begin{pmatrix} 1&2&0&4\ :::4&1&2&0\ :::0&4&1&2\ :::2&0&4&1end{pmatrix}
$$
I don't wanna the solution, instead I would like to know a quickest way to calculate $det (lambda I-A)$.
$$
begin{vmatrix}
x-1 &-2 &0 &-4 \
-4&x-1 &-2 &0 \
0&-4 &x-1 & -2 \
-2&0 &-4 &x-1
end{vmatrix}
$$
here I could see the polynomial but the procedure is quite long.
https://www.symbolab.com/solver/matrix-eigenvectors-calculator/eigenvectors%20%5Cbegin%7Bpmatrix%7D1%262%260%264%5C%5C%20%20%20%20%204%261%262%260%5C%5C%20%20%20%20%200%264%261%262%5C%5C%20%20%20%20%202%260%264%261%5Cend%7Bpmatrix%7D
linear-algebra
$endgroup$
add a comment |
$begingroup$
Find the Rational form of
$$
A=begin{pmatrix} 1&2&0&4\ :::4&1&2&0\ :::0&4&1&2\ :::2&0&4&1end{pmatrix}
$$
I don't wanna the solution, instead I would like to know a quickest way to calculate $det (lambda I-A)$.
$$
begin{vmatrix}
x-1 &-2 &0 &-4 \
-4&x-1 &-2 &0 \
0&-4 &x-1 & -2 \
-2&0 &-4 &x-1
end{vmatrix}
$$
here I could see the polynomial but the procedure is quite long.
https://www.symbolab.com/solver/matrix-eigenvectors-calculator/eigenvectors%20%5Cbegin%7Bpmatrix%7D1%262%260%264%5C%5C%20%20%20%20%204%261%262%260%5C%5C%20%20%20%20%200%264%261%262%5C%5C%20%20%20%20%202%260%264%261%5Cend%7Bpmatrix%7D
linear-algebra
$endgroup$
Find the Rational form of
$$
A=begin{pmatrix} 1&2&0&4\ :::4&1&2&0\ :::0&4&1&2\ :::2&0&4&1end{pmatrix}
$$
I don't wanna the solution, instead I would like to know a quickest way to calculate $det (lambda I-A)$.
$$
begin{vmatrix}
x-1 &-2 &0 &-4 \
-4&x-1 &-2 &0 \
0&-4 &x-1 & -2 \
-2&0 &-4 &x-1
end{vmatrix}
$$
here I could see the polynomial but the procedure is quite long.
https://www.symbolab.com/solver/matrix-eigenvectors-calculator/eigenvectors%20%5Cbegin%7Bpmatrix%7D1%262%260%264%5C%5C%20%20%20%20%204%261%262%260%5C%5C%20%20%20%20%200%264%261%262%5C%5C%20%20%20%20%202%260%264%261%5Cend%7Bpmatrix%7D
linear-algebra
linear-algebra
asked 8 hours ago
ipreferpiipreferpi
14511
14511
add a comment |
add a comment |
2 Answers
2
active
oldest
votes
$begingroup$
Add columns $,2,3,4,$ to the first one (this is a circulant matrix), and get:
$$det(t I-A)=begin{vmatrix}t-7&-2&0&-4\
t-7&t-1&-2&0\
t-7&-4&t-1&-2\
t-7&0&-4&t-1end{vmatrix}stackrel{R_i-R_1}=begin{vmatrix}t-7&-2&0&-4\
0&t+1&-2&4\
0&-2&t-1&2\
0&2&-4&t+3end{vmatrix}=$$$${}$$
$$=(t-7)begin{vmatrix}
t+1&-2&4\
-2&t-1&2\
2&-4&t+3end{vmatrix}=(t-7)left[(t^2-1)(t+3)+24+8t+8-4t-12-8t+8right]=$$
$$=(t-7)left[(t^2-1)(t+3)-4t+28right]=(t-7)left[t^3+3t^2-5t+25right]=$$
$$=(t-7)(t+5)(t^2-2t+5)=(t+t)(t+5)(t-(1-2i))(t-(1+2i))$$
$endgroup$
$begingroup$
Both answers are great! However I'll choose this one, thank you.
$endgroup$
– ipreferpi
3 hours ago
add a comment |
$begingroup$
The quick way is to realise you have a circulant matrix, so you can immediately write down the determinant
begin{align*}
&detbegin{pmatrix}
x-1 &-2 &0 &-4 \
-4&x-1 &-2 &0 \
0&-4 &x-1 & -2 \
-2&0 &-4 &x-1
end{pmatrix}\
&=(x-1-2-4)(x-1-2i+4i)(x-1+2+4)(x-1+2i-4i)
end{align*}
since the eigenspaces are $langle(1,i^k,i^{2k},i^{3k})rangle=langle(1,i^k,(-1)^k,(-i)^k)rangle$, for $k=0,1,2,3$.
$endgroup$
1
$begingroup$
"Since the eigenspaces are..." So you have to know first the eigenspaces?
$endgroup$
– DonAntonio
8 hours ago
$begingroup$
Circulant matrices always have eigenspaces in this form, because these preserve the symmetry and are enough of them. No calculation needed (except to show they are independent, which follows from the vandermonde determinant).
$endgroup$
– user10354138
8 hours ago
$begingroup$
Is there any way only using determinant properties?
$endgroup$
– ipreferpi
7 hours ago
1
$begingroup$
Yes, using the basic properties of circulant matrices it is way faster and easier...+1
$endgroup$
– DonAntonio
7 hours ago
add a comment |
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2 Answers
2
active
oldest
votes
2 Answers
2
active
oldest
votes
active
oldest
votes
active
oldest
votes
$begingroup$
Add columns $,2,3,4,$ to the first one (this is a circulant matrix), and get:
$$det(t I-A)=begin{vmatrix}t-7&-2&0&-4\
t-7&t-1&-2&0\
t-7&-4&t-1&-2\
t-7&0&-4&t-1end{vmatrix}stackrel{R_i-R_1}=begin{vmatrix}t-7&-2&0&-4\
0&t+1&-2&4\
0&-2&t-1&2\
0&2&-4&t+3end{vmatrix}=$$$${}$$
$$=(t-7)begin{vmatrix}
t+1&-2&4\
-2&t-1&2\
2&-4&t+3end{vmatrix}=(t-7)left[(t^2-1)(t+3)+24+8t+8-4t-12-8t+8right]=$$
$$=(t-7)left[(t^2-1)(t+3)-4t+28right]=(t-7)left[t^3+3t^2-5t+25right]=$$
$$=(t-7)(t+5)(t^2-2t+5)=(t+t)(t+5)(t-(1-2i))(t-(1+2i))$$
$endgroup$
$begingroup$
Both answers are great! However I'll choose this one, thank you.
$endgroup$
– ipreferpi
3 hours ago
add a comment |
$begingroup$
Add columns $,2,3,4,$ to the first one (this is a circulant matrix), and get:
$$det(t I-A)=begin{vmatrix}t-7&-2&0&-4\
t-7&t-1&-2&0\
t-7&-4&t-1&-2\
t-7&0&-4&t-1end{vmatrix}stackrel{R_i-R_1}=begin{vmatrix}t-7&-2&0&-4\
0&t+1&-2&4\
0&-2&t-1&2\
0&2&-4&t+3end{vmatrix}=$$$${}$$
$$=(t-7)begin{vmatrix}
t+1&-2&4\
-2&t-1&2\
2&-4&t+3end{vmatrix}=(t-7)left[(t^2-1)(t+3)+24+8t+8-4t-12-8t+8right]=$$
$$=(t-7)left[(t^2-1)(t+3)-4t+28right]=(t-7)left[t^3+3t^2-5t+25right]=$$
$$=(t-7)(t+5)(t^2-2t+5)=(t+t)(t+5)(t-(1-2i))(t-(1+2i))$$
$endgroup$
$begingroup$
Both answers are great! However I'll choose this one, thank you.
$endgroup$
– ipreferpi
3 hours ago
add a comment |
$begingroup$
Add columns $,2,3,4,$ to the first one (this is a circulant matrix), and get:
$$det(t I-A)=begin{vmatrix}t-7&-2&0&-4\
t-7&t-1&-2&0\
t-7&-4&t-1&-2\
t-7&0&-4&t-1end{vmatrix}stackrel{R_i-R_1}=begin{vmatrix}t-7&-2&0&-4\
0&t+1&-2&4\
0&-2&t-1&2\
0&2&-4&t+3end{vmatrix}=$$$${}$$
$$=(t-7)begin{vmatrix}
t+1&-2&4\
-2&t-1&2\
2&-4&t+3end{vmatrix}=(t-7)left[(t^2-1)(t+3)+24+8t+8-4t-12-8t+8right]=$$
$$=(t-7)left[(t^2-1)(t+3)-4t+28right]=(t-7)left[t^3+3t^2-5t+25right]=$$
$$=(t-7)(t+5)(t^2-2t+5)=(t+t)(t+5)(t-(1-2i))(t-(1+2i))$$
$endgroup$
Add columns $,2,3,4,$ to the first one (this is a circulant matrix), and get:
$$det(t I-A)=begin{vmatrix}t-7&-2&0&-4\
t-7&t-1&-2&0\
t-7&-4&t-1&-2\
t-7&0&-4&t-1end{vmatrix}stackrel{R_i-R_1}=begin{vmatrix}t-7&-2&0&-4\
0&t+1&-2&4\
0&-2&t-1&2\
0&2&-4&t+3end{vmatrix}=$$$${}$$
$$=(t-7)begin{vmatrix}
t+1&-2&4\
-2&t-1&2\
2&-4&t+3end{vmatrix}=(t-7)left[(t^2-1)(t+3)+24+8t+8-4t-12-8t+8right]=$$
$$=(t-7)left[(t^2-1)(t+3)-4t+28right]=(t-7)left[t^3+3t^2-5t+25right]=$$
$$=(t-7)(t+5)(t^2-2t+5)=(t+t)(t+5)(t-(1-2i))(t-(1+2i))$$
answered 7 hours ago
DonAntonioDonAntonio
182k1497234
182k1497234
$begingroup$
Both answers are great! However I'll choose this one, thank you.
$endgroup$
– ipreferpi
3 hours ago
add a comment |
$begingroup$
Both answers are great! However I'll choose this one, thank you.
$endgroup$
– ipreferpi
3 hours ago
$begingroup$
Both answers are great! However I'll choose this one, thank you.
$endgroup$
– ipreferpi
3 hours ago
$begingroup$
Both answers are great! However I'll choose this one, thank you.
$endgroup$
– ipreferpi
3 hours ago
add a comment |
$begingroup$
The quick way is to realise you have a circulant matrix, so you can immediately write down the determinant
begin{align*}
&detbegin{pmatrix}
x-1 &-2 &0 &-4 \
-4&x-1 &-2 &0 \
0&-4 &x-1 & -2 \
-2&0 &-4 &x-1
end{pmatrix}\
&=(x-1-2-4)(x-1-2i+4i)(x-1+2+4)(x-1+2i-4i)
end{align*}
since the eigenspaces are $langle(1,i^k,i^{2k},i^{3k})rangle=langle(1,i^k,(-1)^k,(-i)^k)rangle$, for $k=0,1,2,3$.
$endgroup$
1
$begingroup$
"Since the eigenspaces are..." So you have to know first the eigenspaces?
$endgroup$
– DonAntonio
8 hours ago
$begingroup$
Circulant matrices always have eigenspaces in this form, because these preserve the symmetry and are enough of them. No calculation needed (except to show they are independent, which follows from the vandermonde determinant).
$endgroup$
– user10354138
8 hours ago
$begingroup$
Is there any way only using determinant properties?
$endgroup$
– ipreferpi
7 hours ago
1
$begingroup$
Yes, using the basic properties of circulant matrices it is way faster and easier...+1
$endgroup$
– DonAntonio
7 hours ago
add a comment |
$begingroup$
The quick way is to realise you have a circulant matrix, so you can immediately write down the determinant
begin{align*}
&detbegin{pmatrix}
x-1 &-2 &0 &-4 \
-4&x-1 &-2 &0 \
0&-4 &x-1 & -2 \
-2&0 &-4 &x-1
end{pmatrix}\
&=(x-1-2-4)(x-1-2i+4i)(x-1+2+4)(x-1+2i-4i)
end{align*}
since the eigenspaces are $langle(1,i^k,i^{2k},i^{3k})rangle=langle(1,i^k,(-1)^k,(-i)^k)rangle$, for $k=0,1,2,3$.
$endgroup$
1
$begingroup$
"Since the eigenspaces are..." So you have to know first the eigenspaces?
$endgroup$
– DonAntonio
8 hours ago
$begingroup$
Circulant matrices always have eigenspaces in this form, because these preserve the symmetry and are enough of them. No calculation needed (except to show they are independent, which follows from the vandermonde determinant).
$endgroup$
– user10354138
8 hours ago
$begingroup$
Is there any way only using determinant properties?
$endgroup$
– ipreferpi
7 hours ago
1
$begingroup$
Yes, using the basic properties of circulant matrices it is way faster and easier...+1
$endgroup$
– DonAntonio
7 hours ago
add a comment |
$begingroup$
The quick way is to realise you have a circulant matrix, so you can immediately write down the determinant
begin{align*}
&detbegin{pmatrix}
x-1 &-2 &0 &-4 \
-4&x-1 &-2 &0 \
0&-4 &x-1 & -2 \
-2&0 &-4 &x-1
end{pmatrix}\
&=(x-1-2-4)(x-1-2i+4i)(x-1+2+4)(x-1+2i-4i)
end{align*}
since the eigenspaces are $langle(1,i^k,i^{2k},i^{3k})rangle=langle(1,i^k,(-1)^k,(-i)^k)rangle$, for $k=0,1,2,3$.
$endgroup$
The quick way is to realise you have a circulant matrix, so you can immediately write down the determinant
begin{align*}
&detbegin{pmatrix}
x-1 &-2 &0 &-4 \
-4&x-1 &-2 &0 \
0&-4 &x-1 & -2 \
-2&0 &-4 &x-1
end{pmatrix}\
&=(x-1-2-4)(x-1-2i+4i)(x-1+2+4)(x-1+2i-4i)
end{align*}
since the eigenspaces are $langle(1,i^k,i^{2k},i^{3k})rangle=langle(1,i^k,(-1)^k,(-i)^k)rangle$, for $k=0,1,2,3$.
answered 8 hours ago
user10354138user10354138
12.2k21125
12.2k21125
1
$begingroup$
"Since the eigenspaces are..." So you have to know first the eigenspaces?
$endgroup$
– DonAntonio
8 hours ago
$begingroup$
Circulant matrices always have eigenspaces in this form, because these preserve the symmetry and are enough of them. No calculation needed (except to show they are independent, which follows from the vandermonde determinant).
$endgroup$
– user10354138
8 hours ago
$begingroup$
Is there any way only using determinant properties?
$endgroup$
– ipreferpi
7 hours ago
1
$begingroup$
Yes, using the basic properties of circulant matrices it is way faster and easier...+1
$endgroup$
– DonAntonio
7 hours ago
add a comment |
1
$begingroup$
"Since the eigenspaces are..." So you have to know first the eigenspaces?
$endgroup$
– DonAntonio
8 hours ago
$begingroup$
Circulant matrices always have eigenspaces in this form, because these preserve the symmetry and are enough of them. No calculation needed (except to show they are independent, which follows from the vandermonde determinant).
$endgroup$
– user10354138
8 hours ago
$begingroup$
Is there any way only using determinant properties?
$endgroup$
– ipreferpi
7 hours ago
1
$begingroup$
Yes, using the basic properties of circulant matrices it is way faster and easier...+1
$endgroup$
– DonAntonio
7 hours ago
1
1
$begingroup$
"Since the eigenspaces are..." So you have to know first the eigenspaces?
$endgroup$
– DonAntonio
8 hours ago
$begingroup$
"Since the eigenspaces are..." So you have to know first the eigenspaces?
$endgroup$
– DonAntonio
8 hours ago
$begingroup$
Circulant matrices always have eigenspaces in this form, because these preserve the symmetry and are enough of them. No calculation needed (except to show they are independent, which follows from the vandermonde determinant).
$endgroup$
– user10354138
8 hours ago
$begingroup$
Circulant matrices always have eigenspaces in this form, because these preserve the symmetry and are enough of them. No calculation needed (except to show they are independent, which follows from the vandermonde determinant).
$endgroup$
– user10354138
8 hours ago
$begingroup$
Is there any way only using determinant properties?
$endgroup$
– ipreferpi
7 hours ago
$begingroup$
Is there any way only using determinant properties?
$endgroup$
– ipreferpi
7 hours ago
1
1
$begingroup$
Yes, using the basic properties of circulant matrices it is way faster and easier...+1
$endgroup$
– DonAntonio
7 hours ago
$begingroup$
Yes, using the basic properties of circulant matrices it is way faster and easier...+1
$endgroup$
– DonAntonio
7 hours ago
add a comment |
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