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Linear Independence for Vectors of Cosine Values


Remembering exact sine cosine and tangent values?A basic question on linear independence of eigen vectorsLinear Independence of a set of Complex VectorsWorking with Eigen vectors and values, How do you verify linear independence?Linear independence of standard basis vectors from Vandermonde style vectors$det(A+I)=1+texttr(A)$, if $textrank(A)=1$ proof?Finding the “Larger” of Two Cosine ValuesLinear Independence of Cosine FunctionLinear independence of row vectorsWhat is the dimension of $Xin M_n,n(F); AX=XA=0$?













1












$begingroup$


For every integer $ngeq3$ define an $ntimes n$ matrix $A$ using the following row vector as the first row: $(c_0,c_1,c_2,ldots, c_n-1)$ where $c_k=cos (2pi k/n)$.



The subsequent rows are obtained as cyclic shifts. This matrix seems to be always of rank 2.



Actually I was working with some families of representations of dihedral groups, arising in another context and was computing the degrees of the representations. That calculation implied this matrix should be of rank 2.
But definitely there must be some direct way of doing it.



Can anyone tell me how to accomplish it?










share|cite|improve this question









$endgroup$











  • $begingroup$
    You may want to read this page: en.wikipedia.org/wiki/Circulant_matrix
    $endgroup$
    – angryavian
    2 hours ago










  • $begingroup$
    @angryavian: Thanks. A quick glance tells me that the solution is more algebraic (with gcd of polynomials). This is easier to deal for me than explicit computations!
    $endgroup$
    – P Vanchinathan
    2 hours ago















1












$begingroup$


For every integer $ngeq3$ define an $ntimes n$ matrix $A$ using the following row vector as the first row: $(c_0,c_1,c_2,ldots, c_n-1)$ where $c_k=cos (2pi k/n)$.



The subsequent rows are obtained as cyclic shifts. This matrix seems to be always of rank 2.



Actually I was working with some families of representations of dihedral groups, arising in another context and was computing the degrees of the representations. That calculation implied this matrix should be of rank 2.
But definitely there must be some direct way of doing it.



Can anyone tell me how to accomplish it?










share|cite|improve this question









$endgroup$











  • $begingroup$
    You may want to read this page: en.wikipedia.org/wiki/Circulant_matrix
    $endgroup$
    – angryavian
    2 hours ago










  • $begingroup$
    @angryavian: Thanks. A quick glance tells me that the solution is more algebraic (with gcd of polynomials). This is easier to deal for me than explicit computations!
    $endgroup$
    – P Vanchinathan
    2 hours ago













1












1








1





$begingroup$


For every integer $ngeq3$ define an $ntimes n$ matrix $A$ using the following row vector as the first row: $(c_0,c_1,c_2,ldots, c_n-1)$ where $c_k=cos (2pi k/n)$.



The subsequent rows are obtained as cyclic shifts. This matrix seems to be always of rank 2.



Actually I was working with some families of representations of dihedral groups, arising in another context and was computing the degrees of the representations. That calculation implied this matrix should be of rank 2.
But definitely there must be some direct way of doing it.



Can anyone tell me how to accomplish it?










share|cite|improve this question









$endgroup$




For every integer $ngeq3$ define an $ntimes n$ matrix $A$ using the following row vector as the first row: $(c_0,c_1,c_2,ldots, c_n-1)$ where $c_k=cos (2pi k/n)$.



The subsequent rows are obtained as cyclic shifts. This matrix seems to be always of rank 2.



Actually I was working with some families of representations of dihedral groups, arising in another context and was computing the degrees of the representations. That calculation implied this matrix should be of rank 2.
But definitely there must be some direct way of doing it.



Can anyone tell me how to accomplish it?







matrices trigonometry






share|cite|improve this question













share|cite|improve this question











share|cite|improve this question




share|cite|improve this question










asked 2 hours ago









P VanchinathanP Vanchinathan

15.7k12237




15.7k12237











  • $begingroup$
    You may want to read this page: en.wikipedia.org/wiki/Circulant_matrix
    $endgroup$
    – angryavian
    2 hours ago










  • $begingroup$
    @angryavian: Thanks. A quick glance tells me that the solution is more algebraic (with gcd of polynomials). This is easier to deal for me than explicit computations!
    $endgroup$
    – P Vanchinathan
    2 hours ago
















  • $begingroup$
    You may want to read this page: en.wikipedia.org/wiki/Circulant_matrix
    $endgroup$
    – angryavian
    2 hours ago










  • $begingroup$
    @angryavian: Thanks. A quick glance tells me that the solution is more algebraic (with gcd of polynomials). This is easier to deal for me than explicit computations!
    $endgroup$
    – P Vanchinathan
    2 hours ago















$begingroup$
You may want to read this page: en.wikipedia.org/wiki/Circulant_matrix
$endgroup$
– angryavian
2 hours ago




$begingroup$
You may want to read this page: en.wikipedia.org/wiki/Circulant_matrix
$endgroup$
– angryavian
2 hours ago












$begingroup$
@angryavian: Thanks. A quick glance tells me that the solution is more algebraic (with gcd of polynomials). This is easier to deal for me than explicit computations!
$endgroup$
– P Vanchinathan
2 hours ago




$begingroup$
@angryavian: Thanks. A quick glance tells me that the solution is more algebraic (with gcd of polynomials). This is easier to deal for me than explicit computations!
$endgroup$
– P Vanchinathan
2 hours ago










2 Answers
2






active

oldest

votes


















2












$begingroup$

The identity



$cos((n+1)x)
=2cos(x)cos(nx)-cos((n-1)x)
$

shows that each column
is a linear combination
of the previous two columns,
so the rank is 2.



This also holds for $sin$.






share|cite|improve this answer









$endgroup$












  • $begingroup$
    [+1] Very nice answer !
    $endgroup$
    – Jean Marie
    15 mins ago










  • $begingroup$
    Pleasantly simple answer!
    $endgroup$
    – P Vanchinathan
    1 min ago


















2












$begingroup$

A typical cyclic shift is
$$(c_k,c_k+1,ldots,c_k+n-1)$$
noting that $c_n=c_0$, $c_n+1=c_1$ etc.
This is the real part of the complex vector
$$(zeta^k,zeta^k+1,ldots,zeta^k+n-1)$$
where $zeta=exp(2pi i/n)$. Thus
beginalign
(c_k,c_k+1,ldots,c_k+n-1)
&=frac12(zeta^k,zeta^k+1,ldots,zeta^k+n-1)
+frac12(zeta^-k,zeta^-k-1,ldots,zeta^-k-n+1)\
&=fraczeta^k2(1,zeta,ldots,zeta^n-1)
+fraczeta^-k2(1,zeta^-1,ldots,zeta^-n+1).
endalign

Each row is a linear combination of the two vectors
$(1,zeta,ldots,zeta^n-1)$ and $(1,zeta^-1,ldots,zeta^-n+1)$
so the matrix has rank $le2$.






share|cite|improve this answer









$endgroup$












  • $begingroup$
    +1 I like this answer too. Unfortunately I can accept only one.
    $endgroup$
    – P Vanchinathan
    2 mins ago











Your Answer








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2 Answers
2






active

oldest

votes








2 Answers
2






active

oldest

votes









active

oldest

votes






active

oldest

votes









2












$begingroup$

The identity



$cos((n+1)x)
=2cos(x)cos(nx)-cos((n-1)x)
$

shows that each column
is a linear combination
of the previous two columns,
so the rank is 2.



This also holds for $sin$.






share|cite|improve this answer









$endgroup$












  • $begingroup$
    [+1] Very nice answer !
    $endgroup$
    – Jean Marie
    15 mins ago










  • $begingroup$
    Pleasantly simple answer!
    $endgroup$
    – P Vanchinathan
    1 min ago















2












$begingroup$

The identity



$cos((n+1)x)
=2cos(x)cos(nx)-cos((n-1)x)
$

shows that each column
is a linear combination
of the previous two columns,
so the rank is 2.



This also holds for $sin$.






share|cite|improve this answer









$endgroup$












  • $begingroup$
    [+1] Very nice answer !
    $endgroup$
    – Jean Marie
    15 mins ago










  • $begingroup$
    Pleasantly simple answer!
    $endgroup$
    – P Vanchinathan
    1 min ago













2












2








2





$begingroup$

The identity



$cos((n+1)x)
=2cos(x)cos(nx)-cos((n-1)x)
$

shows that each column
is a linear combination
of the previous two columns,
so the rank is 2.



This also holds for $sin$.






share|cite|improve this answer









$endgroup$



The identity



$cos((n+1)x)
=2cos(x)cos(nx)-cos((n-1)x)
$

shows that each column
is a linear combination
of the previous two columns,
so the rank is 2.



This also holds for $sin$.







share|cite|improve this answer












share|cite|improve this answer



share|cite|improve this answer










answered 2 hours ago









marty cohenmarty cohen

76.5k549130




76.5k549130











  • $begingroup$
    [+1] Very nice answer !
    $endgroup$
    – Jean Marie
    15 mins ago










  • $begingroup$
    Pleasantly simple answer!
    $endgroup$
    – P Vanchinathan
    1 min ago
















  • $begingroup$
    [+1] Very nice answer !
    $endgroup$
    – Jean Marie
    15 mins ago










  • $begingroup$
    Pleasantly simple answer!
    $endgroup$
    – P Vanchinathan
    1 min ago















$begingroup$
[+1] Very nice answer !
$endgroup$
– Jean Marie
15 mins ago




$begingroup$
[+1] Very nice answer !
$endgroup$
– Jean Marie
15 mins ago












$begingroup$
Pleasantly simple answer!
$endgroup$
– P Vanchinathan
1 min ago




$begingroup$
Pleasantly simple answer!
$endgroup$
– P Vanchinathan
1 min ago











2












$begingroup$

A typical cyclic shift is
$$(c_k,c_k+1,ldots,c_k+n-1)$$
noting that $c_n=c_0$, $c_n+1=c_1$ etc.
This is the real part of the complex vector
$$(zeta^k,zeta^k+1,ldots,zeta^k+n-1)$$
where $zeta=exp(2pi i/n)$. Thus
beginalign
(c_k,c_k+1,ldots,c_k+n-1)
&=frac12(zeta^k,zeta^k+1,ldots,zeta^k+n-1)
+frac12(zeta^-k,zeta^-k-1,ldots,zeta^-k-n+1)\
&=fraczeta^k2(1,zeta,ldots,zeta^n-1)
+fraczeta^-k2(1,zeta^-1,ldots,zeta^-n+1).
endalign

Each row is a linear combination of the two vectors
$(1,zeta,ldots,zeta^n-1)$ and $(1,zeta^-1,ldots,zeta^-n+1)$
so the matrix has rank $le2$.






share|cite|improve this answer









$endgroup$












  • $begingroup$
    +1 I like this answer too. Unfortunately I can accept only one.
    $endgroup$
    – P Vanchinathan
    2 mins ago















2












$begingroup$

A typical cyclic shift is
$$(c_k,c_k+1,ldots,c_k+n-1)$$
noting that $c_n=c_0$, $c_n+1=c_1$ etc.
This is the real part of the complex vector
$$(zeta^k,zeta^k+1,ldots,zeta^k+n-1)$$
where $zeta=exp(2pi i/n)$. Thus
beginalign
(c_k,c_k+1,ldots,c_k+n-1)
&=frac12(zeta^k,zeta^k+1,ldots,zeta^k+n-1)
+frac12(zeta^-k,zeta^-k-1,ldots,zeta^-k-n+1)\
&=fraczeta^k2(1,zeta,ldots,zeta^n-1)
+fraczeta^-k2(1,zeta^-1,ldots,zeta^-n+1).
endalign

Each row is a linear combination of the two vectors
$(1,zeta,ldots,zeta^n-1)$ and $(1,zeta^-1,ldots,zeta^-n+1)$
so the matrix has rank $le2$.






share|cite|improve this answer









$endgroup$












  • $begingroup$
    +1 I like this answer too. Unfortunately I can accept only one.
    $endgroup$
    – P Vanchinathan
    2 mins ago













2












2








2





$begingroup$

A typical cyclic shift is
$$(c_k,c_k+1,ldots,c_k+n-1)$$
noting that $c_n=c_0$, $c_n+1=c_1$ etc.
This is the real part of the complex vector
$$(zeta^k,zeta^k+1,ldots,zeta^k+n-1)$$
where $zeta=exp(2pi i/n)$. Thus
beginalign
(c_k,c_k+1,ldots,c_k+n-1)
&=frac12(zeta^k,zeta^k+1,ldots,zeta^k+n-1)
+frac12(zeta^-k,zeta^-k-1,ldots,zeta^-k-n+1)\
&=fraczeta^k2(1,zeta,ldots,zeta^n-1)
+fraczeta^-k2(1,zeta^-1,ldots,zeta^-n+1).
endalign

Each row is a linear combination of the two vectors
$(1,zeta,ldots,zeta^n-1)$ and $(1,zeta^-1,ldots,zeta^-n+1)$
so the matrix has rank $le2$.






share|cite|improve this answer









$endgroup$



A typical cyclic shift is
$$(c_k,c_k+1,ldots,c_k+n-1)$$
noting that $c_n=c_0$, $c_n+1=c_1$ etc.
This is the real part of the complex vector
$$(zeta^k,zeta^k+1,ldots,zeta^k+n-1)$$
where $zeta=exp(2pi i/n)$. Thus
beginalign
(c_k,c_k+1,ldots,c_k+n-1)
&=frac12(zeta^k,zeta^k+1,ldots,zeta^k+n-1)
+frac12(zeta^-k,zeta^-k-1,ldots,zeta^-k-n+1)\
&=fraczeta^k2(1,zeta,ldots,zeta^n-1)
+fraczeta^-k2(1,zeta^-1,ldots,zeta^-n+1).
endalign

Each row is a linear combination of the two vectors
$(1,zeta,ldots,zeta^n-1)$ and $(1,zeta^-1,ldots,zeta^-n+1)$
so the matrix has rank $le2$.







share|cite|improve this answer












share|cite|improve this answer



share|cite|improve this answer










answered 2 hours ago









Lord Shark the UnknownLord Shark the Unknown

110k1163137




110k1163137











  • $begingroup$
    +1 I like this answer too. Unfortunately I can accept only one.
    $endgroup$
    – P Vanchinathan
    2 mins ago
















  • $begingroup$
    +1 I like this answer too. Unfortunately I can accept only one.
    $endgroup$
    – P Vanchinathan
    2 mins ago















$begingroup$
+1 I like this answer too. Unfortunately I can accept only one.
$endgroup$
– P Vanchinathan
2 mins ago




$begingroup$
+1 I like this answer too. Unfortunately I can accept only one.
$endgroup$
– P Vanchinathan
2 mins ago

















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