Prove that these sets of polynomials have real and distinct roots.












1












$begingroup$


Can anyone tell me if the following set of polynomials have a special name?
$$P_{0}(x)=1,P_{1}(x)=x$$
$$P_{n}(x)=xP_{n-1}-P_{n-2}$$
The above gives:
$$P_{2}(x)=x^2-1;P_{3}(x)=x^3-2x;P_{4}(x)=x^4-3x^2+1;P_{5}(x)=x^5-4x^3+3x$$
So $P_{n}(x)$ has parity $(-1)^n$. I was trying to find out whether they are orthogonal, but couldn't find a suitable weight function. My main concern is to prove that $P_{n}(x)$ has n distinct real roots, all larger than or equal to -2.










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$endgroup$












  • $begingroup$
    Alll roots cannot be less than -2. In fact for all your examples ($n=1..5)$ all roots are larger than $-2$.
    $endgroup$
    – user
    Dec 21 '18 at 12:31










  • $begingroup$
    Yeah, sorry. I meant I needed them to be larger than -2.
    $endgroup$
    – Mani Jha
    Dec 21 '18 at 12:33










  • $begingroup$
    In fact you can claim that all roots are larger than $-2$ and less than $2$.
    $endgroup$
    – user
    Dec 21 '18 at 12:54










  • $begingroup$
    For general n? How exactly?
    $endgroup$
    – Mani Jha
    Dec 21 '18 at 13:02










  • $begingroup$
    Generally the roots of the polynomial $P_n(x)$ are $2cosfrac{k}{n+1}pi$, with $k=1..n$. From this it is evident that they all are real, distinct and satisfy aforementioned inequality.
    $endgroup$
    – user
    Dec 21 '18 at 13:19


















1












$begingroup$


Can anyone tell me if the following set of polynomials have a special name?
$$P_{0}(x)=1,P_{1}(x)=x$$
$$P_{n}(x)=xP_{n-1}-P_{n-2}$$
The above gives:
$$P_{2}(x)=x^2-1;P_{3}(x)=x^3-2x;P_{4}(x)=x^4-3x^2+1;P_{5}(x)=x^5-4x^3+3x$$
So $P_{n}(x)$ has parity $(-1)^n$. I was trying to find out whether they are orthogonal, but couldn't find a suitable weight function. My main concern is to prove that $P_{n}(x)$ has n distinct real roots, all larger than or equal to -2.










share|cite|improve this question











$endgroup$












  • $begingroup$
    Alll roots cannot be less than -2. In fact for all your examples ($n=1..5)$ all roots are larger than $-2$.
    $endgroup$
    – user
    Dec 21 '18 at 12:31










  • $begingroup$
    Yeah, sorry. I meant I needed them to be larger than -2.
    $endgroup$
    – Mani Jha
    Dec 21 '18 at 12:33










  • $begingroup$
    In fact you can claim that all roots are larger than $-2$ and less than $2$.
    $endgroup$
    – user
    Dec 21 '18 at 12:54










  • $begingroup$
    For general n? How exactly?
    $endgroup$
    – Mani Jha
    Dec 21 '18 at 13:02










  • $begingroup$
    Generally the roots of the polynomial $P_n(x)$ are $2cosfrac{k}{n+1}pi$, with $k=1..n$. From this it is evident that they all are real, distinct and satisfy aforementioned inequality.
    $endgroup$
    – user
    Dec 21 '18 at 13:19
















1












1








1


1



$begingroup$


Can anyone tell me if the following set of polynomials have a special name?
$$P_{0}(x)=1,P_{1}(x)=x$$
$$P_{n}(x)=xP_{n-1}-P_{n-2}$$
The above gives:
$$P_{2}(x)=x^2-1;P_{3}(x)=x^3-2x;P_{4}(x)=x^4-3x^2+1;P_{5}(x)=x^5-4x^3+3x$$
So $P_{n}(x)$ has parity $(-1)^n$. I was trying to find out whether they are orthogonal, but couldn't find a suitable weight function. My main concern is to prove that $P_{n}(x)$ has n distinct real roots, all larger than or equal to -2.










share|cite|improve this question











$endgroup$




Can anyone tell me if the following set of polynomials have a special name?
$$P_{0}(x)=1,P_{1}(x)=x$$
$$P_{n}(x)=xP_{n-1}-P_{n-2}$$
The above gives:
$$P_{2}(x)=x^2-1;P_{3}(x)=x^3-2x;P_{4}(x)=x^4-3x^2+1;P_{5}(x)=x^5-4x^3+3x$$
So $P_{n}(x)$ has parity $(-1)^n$. I was trying to find out whether they are orthogonal, but couldn't find a suitable weight function. My main concern is to prove that $P_{n}(x)$ has n distinct real roots, all larger than or equal to -2.







polynomials roots orthogonal-polynomials






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share|cite|improve this question













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edited Dec 21 '18 at 19:26









user

6,48511031




6,48511031










asked Dec 21 '18 at 12:24









Mani JhaMani Jha

94




94












  • $begingroup$
    Alll roots cannot be less than -2. In fact for all your examples ($n=1..5)$ all roots are larger than $-2$.
    $endgroup$
    – user
    Dec 21 '18 at 12:31










  • $begingroup$
    Yeah, sorry. I meant I needed them to be larger than -2.
    $endgroup$
    – Mani Jha
    Dec 21 '18 at 12:33










  • $begingroup$
    In fact you can claim that all roots are larger than $-2$ and less than $2$.
    $endgroup$
    – user
    Dec 21 '18 at 12:54










  • $begingroup$
    For general n? How exactly?
    $endgroup$
    – Mani Jha
    Dec 21 '18 at 13:02










  • $begingroup$
    Generally the roots of the polynomial $P_n(x)$ are $2cosfrac{k}{n+1}pi$, with $k=1..n$. From this it is evident that they all are real, distinct and satisfy aforementioned inequality.
    $endgroup$
    – user
    Dec 21 '18 at 13:19




















  • $begingroup$
    Alll roots cannot be less than -2. In fact for all your examples ($n=1..5)$ all roots are larger than $-2$.
    $endgroup$
    – user
    Dec 21 '18 at 12:31










  • $begingroup$
    Yeah, sorry. I meant I needed them to be larger than -2.
    $endgroup$
    – Mani Jha
    Dec 21 '18 at 12:33










  • $begingroup$
    In fact you can claim that all roots are larger than $-2$ and less than $2$.
    $endgroup$
    – user
    Dec 21 '18 at 12:54










  • $begingroup$
    For general n? How exactly?
    $endgroup$
    – Mani Jha
    Dec 21 '18 at 13:02










  • $begingroup$
    Generally the roots of the polynomial $P_n(x)$ are $2cosfrac{k}{n+1}pi$, with $k=1..n$. From this it is evident that they all are real, distinct and satisfy aforementioned inequality.
    $endgroup$
    – user
    Dec 21 '18 at 13:19


















$begingroup$
Alll roots cannot be less than -2. In fact for all your examples ($n=1..5)$ all roots are larger than $-2$.
$endgroup$
– user
Dec 21 '18 at 12:31




$begingroup$
Alll roots cannot be less than -2. In fact for all your examples ($n=1..5)$ all roots are larger than $-2$.
$endgroup$
– user
Dec 21 '18 at 12:31












$begingroup$
Yeah, sorry. I meant I needed them to be larger than -2.
$endgroup$
– Mani Jha
Dec 21 '18 at 12:33




$begingroup$
Yeah, sorry. I meant I needed them to be larger than -2.
$endgroup$
– Mani Jha
Dec 21 '18 at 12:33












$begingroup$
In fact you can claim that all roots are larger than $-2$ and less than $2$.
$endgroup$
– user
Dec 21 '18 at 12:54




$begingroup$
In fact you can claim that all roots are larger than $-2$ and less than $2$.
$endgroup$
– user
Dec 21 '18 at 12:54












$begingroup$
For general n? How exactly?
$endgroup$
– Mani Jha
Dec 21 '18 at 13:02




$begingroup$
For general n? How exactly?
$endgroup$
– Mani Jha
Dec 21 '18 at 13:02












$begingroup$
Generally the roots of the polynomial $P_n(x)$ are $2cosfrac{k}{n+1}pi$, with $k=1..n$. From this it is evident that they all are real, distinct and satisfy aforementioned inequality.
$endgroup$
– user
Dec 21 '18 at 13:19






$begingroup$
Generally the roots of the polynomial $P_n(x)$ are $2cosfrac{k}{n+1}pi$, with $k=1..n$. From this it is evident that they all are real, distinct and satisfy aforementioned inequality.
$endgroup$
– user
Dec 21 '18 at 13:19












2 Answers
2






active

oldest

votes


















0












$begingroup$

Your polynomials are indeed a special case of classical orthogonal polynomials.
According to Abramowitz/Stegun 22.7.6 you have
$$P_n(x) = S_n(x)= U_ nleft(frac{x}{2}right)$$
where $U_n(x)$ is the well-known Chebyshev polynomial of the second kind.



The weight function for the interval $(-2,2)$ is
$$w(x)=left(1-frac{x^2}{4}right)^{1/2}$$



And of course this means that the root are simple, distinct and located in the interval $(-2,2).$ For a proof see e.g. my answer
Proof the Legendre polynomial $P_n$ has $n$ distinct real zeros .





The orthogonality of $P_n$ follows from the correspending property of $U_n$ and $sin$ , see e.g. https://www.sciencedirect.com/science/article/pii/0377042793901485:



With $x=costheta$ and $sin theta = (1-x^2)^{1/2}$ you have
$$U_n(cos theta) = frac{sinbig((n{+}1)thetabig)}{sintheta}$$
so $$(1-x^2)^{1/2}U_n(x) = sinbig((n{+}1)thetabig)$$



(Although I did not see any fully formulated proof yet, maybe a direct proof from the recursion can be modelled after https://planetmath.org/orthogonalityofchebyshevpolynomialsfromrecursion)






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$endgroup$













  • $begingroup$
    Is there a simple proof that $P_n(x)$ defined by the given recurrence relation are orthogonal on $(-2,2)$ with the weight function $w(x)$?
    $endgroup$
    – user
    Dec 21 '18 at 15:35





















0












$begingroup$

In what follows the explicit expression for the roots of the polynomials $P_n(x)$ will be derived. The statement "the roots are all distinct, real and less than 2 by absolute value" follows immideately.





Consider a family of $ntimes n$ bidiagonal matrices:
$$begin{align}
A^{(n)}_{ij}=&delta_{i-j,1}+delta_{j-i,1},
end{align}tag{1}$$

given below for $n=5$ as example:
$$
A^{(5)}=begin{pmatrix}
0&1&0&0&0\
1&0&1&0&0\
0&1&0&1&0\
0&0&1&0&1\
0&0&0&1&0
end{pmatrix}.
$$



Lemma 1. The eigenvalues of the matrix (1) are:
$$
begin{align} lambda_m=2cosfrac{pi m}{n+1},&
text{with associated eigenvectors } u_{mk}=sinfrac{pi m}{n+1}k,
end{align}tag{2}
$$

where $m$ and $k$ run from 1 to $n$.



Though it would suffice for the proof to let the matrix $A$ act on the given vectors, we present below an extended "constructive" version.



Assume the elements of an eigenvector $u$ have the form:
$$
u_k=e^{alpha k}+ae^{-alpha k},tag{3}
$$

with some parameters $a$ and $alpha$, which are to be found.



Obviously for all $k=2dots(n-1)$
$$
(Au)_k=left(e^{alpha k}+ae^{-alpha k}right)left(e^alpha+e^{-alpha}right)
=left(e^alpha+e^{-alpha}right)u_k.tag{4}$$



Thus it remains only to find such $a$ and $alpha$ that the equation (4) is satisfied for $k=1$ and $k=n$ as well.



For $k=1$:
$$
e^{alpha 2}+ae^{-alpha 2}=left(e^alpha+e^{-alpha}right)left(e^alpha+a e^{-alpha}right)
Leftrightarrow
1+a=0.tag{5}
$$



For $k=n$:
$$
e^{alpha (n-1)}+ae^{-alpha(n-1)}=left(e^alpha+e^{-alpha}right)left(e^{alpha n}+a e^{-alpha n}right)
Leftrightarrow e^{alpha (n+1)}+ae^{-alpha(n+1)}=0.tag{6}
$$



It follows: $a=-1$, $alpha=frac{pi m}{n+1}i$, where $m$ is an integer number. Plugging the values into (3) and (4) one obtains (2).



As all $n$ eigenvalues are distinct, Lemma 1 is proved.



Lemma 2. The characteristic polynomials of negated matrix (1):
$$
Q_n(x)equivleft|A^{(n)}+x I^{(n)}right|,
$$

where $I^{(n)}$ is $ntimes n$ dimensional identity matrix, are the polynomials in question:
$$Q_n(x)=P_n(x)tag{7}.$$



For $n=1$ and $n=2$ the equality (7) is obvious. Assume that (7) is valid for all $n<N$. Then it is valid for $n=N$ as well.



Indeed, applying the Laplace expansion to matrix $A^{(N)}$ (with $N>2$) one readily obtains:
$$
Q_N(x)=x Q_{N-1}(x)-Q_{N-2}(x)stackrel{I.H.}{=}x P_{N-1}(x)-P_{N-2}(x)=P_N(x).tag{8}
$$



Thus, by induction Lemma 2 is proved.



Now, as the eigenvalues of a matrix are exactly the roots of its characteristic polynomial,



Lemma 3. The roots of $P_n(lambda)$ are:
$$
lambda^{(n)}_m=2cosfrac{pi m}{n+1}, quad m=1dots n
$$

is a simple Corollary of Lemmas 1 and 2.






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    2 Answers
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    2 Answers
    2






    active

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    active

    oldest

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    active

    oldest

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    0












    $begingroup$

    Your polynomials are indeed a special case of classical orthogonal polynomials.
    According to Abramowitz/Stegun 22.7.6 you have
    $$P_n(x) = S_n(x)= U_ nleft(frac{x}{2}right)$$
    where $U_n(x)$ is the well-known Chebyshev polynomial of the second kind.



    The weight function for the interval $(-2,2)$ is
    $$w(x)=left(1-frac{x^2}{4}right)^{1/2}$$



    And of course this means that the root are simple, distinct and located in the interval $(-2,2).$ For a proof see e.g. my answer
    Proof the Legendre polynomial $P_n$ has $n$ distinct real zeros .





    The orthogonality of $P_n$ follows from the correspending property of $U_n$ and $sin$ , see e.g. https://www.sciencedirect.com/science/article/pii/0377042793901485:



    With $x=costheta$ and $sin theta = (1-x^2)^{1/2}$ you have
    $$U_n(cos theta) = frac{sinbig((n{+}1)thetabig)}{sintheta}$$
    so $$(1-x^2)^{1/2}U_n(x) = sinbig((n{+}1)thetabig)$$



    (Although I did not see any fully formulated proof yet, maybe a direct proof from the recursion can be modelled after https://planetmath.org/orthogonalityofchebyshevpolynomialsfromrecursion)






    share|cite|improve this answer











    $endgroup$













    • $begingroup$
      Is there a simple proof that $P_n(x)$ defined by the given recurrence relation are orthogonal on $(-2,2)$ with the weight function $w(x)$?
      $endgroup$
      – user
      Dec 21 '18 at 15:35


















    0












    $begingroup$

    Your polynomials are indeed a special case of classical orthogonal polynomials.
    According to Abramowitz/Stegun 22.7.6 you have
    $$P_n(x) = S_n(x)= U_ nleft(frac{x}{2}right)$$
    where $U_n(x)$ is the well-known Chebyshev polynomial of the second kind.



    The weight function for the interval $(-2,2)$ is
    $$w(x)=left(1-frac{x^2}{4}right)^{1/2}$$



    And of course this means that the root are simple, distinct and located in the interval $(-2,2).$ For a proof see e.g. my answer
    Proof the Legendre polynomial $P_n$ has $n$ distinct real zeros .





    The orthogonality of $P_n$ follows from the correspending property of $U_n$ and $sin$ , see e.g. https://www.sciencedirect.com/science/article/pii/0377042793901485:



    With $x=costheta$ and $sin theta = (1-x^2)^{1/2}$ you have
    $$U_n(cos theta) = frac{sinbig((n{+}1)thetabig)}{sintheta}$$
    so $$(1-x^2)^{1/2}U_n(x) = sinbig((n{+}1)thetabig)$$



    (Although I did not see any fully formulated proof yet, maybe a direct proof from the recursion can be modelled after https://planetmath.org/orthogonalityofchebyshevpolynomialsfromrecursion)






    share|cite|improve this answer











    $endgroup$













    • $begingroup$
      Is there a simple proof that $P_n(x)$ defined by the given recurrence relation are orthogonal on $(-2,2)$ with the weight function $w(x)$?
      $endgroup$
      – user
      Dec 21 '18 at 15:35
















    0












    0








    0





    $begingroup$

    Your polynomials are indeed a special case of classical orthogonal polynomials.
    According to Abramowitz/Stegun 22.7.6 you have
    $$P_n(x) = S_n(x)= U_ nleft(frac{x}{2}right)$$
    where $U_n(x)$ is the well-known Chebyshev polynomial of the second kind.



    The weight function for the interval $(-2,2)$ is
    $$w(x)=left(1-frac{x^2}{4}right)^{1/2}$$



    And of course this means that the root are simple, distinct and located in the interval $(-2,2).$ For a proof see e.g. my answer
    Proof the Legendre polynomial $P_n$ has $n$ distinct real zeros .





    The orthogonality of $P_n$ follows from the correspending property of $U_n$ and $sin$ , see e.g. https://www.sciencedirect.com/science/article/pii/0377042793901485:



    With $x=costheta$ and $sin theta = (1-x^2)^{1/2}$ you have
    $$U_n(cos theta) = frac{sinbig((n{+}1)thetabig)}{sintheta}$$
    so $$(1-x^2)^{1/2}U_n(x) = sinbig((n{+}1)thetabig)$$



    (Although I did not see any fully formulated proof yet, maybe a direct proof from the recursion can be modelled after https://planetmath.org/orthogonalityofchebyshevpolynomialsfromrecursion)






    share|cite|improve this answer











    $endgroup$



    Your polynomials are indeed a special case of classical orthogonal polynomials.
    According to Abramowitz/Stegun 22.7.6 you have
    $$P_n(x) = S_n(x)= U_ nleft(frac{x}{2}right)$$
    where $U_n(x)$ is the well-known Chebyshev polynomial of the second kind.



    The weight function for the interval $(-2,2)$ is
    $$w(x)=left(1-frac{x^2}{4}right)^{1/2}$$



    And of course this means that the root are simple, distinct and located in the interval $(-2,2).$ For a proof see e.g. my answer
    Proof the Legendre polynomial $P_n$ has $n$ distinct real zeros .





    The orthogonality of $P_n$ follows from the correspending property of $U_n$ and $sin$ , see e.g. https://www.sciencedirect.com/science/article/pii/0377042793901485:



    With $x=costheta$ and $sin theta = (1-x^2)^{1/2}$ you have
    $$U_n(cos theta) = frac{sinbig((n{+}1)thetabig)}{sintheta}$$
    so $$(1-x^2)^{1/2}U_n(x) = sinbig((n{+}1)thetabig)$$



    (Although I did not see any fully formulated proof yet, maybe a direct proof from the recursion can be modelled after https://planetmath.org/orthogonalityofchebyshevpolynomialsfromrecursion)







    share|cite|improve this answer














    share|cite|improve this answer



    share|cite|improve this answer








    edited Dec 21 '18 at 16:39

























    answered Dec 21 '18 at 13:50









    gammatestergammatester

    16.8k21733




    16.8k21733












    • $begingroup$
      Is there a simple proof that $P_n(x)$ defined by the given recurrence relation are orthogonal on $(-2,2)$ with the weight function $w(x)$?
      $endgroup$
      – user
      Dec 21 '18 at 15:35




















    • $begingroup$
      Is there a simple proof that $P_n(x)$ defined by the given recurrence relation are orthogonal on $(-2,2)$ with the weight function $w(x)$?
      $endgroup$
      – user
      Dec 21 '18 at 15:35


















    $begingroup$
    Is there a simple proof that $P_n(x)$ defined by the given recurrence relation are orthogonal on $(-2,2)$ with the weight function $w(x)$?
    $endgroup$
    – user
    Dec 21 '18 at 15:35






    $begingroup$
    Is there a simple proof that $P_n(x)$ defined by the given recurrence relation are orthogonal on $(-2,2)$ with the weight function $w(x)$?
    $endgroup$
    – user
    Dec 21 '18 at 15:35













    0












    $begingroup$

    In what follows the explicit expression for the roots of the polynomials $P_n(x)$ will be derived. The statement "the roots are all distinct, real and less than 2 by absolute value" follows immideately.





    Consider a family of $ntimes n$ bidiagonal matrices:
    $$begin{align}
    A^{(n)}_{ij}=&delta_{i-j,1}+delta_{j-i,1},
    end{align}tag{1}$$

    given below for $n=5$ as example:
    $$
    A^{(5)}=begin{pmatrix}
    0&1&0&0&0\
    1&0&1&0&0\
    0&1&0&1&0\
    0&0&1&0&1\
    0&0&0&1&0
    end{pmatrix}.
    $$



    Lemma 1. The eigenvalues of the matrix (1) are:
    $$
    begin{align} lambda_m=2cosfrac{pi m}{n+1},&
    text{with associated eigenvectors } u_{mk}=sinfrac{pi m}{n+1}k,
    end{align}tag{2}
    $$

    where $m$ and $k$ run from 1 to $n$.



    Though it would suffice for the proof to let the matrix $A$ act on the given vectors, we present below an extended "constructive" version.



    Assume the elements of an eigenvector $u$ have the form:
    $$
    u_k=e^{alpha k}+ae^{-alpha k},tag{3}
    $$

    with some parameters $a$ and $alpha$, which are to be found.



    Obviously for all $k=2dots(n-1)$
    $$
    (Au)_k=left(e^{alpha k}+ae^{-alpha k}right)left(e^alpha+e^{-alpha}right)
    =left(e^alpha+e^{-alpha}right)u_k.tag{4}$$



    Thus it remains only to find such $a$ and $alpha$ that the equation (4) is satisfied for $k=1$ and $k=n$ as well.



    For $k=1$:
    $$
    e^{alpha 2}+ae^{-alpha 2}=left(e^alpha+e^{-alpha}right)left(e^alpha+a e^{-alpha}right)
    Leftrightarrow
    1+a=0.tag{5}
    $$



    For $k=n$:
    $$
    e^{alpha (n-1)}+ae^{-alpha(n-1)}=left(e^alpha+e^{-alpha}right)left(e^{alpha n}+a e^{-alpha n}right)
    Leftrightarrow e^{alpha (n+1)}+ae^{-alpha(n+1)}=0.tag{6}
    $$



    It follows: $a=-1$, $alpha=frac{pi m}{n+1}i$, where $m$ is an integer number. Plugging the values into (3) and (4) one obtains (2).



    As all $n$ eigenvalues are distinct, Lemma 1 is proved.



    Lemma 2. The characteristic polynomials of negated matrix (1):
    $$
    Q_n(x)equivleft|A^{(n)}+x I^{(n)}right|,
    $$

    where $I^{(n)}$ is $ntimes n$ dimensional identity matrix, are the polynomials in question:
    $$Q_n(x)=P_n(x)tag{7}.$$



    For $n=1$ and $n=2$ the equality (7) is obvious. Assume that (7) is valid for all $n<N$. Then it is valid for $n=N$ as well.



    Indeed, applying the Laplace expansion to matrix $A^{(N)}$ (with $N>2$) one readily obtains:
    $$
    Q_N(x)=x Q_{N-1}(x)-Q_{N-2}(x)stackrel{I.H.}{=}x P_{N-1}(x)-P_{N-2}(x)=P_N(x).tag{8}
    $$



    Thus, by induction Lemma 2 is proved.



    Now, as the eigenvalues of a matrix are exactly the roots of its characteristic polynomial,



    Lemma 3. The roots of $P_n(lambda)$ are:
    $$
    lambda^{(n)}_m=2cosfrac{pi m}{n+1}, quad m=1dots n
    $$

    is a simple Corollary of Lemmas 1 and 2.






    share|cite|improve this answer











    $endgroup$


















      0












      $begingroup$

      In what follows the explicit expression for the roots of the polynomials $P_n(x)$ will be derived. The statement "the roots are all distinct, real and less than 2 by absolute value" follows immideately.





      Consider a family of $ntimes n$ bidiagonal matrices:
      $$begin{align}
      A^{(n)}_{ij}=&delta_{i-j,1}+delta_{j-i,1},
      end{align}tag{1}$$

      given below for $n=5$ as example:
      $$
      A^{(5)}=begin{pmatrix}
      0&1&0&0&0\
      1&0&1&0&0\
      0&1&0&1&0\
      0&0&1&0&1\
      0&0&0&1&0
      end{pmatrix}.
      $$



      Lemma 1. The eigenvalues of the matrix (1) are:
      $$
      begin{align} lambda_m=2cosfrac{pi m}{n+1},&
      text{with associated eigenvectors } u_{mk}=sinfrac{pi m}{n+1}k,
      end{align}tag{2}
      $$

      where $m$ and $k$ run from 1 to $n$.



      Though it would suffice for the proof to let the matrix $A$ act on the given vectors, we present below an extended "constructive" version.



      Assume the elements of an eigenvector $u$ have the form:
      $$
      u_k=e^{alpha k}+ae^{-alpha k},tag{3}
      $$

      with some parameters $a$ and $alpha$, which are to be found.



      Obviously for all $k=2dots(n-1)$
      $$
      (Au)_k=left(e^{alpha k}+ae^{-alpha k}right)left(e^alpha+e^{-alpha}right)
      =left(e^alpha+e^{-alpha}right)u_k.tag{4}$$



      Thus it remains only to find such $a$ and $alpha$ that the equation (4) is satisfied for $k=1$ and $k=n$ as well.



      For $k=1$:
      $$
      e^{alpha 2}+ae^{-alpha 2}=left(e^alpha+e^{-alpha}right)left(e^alpha+a e^{-alpha}right)
      Leftrightarrow
      1+a=0.tag{5}
      $$



      For $k=n$:
      $$
      e^{alpha (n-1)}+ae^{-alpha(n-1)}=left(e^alpha+e^{-alpha}right)left(e^{alpha n}+a e^{-alpha n}right)
      Leftrightarrow e^{alpha (n+1)}+ae^{-alpha(n+1)}=0.tag{6}
      $$



      It follows: $a=-1$, $alpha=frac{pi m}{n+1}i$, where $m$ is an integer number. Plugging the values into (3) and (4) one obtains (2).



      As all $n$ eigenvalues are distinct, Lemma 1 is proved.



      Lemma 2. The characteristic polynomials of negated matrix (1):
      $$
      Q_n(x)equivleft|A^{(n)}+x I^{(n)}right|,
      $$

      where $I^{(n)}$ is $ntimes n$ dimensional identity matrix, are the polynomials in question:
      $$Q_n(x)=P_n(x)tag{7}.$$



      For $n=1$ and $n=2$ the equality (7) is obvious. Assume that (7) is valid for all $n<N$. Then it is valid for $n=N$ as well.



      Indeed, applying the Laplace expansion to matrix $A^{(N)}$ (with $N>2$) one readily obtains:
      $$
      Q_N(x)=x Q_{N-1}(x)-Q_{N-2}(x)stackrel{I.H.}{=}x P_{N-1}(x)-P_{N-2}(x)=P_N(x).tag{8}
      $$



      Thus, by induction Lemma 2 is proved.



      Now, as the eigenvalues of a matrix are exactly the roots of its characteristic polynomial,



      Lemma 3. The roots of $P_n(lambda)$ are:
      $$
      lambda^{(n)}_m=2cosfrac{pi m}{n+1}, quad m=1dots n
      $$

      is a simple Corollary of Lemmas 1 and 2.






      share|cite|improve this answer











      $endgroup$
















        0












        0








        0





        $begingroup$

        In what follows the explicit expression for the roots of the polynomials $P_n(x)$ will be derived. The statement "the roots are all distinct, real and less than 2 by absolute value" follows immideately.





        Consider a family of $ntimes n$ bidiagonal matrices:
        $$begin{align}
        A^{(n)}_{ij}=&delta_{i-j,1}+delta_{j-i,1},
        end{align}tag{1}$$

        given below for $n=5$ as example:
        $$
        A^{(5)}=begin{pmatrix}
        0&1&0&0&0\
        1&0&1&0&0\
        0&1&0&1&0\
        0&0&1&0&1\
        0&0&0&1&0
        end{pmatrix}.
        $$



        Lemma 1. The eigenvalues of the matrix (1) are:
        $$
        begin{align} lambda_m=2cosfrac{pi m}{n+1},&
        text{with associated eigenvectors } u_{mk}=sinfrac{pi m}{n+1}k,
        end{align}tag{2}
        $$

        where $m$ and $k$ run from 1 to $n$.



        Though it would suffice for the proof to let the matrix $A$ act on the given vectors, we present below an extended "constructive" version.



        Assume the elements of an eigenvector $u$ have the form:
        $$
        u_k=e^{alpha k}+ae^{-alpha k},tag{3}
        $$

        with some parameters $a$ and $alpha$, which are to be found.



        Obviously for all $k=2dots(n-1)$
        $$
        (Au)_k=left(e^{alpha k}+ae^{-alpha k}right)left(e^alpha+e^{-alpha}right)
        =left(e^alpha+e^{-alpha}right)u_k.tag{4}$$



        Thus it remains only to find such $a$ and $alpha$ that the equation (4) is satisfied for $k=1$ and $k=n$ as well.



        For $k=1$:
        $$
        e^{alpha 2}+ae^{-alpha 2}=left(e^alpha+e^{-alpha}right)left(e^alpha+a e^{-alpha}right)
        Leftrightarrow
        1+a=0.tag{5}
        $$



        For $k=n$:
        $$
        e^{alpha (n-1)}+ae^{-alpha(n-1)}=left(e^alpha+e^{-alpha}right)left(e^{alpha n}+a e^{-alpha n}right)
        Leftrightarrow e^{alpha (n+1)}+ae^{-alpha(n+1)}=0.tag{6}
        $$



        It follows: $a=-1$, $alpha=frac{pi m}{n+1}i$, where $m$ is an integer number. Plugging the values into (3) and (4) one obtains (2).



        As all $n$ eigenvalues are distinct, Lemma 1 is proved.



        Lemma 2. The characteristic polynomials of negated matrix (1):
        $$
        Q_n(x)equivleft|A^{(n)}+x I^{(n)}right|,
        $$

        where $I^{(n)}$ is $ntimes n$ dimensional identity matrix, are the polynomials in question:
        $$Q_n(x)=P_n(x)tag{7}.$$



        For $n=1$ and $n=2$ the equality (7) is obvious. Assume that (7) is valid for all $n<N$. Then it is valid for $n=N$ as well.



        Indeed, applying the Laplace expansion to matrix $A^{(N)}$ (with $N>2$) one readily obtains:
        $$
        Q_N(x)=x Q_{N-1}(x)-Q_{N-2}(x)stackrel{I.H.}{=}x P_{N-1}(x)-P_{N-2}(x)=P_N(x).tag{8}
        $$



        Thus, by induction Lemma 2 is proved.



        Now, as the eigenvalues of a matrix are exactly the roots of its characteristic polynomial,



        Lemma 3. The roots of $P_n(lambda)$ are:
        $$
        lambda^{(n)}_m=2cosfrac{pi m}{n+1}, quad m=1dots n
        $$

        is a simple Corollary of Lemmas 1 and 2.






        share|cite|improve this answer











        $endgroup$



        In what follows the explicit expression for the roots of the polynomials $P_n(x)$ will be derived. The statement "the roots are all distinct, real and less than 2 by absolute value" follows immideately.





        Consider a family of $ntimes n$ bidiagonal matrices:
        $$begin{align}
        A^{(n)}_{ij}=&delta_{i-j,1}+delta_{j-i,1},
        end{align}tag{1}$$

        given below for $n=5$ as example:
        $$
        A^{(5)}=begin{pmatrix}
        0&1&0&0&0\
        1&0&1&0&0\
        0&1&0&1&0\
        0&0&1&0&1\
        0&0&0&1&0
        end{pmatrix}.
        $$



        Lemma 1. The eigenvalues of the matrix (1) are:
        $$
        begin{align} lambda_m=2cosfrac{pi m}{n+1},&
        text{with associated eigenvectors } u_{mk}=sinfrac{pi m}{n+1}k,
        end{align}tag{2}
        $$

        where $m$ and $k$ run from 1 to $n$.



        Though it would suffice for the proof to let the matrix $A$ act on the given vectors, we present below an extended "constructive" version.



        Assume the elements of an eigenvector $u$ have the form:
        $$
        u_k=e^{alpha k}+ae^{-alpha k},tag{3}
        $$

        with some parameters $a$ and $alpha$, which are to be found.



        Obviously for all $k=2dots(n-1)$
        $$
        (Au)_k=left(e^{alpha k}+ae^{-alpha k}right)left(e^alpha+e^{-alpha}right)
        =left(e^alpha+e^{-alpha}right)u_k.tag{4}$$



        Thus it remains only to find such $a$ and $alpha$ that the equation (4) is satisfied for $k=1$ and $k=n$ as well.



        For $k=1$:
        $$
        e^{alpha 2}+ae^{-alpha 2}=left(e^alpha+e^{-alpha}right)left(e^alpha+a e^{-alpha}right)
        Leftrightarrow
        1+a=0.tag{5}
        $$



        For $k=n$:
        $$
        e^{alpha (n-1)}+ae^{-alpha(n-1)}=left(e^alpha+e^{-alpha}right)left(e^{alpha n}+a e^{-alpha n}right)
        Leftrightarrow e^{alpha (n+1)}+ae^{-alpha(n+1)}=0.tag{6}
        $$



        It follows: $a=-1$, $alpha=frac{pi m}{n+1}i$, where $m$ is an integer number. Plugging the values into (3) and (4) one obtains (2).



        As all $n$ eigenvalues are distinct, Lemma 1 is proved.



        Lemma 2. The characteristic polynomials of negated matrix (1):
        $$
        Q_n(x)equivleft|A^{(n)}+x I^{(n)}right|,
        $$

        where $I^{(n)}$ is $ntimes n$ dimensional identity matrix, are the polynomials in question:
        $$Q_n(x)=P_n(x)tag{7}.$$



        For $n=1$ and $n=2$ the equality (7) is obvious. Assume that (7) is valid for all $n<N$. Then it is valid for $n=N$ as well.



        Indeed, applying the Laplace expansion to matrix $A^{(N)}$ (with $N>2$) one readily obtains:
        $$
        Q_N(x)=x Q_{N-1}(x)-Q_{N-2}(x)stackrel{I.H.}{=}x P_{N-1}(x)-P_{N-2}(x)=P_N(x).tag{8}
        $$



        Thus, by induction Lemma 2 is proved.



        Now, as the eigenvalues of a matrix are exactly the roots of its characteristic polynomial,



        Lemma 3. The roots of $P_n(lambda)$ are:
        $$
        lambda^{(n)}_m=2cosfrac{pi m}{n+1}, quad m=1dots n
        $$

        is a simple Corollary of Lemmas 1 and 2.







        share|cite|improve this answer














        share|cite|improve this answer



        share|cite|improve this answer








        edited Dec 23 '18 at 11:18

























        answered Dec 21 '18 at 19:20









        useruser

        6,48511031




        6,48511031






























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