Chebyshev polynomial - induction problem

In summary, we are given the function Tn(x) = cos(narccosx) where x is a real number in the range [-1,1] and n is a positive integer. We are asked to find T1(x), show that T2(x) = 2x^2 - 1, and prove that Tn+1(x) + Tn-1(x) = 2xTn(x). Using these equations, we can prove by induction that Tn(x) is a polynomial of degree n.
  • #1
Ryuky
6
0

Homework Statement



Let Tn(x)=cos(narccosx) where x is real and belongs to [-1,1] and n E Z+
Find T1(x).
Show that T2(x)=2x^2 - 1.
Show that Tn+1 (x) + Tn-1 (x) = 2xTn(x)
Hence, prove by induction that Tn(x) is a polynomial of degree n.

The Attempt at a Solution



Since cosθ=x and arccosx=θ

we have: T1(x)=cos(arccosx)=cosθ=x.
T2(x)=cos(2arccosx)=cos2θ=cos^2 θ - sin^2 θ = 2cos^2 - 1 = 2x^2 - 1.

Tn+1 (x) + Tn-1(x) = cos((n+1)arccosx) + cos((n-1)arccosx) = 2cos(narccosx)cos(arccosx)=2Tn(x)*x.

As for the induction we have:

For n=1 T1(x)=x a polynomial of degree 1.
Assuming for n to be true, i.e.Tn(x)=cos(narccosx) is a polynomial of degree n, prove
T(n+1)(x)=cos((n+1)arccosx) is of degree n+1.

So, cos((n+1)arccosx)=cos(nθ + θ)=cosnθ*x - sinnθsinx ... Obviously this is not the way to approach the problem.

Anyway, I would prefer to hear tips from you rather than a complete solution.

Thanks in advance.
 
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  • #2
Ryuky said:

Homework Statement



Let Tn(x)=cos(narccosx) where x is real and belongs to [-1,1] and n E Z+
Find T1(x).
Show that T2(x)=2x^2 - 1.
Show that Tn+1 (x) + Tn-1 (x) = 2xTn(x)
Hence, prove by induction that Tn(x) is a polynomial of degree n.

The Attempt at a Solution



Since cosθ=x and arccosx=θ

we have: T1(x)=cos(arccosx)=cosθ=x.
T2(x)=cos(2arccosx)=cos2θ=cos^2 θ - sin^2 θ = 2cos^2 - 1 = 2x^2 - 1.

Tn+1 (x) + Tn-1(x) = cos((n+1)arccosx) + cos((n-1)arccosx) = 2cos(narccosx)cos(arccosx)=2Tn(x)*x.

As for the induction we have:

For n=1 T1(x)=x a polynomial of degree 1.
Assuming for n to be true, i.e.Tn(x)=cos(narccosx) is a polynomial of degree n, prove
T(n+1)(x)=cos((n+1)arccosx) is of degree n+1.

So, cos((n+1)arccosx)=cos(nθ + θ)=cosnθ*x - sinnθsinx ... Obviously this is not the way to approach the problem.

Anyway, I would prefer to hear tips from you rather than a complete solution.

Thanks in advance.

But you already have Tn+1 (x) + Tn-1 (x) = 2xTn(x) which expresses Tn+1 in terms of lower degree polynomials. Use that.
 
  • #3
Thanks for your response.

So we have Tn+1 (x) = 2xTn(x) + Tn-1(x). So, the only thing to prove is that Tn-1(x) will be of degree k<n+1 (2xTn(x) will be of degree 1 + n by the assumption). This seems obvious, but still, how could I possibly prove it?
 
  • #4
Ryuky said:
Thanks for your response.

So we have Tn+1 (x) = 2xTn(x) + Tn-1(x). So, the only thing to prove is that Tn-1(x) will be of degree k<n+1 (2xTn(x) will be of degree 1 + n by the assumption). This seems obvious, but still, how could I possibly prove it?

Your induction hypothesis is Tn is a polynomial of degree n. Demonstrated for n = 1 and 2 already. All you have to do is show for your induction step is that if Tn is a polynomial of degree n, then Tn+1 is a polynomial of degree n+1. It is very easy given what you have to work with.
 

1. What is a Chebyshev polynomial?

A Chebyshev polynomial is a type of mathematical function named after Russian mathematician Pafnuty Chebyshev. It is defined by the recurrence relation T_{n+1}(x) = 2xT_n(x) - T_{n-1}(x), where T_n(x) is the nth Chebyshev polynomial.

2. What is the induction problem in relation to Chebyshev polynomials?

The induction problem in relation to Chebyshev polynomials refers to the challenge of proving that a certain property or formula holds true for all values of n, starting from a base case and using the recursive relation mentioned above.

3. Why is the induction problem important in mathematics?

The induction problem is important in mathematics because it is a powerful proof technique that allows us to prove statements for an infinite number of cases. It is commonly used in various fields of mathematics, including number theory, algebra, and analysis.

4. What are some applications of Chebyshev polynomials?

Chebyshev polynomials have many applications in mathematics and science. They are commonly used in numerical analysis, approximation theory, and signal processing. They also play a role in solving differential equations and in the study of prime numbers.

5. What are the challenges in solving the Chebyshev polynomial - induction problem?

The main challenge in solving the Chebyshev polynomial - induction problem is finding a proof that works for all values of n. Sometimes, this requires creative thinking and finding alternative approaches. It is also important to carefully analyze the base case and the recursive relation, as any mistake in these can lead to an incorrect proof.

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