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orthogonality of Chebyshev polynomials from recursion
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(Proof)
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In this entry, we shall demonstrate the orthogonality relation of the Chebyshev polynomials from their recursion relation. Recall that this relation reads as $$ T_{n+1} (x) - 2 x T_n (x) + T_{n-1} = 0 $$ with initial conditions $T_0 (x) = 1$ and $T_1 (x) = x$ . The relation we seek to demonstrate is $$ \int_{-1}^{+1} dx \, {T_m (x) T_n (x) \over \sqrt {1 - x^2}} = 0 $$ when $m \neq n$ .
We start with the observation that $T_n$ is an even function when $n$ is even and an odd function when $n$ is odd. That this is true for $T_0$ and $T_1$ follows immediately from their definitions. When $n > 1$ , we may induce this from
the recursion. Suppose that $T_m (-x) = (-1)^m T_m (x)$ when $m < n$ . Then we have
From this observation, we may immediately conclude half of orthogonality. Suppose that $m$ and $n$ are nonnegative integers whose difference is odd. Then $T_m (-x) T_n (-x) = - T_m (x) T_n (x)$ , so we have $$ \int_{-1}^{+1} dx \, {T_m (x) T_n (x) \over \sqrt {1 - x^2}} = 0 $$ because the integrand is an odd function of $x$ .
To cover the remaining cases, we shall proceed by induction. Assume that $T_k$ is orthogonal to $T_m$ whenever $m \le n$ and $k \le n$ and $m \neq k$ . By the conclusions of last paragraph, we know that $T_{n+1}$ is orthogonal to $T_n$ . Assume then that $m \le n-1$ . Using the recursion, we have
By our assumption, each of the three integrals is zero, hence $T_{n+1}$ is orthogonal to $T_m$ , so we conclude that $T_k$ is orthogonal to $T_m$ when $m \le n+1$ and $k \le n+1$ and $m \neq k$ .
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"orthogonality of Chebyshev polynomials from recursion" is owned by rspuzio.
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Cross-references: integrals, conclusions, orthogonal, induction, cover, integrand, difference, integers, orthogonality, induce, definitions, odd, odd function, even, even function, initial conditions, relation, Chebyshev polynomials, orthogonality relation
This is version 3 of orthogonality of Chebyshev polynomials from recursion, born on 2009-05-05, modified 2009-05-06.
Object id is 11762, canonical name is OrthogonalityOfChebyshevPolynomialsFormRecursion.
Accessed 521 times total.
Classification:
| AMS MSC: | 42C05 (Fourier analysis :: Nontrigonometric Fourier analysis :: Orthogonal functions and polynomials, general theory) | | | 33D45 (Special functions :: Basic hypergeometric functions :: Basic orthogonal polynomials and functions ) | | | 33C45 (Special functions :: Hypergeometric functions :: Orthogonal polynomials and functions of hypergeometric type ) |
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Pending Errata and Addenda
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