Difference between revisions of "Polynomial least deviating from zero"
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P.L. Chebyshev [[#References|[1]]] proved that, among all polynomials of the form | P.L. Chebyshev [[#References|[1]]] proved that, among all polynomials of the form | ||
− | + | $$Q_n(x)=x^n+a_1x^{n-1}+\dotsb+a_n,\label{1}\tag{1}$$ | |
there is exactly one, viz. | there is exactly one, viz. | ||
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U_n(x)=2\left(\frac{b-a}{4}\right)^{n+1}\frac{\sin((n+1)\arccos(2x-a-b)/(b-a))}{\sqrt{(b-x)(x-a)}} | U_n(x)=2\left(\frac{b-a}{4}\right)^{n+1}\frac{\sin((n+1)\arccos(2x-a-b)/(b-a))}{\sqrt{(b-x)(x-a)}} | ||
− | is the unique polynomial deviating least from zero in L_1[a,b] (among all polynomials \ | + | is the unique polynomial deviating least from zero in L_1[a,b] (among all polynomials \eqref{1}), and its norm is |
\|U_n\|_{L_1[a,b]}=4\left(\frac{b-a}{4}\right)^{n+1}. | \|U_n\|_{L_1[a,b]}=4\left(\frac{b-a}{4}\right)^{n+1}. | ||
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The integral | The integral | ||
− | \int\limits_a^bQ_n^2(x)\rho(x)dx,\quad\rho(x)>0,\tag{2} | + | $$\int\limits_a^bQ_n^2(x)\rho(x)dx,\quad\rho(x)>0,\label{2}\tag{2}$$ |
− | considered for all polynomials \ | + | considered for all polynomials \eqref{1}, is minimal if and only if Q_n(x), with respect to the weight function \rho(x), is orthogonal on (a,b) to all polynomials of degree n-1. If |
a=-1,\quad b=1,\quad\rho(x)=(1-x)^\alpha(1+x)^\beta, | a=-1,\quad b=1,\quad\rho(x)=(1-x)^\alpha(1+x)^\beta, | ||
− | where \alpha,\beta>-1, then the integral \ | + | where \alpha,\beta>-1, then the integral \eqref{2} is minimized by the Jacobi polynomial (cf. [[Jacobi polynomials|Jacobi polynomials]]) (if \alpha=\beta=0 by the Legendre polynomial; cf. [[Legendre polynomials|Legendre polynomials]]) of degree n with leading coefficient 1. |
Among all trigonometric polynomials of the form | Among all trigonometric polynomials of the form |
Latest revision as of 15:05, 14 February 2020
polynomial deviating least from zero
An algebraic polynomial of degree n, with leading coefficient 1, having minimal norm in the space C[a,b] or L_p[a,b].
P.L. Chebyshev [1] proved that, among all polynomials of the form
Q_n(x)=x^n+a_1x^{n-1}+\dotsb+a_n,\label{1}\tag{1}
there is exactly one, viz.
T_n(x)=2\left(\frac{b-a}{4}\right)^n\cos n\arccos\left(\frac{2x-a-b}{b-a}\right),
of minimal norm in C[a,b], and that norm is
\|T_n\|_{C[a,b]}=2\left(\frac{b-a}{4}\right)^n.
The polynomial
U_n(x)=2\left(\frac{b-a}{4}\right)^{n+1}\frac{\sin((n+1)\arccos(2x-a-b)/(b-a))}{\sqrt{(b-x)(x-a)}}
is the unique polynomial deviating least from zero in L_1[a,b] (among all polynomials \eqref{1}), and its norm is
\|U_n\|_{L_1[a,b]}=4\left(\frac{b-a}{4}\right)^{n+1}.
In L_p[a,b], 1<p<\infty, there also exists a unique polynomial deviating least from zero; various properties of this polynomial are known (see [2], [5]).
The integral
\int\limits_a^bQ_n^2(x)\rho(x)dx,\quad\rho(x)>0,\label{2}\tag{2}
considered for all polynomials \eqref{1}, is minimal if and only if Q_n(x), with respect to the weight function \rho(x), is orthogonal on (a,b) to all polynomials of degree n-1. If
a=-1,\quad b=1,\quad\rho(x)=(1-x)^\alpha(1+x)^\beta,
where \alpha,\beta>-1, then the integral \eqref{2} is minimized by the Jacobi polynomial (cf. Jacobi polynomials) (if \alpha=\beta=0 by the Legendre polynomial; cf. Legendre polynomials) of degree n with leading coefficient 1.
Among all trigonometric polynomials of the form
a\cos nx+b\sin nx+\sum_{k=0}^{n-1}(a_k\cos kx+b_k\sin kx),
where a and b are fixed, the polynomial of minimal norm in any of the spaces C[0,2\pi] and L_p[0,2\pi] (for an arbitrary p\geq1) is
a\cos nx+b\sin nx.
References
[1] | P.L. Chebyshev, "Complete collected works" , 2 , Moscow-Leningrad (1947) pp. 23–51 (In Russian) |
[2] | V.M. Tikhomirov, "Some problems in approximation theory" , Moscow (1976) (In Russian) |
[3] | A.F. Timan, "Theory of approximation of functions of a real variable" , Pergamon (1963) (Translated from Russian) |
[4] | G. Szegö, "Orthogonal polynomials" , Amer. Math. Soc. (1975) |
[5] | S.M. Nikol'skii, "Quadrature formulas" , Hindushtan Publ. Comp. , London (1964) (Translated from Russian) |
[6] | P.K. Suetin, "Classical orthogonal polynomials" , Moscow (1976) (In Russian) |
Comments
The polynomials T_n and U_n are called (normalized) Chebyshev polynomials of the first, respectively second, kind (cf. Chebyshev polynomials).
References
[a1] | I.P. Natanson, "Constructive function theory" , 2 , F. Ungar (1964–1965) pp. Chapt. 6 (Translated from Russian) |
[a2] | T.J. Rivlin, "The Chebyshev polynomials" , Wiley (1974) |
[a3] | M.J.D. Powell, "Approximation theory and methods" , Cambridge Univ. Press (1981) |
Polynomial least deviating from zero. Encyclopedia of Mathematics. URL: http://encyclopediaofmath.org/index.php?title=Polynomial_least_deviating_from_zero&oldid=44575