Polynomial least deviating from zero
polynomial deviating least from zero
An algebraic polynomial of degree , 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}+\ldots+a_n,\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 \ref{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,\tag{2}
considered for all polynomials \ref{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 \ref{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=12323