The eigenstructure of the Bernstein operator

The Bernstein operator B-n reproduces the linear polynomials, which are the refore eigenfunctions corresponding to the eigenvalue 1. We determine the r est of the eigenstructure of B-n. Its eigenvalues are [GRAPHICS] and the corresponding monic eigenfunctions p(k)((n)) are polynomials of deg ree k, which have k simple zeros in [0, 1]. By using an explicit formula, i t is shown that p(k)((n)) converges as n --> infinity to a polynomial relat ed to a Jacobi polynomial. Similarly, the dual functionals to p(k)((n)) con verge as n --> infinity to measures that we identity. This diagonal form of the Bernstein operator and its limit, the identity (Weierstrass density th eorem), is applied to a number of questions. These include the convergence of iterates of the Bernstein operator and why Lagrange interpolation (at n + 1 equally spaced points) fails to converge for all continuous functions w hilst the Bernstein approximants do. We also give the eigenstructure of the Kantorovich operator. Previously, the only member of the Bernstein family for which the eigenfunctions were known explicitly was the Bernstein-Durrme yer operator, which is self adjoint. (C) 2000 Academic Press.