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Optimization over analytic functions whose founrier coefficients are constrained
Authors:J. William Helton  Orlando Merino  Trent E. Walker
Affiliation:(1) Dept of Mathematics, Univ. Calif. San Diego, 92093 La Jolla, CA;(2) Dept of Mathematics, U. of Rhode Island, 02881 Kingston, RI;(3) Dept of Mathematics, Univ. Calif. Berkeley, 94720 Berkeley, CA
Abstract:This article gives necessary and sufficient conditions for local solutions to several very general constrained optimization problems over spaces of analytic functions.The results presented here have many applications, a particular instance of which is the sup-norm approximation of functions continuous on the unit circle in the complex plane by functions continuous on the circle and analytic on the open disk and whose Fourier coefficients satisfy prescribed linear relations.Also, the results in this article generalize Nevanlinna-Pick and Caratheodory-Fejer Interpolation results to allow values of arbitrary derivatives of functions to be assigned or merely bounded. Classically, NP and CF solve only problems with consecutive derivatives specified.In engineering, constraints on the Fourier coefficients of a frequency response function correspond to constraints on its ldquotime domainrdquo behavior. Indeed the central problems of control theory involve both time and frequency domain constraints. That is precisely what the results in this paper handle.Supported in part by the AFOSR and the NSF
Keywords:Primary 30E05  Secondary 30E10  42A70  42B30
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