Abstract

Let ? be a compactly supported function on ? s andS (?) the linear space withgenerator ?; that is,S (?) is the linear span of the multiinteger translates of ?. It is well known that corresponding to a generator ? there are infinitely many quasi-interpolation formulas. A characterization of these formulas is presented which allows for their direct calculation in a variety of forms suitable to particular applications, and in addition, provides a clear formulation of the difficult problem of minimally supported quasi-interpolants. We introduce a generalization of interpolation called μ-interpolation and a notion of higher order quasi-interpolation called μ-approximation. A characterization of μ-approximants similar to that of quasi-interpolants is obtained with similar applications. Among these applications are estimating least-squares approximants without matrix inversion, surface fitting to incomplete or semi-scattered discrete data, and constructing generators with one-point quasi-interpolation formulas. It will be seen that the exact values of the generator ? at the multi-integers ? s facilitates the above study. An algorithm to yield this information for box splines is discussed.

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