General approach to function approximation

preprint2022arXivOpen access

Abstract

Having a function ff and a set of functionals {Cn}\{\mathcal{C}_{n}\}, cnf≡Cn(f)c_n^f \equiv \mathcal{C}_n \left(f\right), one can interpret function approximation very generally as a construction of some function ANf\mathcal{A}_{N}^{f} such that cnf=Cn(ANf)c_n^f = \mathcal{C}_n \left(\mathcal{A}_N^f \right). All known approximations can be interpreted in this way and we review some of them. In addition, we construct several new expansion types including three rational approximations.

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