2013•Biomath CommunicationsOpen access

Interpolation and Extrapolation of Functions defiened by a Cauchy Problem with Applications to Ecological Modeling

Nduminso Archibald Pete, Igor A. Fedotov

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Abstract

Inherent in the classical approach to function approximation are the limitations placed on the scope of choice for functions of approximation. In this paper a novel method that allows us to approximate functions by means of linear combinations of polynomials, trigonometric and exponential functions, polynomials and periodic functions among others, is presented. This technique uses, on a fixed interval, an initial value linear ordinary differential equation for function approximation and the approximation expressions are obtained in a closed form.

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What this paper is about

Inherent in the classical approach to function approximation are the limitations placed on the scope of choice for functions of approximation. In this paper a novel method that allows us to approximate functions by means of linear combinations of polynomials, trigonometric and exponential functions, polynomials and periodic functions among others, is presented. This technique uses, on a fixed interval, an initial value linear ordinary differential equation for function approximation and the approximation expressions are obtained in a closed form.

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Available abstract

Inherent in the classical approach to function approximation are the limitations placed on the scope of choice for functions of approximation. In this paper a novel method that allows us to approximate functions by means of linear combinations of polynomials, trigonometric and exponential functions, polynomials and periodic functions among others, is presented. This technique uses, on a fixed interval, an initial value linear ordinary differential equation for function approximation and the approximation expressions are obtained in a closed form.

Key concepts: Extrapolation, Mathematics, Interpolation (computer graphics), Cauchy distribution, Equioscillation theorem, Applied mathematics, Exponential function, Ordinary differential equation

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