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interpolating polynomial

The one polynomial of degree at most n that passes exactly through n+1 given data points.

Given n+1 distinct nodes x_0,\ldots,x_n and values y_0,\ldots,y_n, the interpolating polynomial is the unique polynomial P of degree at most n with P(x_i)=y_i for every i. Existence and uniqueness are guaranteed by the interpolation existence-uniqueness theorem; the Lagrange and Newton divided-difference forms are two different ways of writing down this same, single polynomial.

Examples

  • Given 3 points, the interpolating polynomial has degree at most 2 -- a parabola, whether it's written in Lagrange form or Newton's divided-difference form, is the exact same curve either way.

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