Function Approximation

Problem definition

Given a sampled (discrete) function of one or more variables, find continuous function (representation) that can be used for interpolation or extrapolation.

  1. Find a polynomial that passes through all the given points:
  2. Find a polynomial that is close (in some sense) to the given points:
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