- Should be easy to compute (polynomials are);
- Should be continuous, and differentiable (C1), preferably twice (C2).
- Support (the interval where it is not zero) should not be too big.
- Would be nice to interpolate the control points.
Cannot get it all! But can get close if relax one of the requirements.