RadialBasisFunctions.Quintic Property

Gets a quintic radial basis function kernel: φ(r) = r⁵.

Definition

Namespace: Numerics.NET.Curves
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 10.1.0
C#
public static RadialBasisFunction Quintic { get; }

Property Value

RadialBasisFunction
A RadialBasisFunction representing the quintic kernel.

Remarks

The quintic kernel grows as the fifth power of the radius and yields very smooth interpolants. Its derivative is φ'(r) = 5 r⁴, which has higher curvature near the origin compared to lower-order kernels. Use the quintic kernel when high smoothness and curvature control are required.

Note: This is a conditionally positive definite (CPD) kernel that requires polynomial augmentation. RBF interpolation with this kernel automatically includes an affine polynomial tail to ensure well-posedness and exact reproduction of linear functions.

See Also