Cubic Spline Interpolation Calculator
Enter points and x.

Why Spline Interpolation?

Fitting data with smooth curves avoids sharp jumps that polynomial interpolation may introduce. A natural cubic spline consists of piecewise cubic polynomials joined so the first and second derivatives match at interior points, while the second derivatives vanish at the ends. This produces a flexible yet stable curve.

Input Format

Provide a list of points separated by semicolons, such as 0,0; 1,1; 2,0; 3,2. The calculator sorts them by their x-values, constructs the spline, and evaluates it at your chosen coordinate. Because the system involves solving a tridiagonal matrix, at least three points are required.

Behind the Scenes

The method solves for coefficients so that each cubic Si(x) satisfies Si(xi)=yi and Si(xi+1)=yi+1. Continuity of first and second derivatives leads to a system of linear equations for the second-derivative values at each node.

Related Calculators

Ellipse Properties Calculator - Area and Perimeter

Calculate the area and approximate perimeter of an ellipse from its axes.

ellipse area calculator ellipse perimeter

Bernoulli Number Calculator - Compute B_n Quickly

Generate Bernoulli numbers using the Akiyama-Tanigawa algorithm.

Bernoulli number calculator special numbers

Prime Factorization Calculator - Break Numbers Down

Find the prime factors of any positive integer quickly and easily.

prime factorization calculator integer factors prime numbers