Interpolation using various methods with evenly spaced and unevenly spaced points.
Procedure
Open the simulation interface for the interpolation experiment.
From the Interpolation Method dropdown menu, select one of the following options:
- Linear Interpolation
- Lagrange Interpolation
- Newton’s Divided Differences
Enter the known data points in the input field using the prescribed format:
Format:x1,y1; x2,y2; x3,y3; ...
(Example:1,2; 2,4; 3,6)Ensure that:
- Each data pair is separated by a semicolon (
;) - The x and y values within a pair are separated by a comma (
,)
- Each data pair is separated by a semicolon (
Enter the value of the independent variable at which interpolation is required.
Click the Submit button to perform the interpolation.
Observation:
- Observe the interpolated value displayed as output.
- For Linear Interpolation, note that the result is computed using only the two nearest data points.
- For Lagrange Interpolation and Newton’s Divided Difference methods, note that all provided data points are used to construct the interpolating polynomial.
- Compare the interpolated values obtained using different methods for the same dataset.
Repeat the experiment by changing:
- The interpolation method
- The number of data points
- The interpolation value
to analyze the effect on the interpolated result.