b. Repeat the experiment using the Chebyshev nodes given by x₁ = cos[(i-1)π/20] (1 ≤ i ≤21) c. With 21 equally spaced knots, repeat the experiment using a cubic interpolating spline.

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
Section: Chapter Questions
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The following MATLAB code is for part a for the question. Can you help me code part b and c?

% Define the function f(x)
f = @(x) 1 ./ (1 + 6*x.^2);

% Define the interpolation nodes (21 equally spaced nodes including endpoints)
nodes = linspace(-1, 1, 21);

% Compute the values of f(x) and p(x) at the interpolation nodes
f_values = f(nodes);

% Fit a polynomial of degree 20 through the interpolation nodes
p = polyfit(nodes, f_values, 20);

% Define the points where you want to evaluate f(x), p(x), and f(x) - p(x)
eval_points = linspace(-1, 1, 41);
f_eval = f(eval_points);
p_eval = polyval(p, eval_points);
difference = f_eval - p_eval;

% Create a table to display the results
T = table(eval_points', f_eval', p_eval', difference', 'VariableNames', {'x', 'f(x)', 'p(x)', 'f(x) - p(x)'});
disp(T);

Interpret the results of the following numerical experiment and draw some conclusions.
a. Define p to be the polynomial of degree 20 that interpolates the function f(x)
(1 + 6x²)-¹ at 21 equally spaced nodes in the interval [-1, 1]. Include the endpoints
as nodes. Print a table of f(x), p(x), and f(x) - p(x) at 41 equally spaced points on
the interval.
b. Repeat the experiment using the Chebyshev nodes given by
Xi = cos[(i-1)π/20] (1 ≤ i ≤21)
c. With 21 equally spaced knots, repeat the experiment using a cubic interpolating spline.
Transcribed Image Text:Interpret the results of the following numerical experiment and draw some conclusions. a. Define p to be the polynomial of degree 20 that interpolates the function f(x) (1 + 6x²)-¹ at 21 equally spaced nodes in the interval [-1, 1]. Include the endpoints as nodes. Print a table of f(x), p(x), and f(x) - p(x) at 41 equally spaced points on the interval. b. Repeat the experiment using the Chebyshev nodes given by Xi = cos[(i-1)π/20] (1 ≤ i ≤21) c. With 21 equally spaced knots, repeat the experiment using a cubic interpolating spline.
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