Using matlab, Make a table of the error of the three-point centered-difference formula for f ′(0), where f (x) = sinx − cosx, with h = 10−1,...,10−12, as in the table in Section 5.1.2. Draw a plot of the results. Does the minimum error correspond to the theoretical expectation?
Using matlab, Make a table of the error of the three-point centered-difference formula for f ′(0), where f (x) = sinx − cosx, with h = 10−1,...,10−12, as in the table in Section 5.1.2. Draw a plot of the results. Does the minimum error correspond to the theoretical expectation?
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
Problem 1PE
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Using matlab,
Make a table of the error of the three-point centered-difference formula for f ′(0), where f (x) = sinx − cosx, with h = 10−1,...,10−12, as in the table in Section 5.1.2. Draw a plot of the results. Does the minimum error correspond to the theoretical expectation?
Expert Solution
Step 1: Aalgorithm :
- Define the function .
- Define the analytical derivative .
- Create an array of step sizes ranging from to in decreasing order (e.g., using ).
- Initialize arrays to store errors and approximations.
- For each step size :
- Compute the approximation using the centered-difference formula: .
- Compute the error as the absolute difference between the approximation and the analytical derivative: .
- Store the error and approximation in their respective arrays.
- Display a table showing step size, approximation, and error.
- Create a log-log plot with step sizes on the x-axis and errors on the y-axis.
- Label the x-axis as "Step Size (h)" and the y-axis as "Error".
- Add a title to the plot.
- Turn on the grid for the plot.
- Display the plot.
- Define the function .
- Define the analytical derivative .
- Create an array of step sizes ranging from to in decreasing order (e.g., using ).
- Initialize arrays to store errors and approximations.
- For each step size :
- Compute the approximation using the centered-difference formula: .
- Compute the error as the absolute difference between the approximation and the analytical derivative: .
- Store the error and approximation in their respective arrays.
- Display a table showing step size, approximation, and error.
- Create a log-log plot with step sizes on the x-axis and errors on the y-axis.
- Label the x-axis as "Step Size (h)" and the y-axis as "Error".
- Add a title to the plot.
- Turn on the grid for the plot.
- Display the plot.
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