(a) Write a well-commented MATLAB function program mysolvecheck with input a number n that makes a random n x n matrix A and a random vector b, solves the linear system Ax = b, calculates the scalar residual r= ||Ax - b||, and outputs that number as r. (b) Write a well-commented MATLAB script program that calls nysolvecheck 10 times each for n = 5, 10, 20, 40, 80, and 160, then records and averages the results and makes a log-log plot of the average r vs. n. Once your program is running correctly, increase the maximum n (by factors of 2) until the program stops running within 5 minutes. Turn in the plot and the two programs. (Do not print any large random matrices.)
(a) Write a well-commented MATLAB function program mysolvecheck with input a number n that makes a random n x n matrix A and a random vector b, solves the linear system Ax = b, calculates the scalar residual r= ||Ax - b||, and outputs that number as r. (b) Write a well-commented MATLAB script program that calls nysolvecheck 10 times each for n = 5, 10, 20, 40, 80, and 160, then records and averages the results and makes a log-log plot of the average r vs. n. Once your program is running correctly, increase the maximum n (by factors of 2) until the program stops running within 5 minutes. Turn in the plot and the two programs. (Do not print any large random matrices.)
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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Transcribed Image Text:10.2 (a) Write a well-commented MATLAB function program mysolvecheck with input a number n that
makes a random n x n matrix A and a random vector b, solves the lincar system Ax = b,
calculates the scalar residual r= ||Ax – b||, and outputs that number as r.
(b) Write a well-commented MATLAB script program that calls mysolvecheck 10 times each for
n = 5, 10, 20, 40, 80, and 160, then records and averages the results and makes a log-log plot
of the average r vs. n. Once your program is running correctly, increase the maximum n (by
factors of 2) until the program stops running within 5 minutes.
Turn in the plot and the two programs. (Do not print any large random matrices.)
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