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Here you will be given an m n matrix A. Your program has to create two bases (both are named B): one - for Col A and one - for m if Col A m , by...
Here you will be given an m n × matrix A. Your program has
to create two bases (both are named B): one - for Col A and one - for m if Col A m ≠ , by
using the columns of the given matrix A.
Your program should allow a possibility that the columns of A are not linearly independent,
that is, not all columns of A will be in a basis. The set of columns of A can be "shrunk" to a
basis for Col A by using the function shrink. Here is the code function B = shrink(A)
[~, pivot] = rref(A);
B = A(: , pivot);
**Create the function B = shrink(A) in MATLAB.
**Type the function shrink in your diary file
**Run each of the commands listed below (separately) on the matrix A=magic(4)
[~, pivot] = rref(A)
B = A(: , pivot)
% Place a comment in your diary file on the output for each of the commands.
**Create the function in MATLAB
function B=basis(A)
The function should start with the commands:
m=size(A,1);
A=shrink(A);
sprintf('a basis for Col A is n')
B=A
This part will give you as an answer a basis B for Col A.
Then, you will be using a conditional MATLAB statement within your code to check whether
the matrix B, that you found, is a basis for m (or, the same, whether Col A = m ). If yes, the
program breaks with the message:
sprintf('a basis for R^% i is n', m)
(it will return your B)
If B is not a basis for m , you should expand B to a basis for m . Use the matrices B and
eye(m) and the command shrink to create a new matrix D, which will be a basis for m . (A
basis has to contain all vectors from B and some vectors from the matrix eye(m)). You should
also write a set of commands within your code to verify whether the new matrix D is, indeed,
a basis for m - the command rank will be helpful. If your code confirms that D is a basis for m , the output message should be:
sprintf('a basis for R^% i is n', m)
B=D;
otherwise, the program breaks with a message similar to that:
disp ('What? It is not a basis!?')