Linear Algebra Homework: Finding Rank, Bases, and Linear Independence of Matrix A, Assignments of Linear Algebra

A linear algebra homework assignment for finding the rank, column space basis, row space basis, null space basis, and linear independence of matrix a. It includes instructions to compute the dimensions of the column space, row space, null space, and transpose null space, as well as finding two different bases for the column space and row space. The assignment also asks to determine if the rows are linearly independent and spanning, and if the columns are linearly independent and spanning.

Typology: Assignments

Pre 2010

Uploaded on 07/29/2009

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Homework for Oct 15
For the following matrices Aanswer the following
a) Compute rank(A), dim span(A) (dimension of the columns space), dim rowspan(A)
(dimension of the row space), dim N(A), and dimN(AT).
b) Find two different bases for span(A) (column space) and rowspan(A) (row space).
c) Find a basis for N(A) and N(AT).
d) Are the rows linearly independent? spanning? Are the columns linearly independent?
spanning?
If an answer to any of these questions is ’no’, show a certificate, i.e. if linearly dependent
a non-zero linear combination equal to the zero vector; if non-spanning a vector not in
the span.
e) In 2. only: What is the transition matrix for the change of basis between the two bases
of span(A) that you found in b)?
1.
A=
2 3 5 1
3 1 4 2
347 1
2.
A=
3 2
1 3
3 1

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Homework for Oct 15 For the following matrices A answer the following

a) Compute rank(A), dim span(A) (dimension of the columns space), dim rowspan(A) (dimension of the row space), dim N (A), and dim N (AT^ ).

b) Find two different bases for span(A) (column space) and rowspan(A) (row space).

c) Find a basis for N (A) and N (AT^ ).

d) Are the rows linearly independent? spanning? Are the columns linearly independent? spanning? If an answer to any of these questions is ’no’, show a certificate, i.e. if linearly dependent a non-zero linear combination equal to the zero vector; if non-spanning a vector not in the span.

e) In 2. only: What is the transition matrix for the change of basis between the two bases of span(A) that you found in b)?

A =

A =