MATH 3130.300 Homework: Dimension of Matrices, Assignments of Linear Algebra

A series of homework problems for the mathematics course math 3130.300, specifically for the topics of matrices and their dimensions. The problems involve finding bases for certain matrices, determining the kernel of a linear transformation, and understanding the relationship between eigenvectors and eigenvalues. Students are encouraged to solve problems from the textbook as well as additional problems provided.

Typology: Assignments

Pre 2010

Uploaded on 02/10/2009

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Week 5 Homework (MATH 3130.300)
Summer 2007
HW 19, Due: 7/3
Book Problems 4.5: 4,7,9,11,14,15,19,20,21,23,25,26,29,31
Additional Problems
(1) We have seen that Rnhas dimension n,Pnhas dimension n+ 1, and Pis infinite dimensional.
Lets investigate the dimension of Mm×n. Find a basis for M2×2(prove that what you found is
indeed a basis), and determine the dimension of M2×2. Based on your findings, make an educated
guess about the dimension of Mm×n.
HW 20, Due: 7/5
Book Problems 4.6: 1,2,5,7,10,17,18,22,27,28,29
Additional Problems
(1) Suppose that T:R3Ris given by T(x) = Axfor Aa 1 ×3 matrix. Describe geometrically
the possibilities for the kernel of T.
HW 21, Due: 7/6
Book Problems 4.7: 1,3,6,7,9,12,13,14,20(a)
Additional Problems
Read the section...again.
HW 22, Due: 7/10
Book Problems 5.1: 1,4,6,11,15,17,18,19,21,23,24,27,32
Additional Problems
(1) Let Abe an n×nmatrix. Suppose that vis an eigenvector of Awith eigenvalue λ(i.e.
Av=λv). Show that for any positive integer k,vis an eigenvector of Ak, and determine the
associated eigenvalue (here Akis the matrix obtained by multiplying Awith itself ktimes).
Challenge Problem
Let Aand Bbe m×nmatrices. Prove that rank(A+B)rank A+ rank B .

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Week 5 Homework (MATH 3130.300)

Summer 2007

HW 19, Due: 7/ Book Problems 4.5: 4,7,9,11,14,15,19,20,21,23,25,26,29,

Additional Problems (1) We have seen that Rn^ has dimension n, Pn has dimension n + 1, and P is infinite dimensional. Lets investigate the dimension of Mm×n. Find a basis for M 2 × 2 (prove that what you found is indeed a basis), and determine the dimension of M 2 × 2. Based on your findings, make an educated guess about the dimension of Mm×n.

HW 20, Due: 7/ Book Problems 4.6: 1,2,5,7,10,17,18,22,27,28,

Additional Problems (1) Suppose that T : R^3 → R is given by T (x) = Ax for A a 1 × 3 matrix. Describe geometrically the possibilities for the kernel of T.

HW 21, Due: 7/ Book Problems 4.7: 1,3,6,7,9,12,13,14,20(a)

Additional Problems Read the section...again.

HW 22, Due: 7/ Book Problems 5.1: 1,4,6,11,15,17,18,19,21,23,24,27,

Additional Problems (1) Let A be an n × n matrix. Suppose that v is an eigenvector of A with eigenvalue λ (i.e. Av = λv). Show that for any positive integer k, v is an eigenvector of Ak, and determine the associated eigenvalue (here Ak^ is the matrix obtained by multiplying A with itself k times).

Challenge Problem Let A and B be m × n matrices. Prove that rank(A + B) ≤ rank A + rank B.