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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
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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.