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A quiz question from math 205a, focusing on linear algebra and solving homogeneous matrix equations. Students are required to determine the number of columns in a matrix b, check the linear independence of its column vectors, express one column vector as a linear combination of others, and find linear combinations of the given vector b using the column vectors of b. The challenge bonus question asks about the row echelon form of b when the given equation does not have a solution for every constant vector c.
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Math 205A Quiz 03 page 1 September 26, 2008 NAME
, where x 3 and x 5 are free, is the solution vh of the homogeneous
matrix equation Bx = 0 for some matrix B. Also, let v 1 , v 2 ,... , be the column vectors of B.
1A. You can not tell from the above info how many rows B has. But how many columns must B have,
and how do you know?
1B. Is the set {v 1 , v 2 ,... } of column vectors of B linearly independent? Explain in terms of the
definition of LI (that is, consider the solutions of x 1 v 1 + x 2 v 2 + · · · = 0 ).
1C. Use the equation x 1 v 1 + x 2 v 2 + · · · = 0 to express v 1 as a specific linear combination of the other
column vectors, or explain why this is impossible.
1D. Express v 2 as a linear combination of the other column vectors, or explain why this is impossible.
1E. Let b = 7v 1 + 6v 2 − 12 v 4 in the following two questions:
1E (i). Express b as a linear combination of the column vectors of B without using v 4 (by replacing v 4
with a LC of the other column vectors).
1E (ii). Can you express b as a linear combination of the column vectors of B without using v 2? Explain
your answer.
1 Challenge Bonus Question: Let m be the number of rows of B. Suppose Bx = c does not have a
solution for every c in R
m
. What is the RREF of B, where m is as small as possible?