MATH 218 Final, Spring 2009
American University of Beirut · Elementary Linear Algebra with Applications · 16 pages
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MATHEMATICS 218
SPRING SEMESTER 2008-09
FINAL EXAMINATION
Time: 120 minutes
Date: June 3, 2009
Name:
ID Number:
Circle your section number in the table below:
Answer the following nine sets of questions on the allocated
pages; the back of pages may be used if needed
Instructors | Ejeili | Fuleihan | Itani | Karam | El Khoury | Lyzzaik | Nassif | Tannous
Section 7 3 11 1 10 6 2 4
Section 5 12 8 9
[ QUESTION GRADE
1 /25
2 /20
3 /20
4 /20
5 /20
6 /20
7 /20
8 /25
9 /30
TOTAL GRADE /200
1. Let T : R* > R® the transformation defined by
T(z, y,2z,w) =(a@+y—z2+u,2e+yt+4z+u,3r + y4 92).
(a) Show that T is a linear transformation. (4 points)
(b) Find the standard matrix [T]. (5 points)
(c) Find bases for the kernel of and range of T. (12 points)
(d) Find the rank and nullity of T. (4 points)
2. Let T': P) > R® be the function defined by the formula
p(1)
T(p(x)) = | p(2) |;
p(3)
here P, is the vector space of all real polynomials of degree at most 2.
(a) Show that T is a linear transformation. (8 points)
(b) Show that T’ is one-to-one. (8 points)
(c) Show that T is onto. (4 points)
3. Let P3 be the set of all polynomials of degree at most 3, and let
W = {ax* + ba? + ex +-d:b+c+d=0}.
(a) Show that W is a subspace of P3. (
(b) Find a basis S for W. (
(c) Give one vector in P; but not in W. (2 points)
(d) Complete S to a basis for P3. (6 points)
6 points)
4. Let
135 7
A=|2 0 4 2
3.28 7
(a) Find a basis for the row space of A and a basis for its orthogonal
complement. (16 points)
(b) Find a subset of the column vectors of A that forms a basis for
the column space of A. (4 points)
9
5. Let P: be the set of all polynomials of degree at most 2, and let
p(x) = ao + a2 + dgx? and q(x) = bo + bx + box? be in P. Define on
Py the operation
<p,q>= Agbp + 2a1b; + 3agbo.
(a) Show that <.,. > is an inner product on P». (10 points)
(b) Show that
(abo + 2a1b, + 3agb2)? < (a? + 2a? + 3a3)(b2 + 2b? + 303).
(5 points)
(c) Determine the cosine of the angle between the polynomials
l+a—2? and 1—-a2+2".
(5 points)
10