Linear Algebra
Mathematics 220 is a one quarter introduction to linear algebra . The
principal topics include
solution of systems of linear equations, matrix algebra and determinants ,
abstract vector
spaces, eigenvalues and eigenvectors, inner product spaces, and quadratic forms.
The course
will probably make more sense if you can read or at least browse through the
relevant
sections of the book before each class. We'll spend a day or two discussing each
section of
the book.
I'll spend most of the class time explaining the concepts and presenting
examples showing
how the concepts are applied. I welcome questions at any time. There will be
portions of
class time where you get a chance to solve some problems.
This course is usually perceived to be very straight-forward at the
beginning, but grows
more abstract and conceptually sophisticated. Keeping up with the new concepts
through
homework exercises is essential to success in the course. I may collect some
homework
exercises from the book, and additional problems . There may be occasional short
quizzes.
There will be three tests and a final exam. Some of the tests may have a
take-home portion.
There will be an opportunity to make-up one test by the way I score the final
exam. I look
at each section of the comprehensive final (a test one part, a test two part,
etc.) and look to
see on which section you have improved the most. If you have, for example,
improved the
most on the test two part of the final exam, then the score on the test two
portion of the
final replaces your original test two score. Of course, if the final exam scores are
all lower ,
your original test scores are left unchanged.
what you'll need
book: "Linear Algebra and its Applications" by David C. Lay, 3rd ed. (updated),
Addison
Wesley, 2006.
prerequisite: Math 153 (calculus III) or concurrent
enrollment. What's essential is a
familiarity with vectors.
please turn o the sound on all cellphones, pagers, etc.
during class
grades
Each of the three tests will be worth 100 points and the
final exam will be worth 100 points,
and the quizzes and homework will count as a smaller number of points . The
course grade is
based on a percentage which may be calculated at any time. Add together all your
points.
Then divide by the sum of the possible points. Multiply by 100 for the course
percentage.
Course grades are then determined by the following scale:
* A course percentage of at least 93%,
and a score of at least 90% on each test
earns a 4.0.
Other grades are linearly interpolated. For example, a
score of 85% corresponds to a grade
of 3.4.
test dates
test 1 |
Wednesday, April 22 |
test 2 |
Friday, May 15 |
test 3 |
Monday, June 8 |
final exam |
Thursday, June 18
8:00 - 10:00 |
course outline
naturally the schedule is approximate
linear equation systems , vector & matrix equations,
linear independence, linear
transformations
Mon Apr 6 |
systems of linear
equations |
1.1 |
1-33 odd (34) |
Tue Apr 7
Wed Apr 8 |
row reduction &
echelon forms |
1.2 |
1-33 odd |
Wed Apr 8
Thu Apr 9 |
vector equations |
1.3 |
1-31 odd, 32 |
Fri Apr 10 |
the matrix equation
Ax = b |
1.4 |
1-15 odd, 17-22, 23-31 odd,
32, 33, 35, (37, 39) |
Mon Apr 13 |
solution sets of
linear systems |
1.5 |
1-23 odd, 24, 26-33, 35 |
Tue Apr 14 |
applications of
linear systems |
1.6 |
1, 3, 5, 7, 11, 14 |
1.10 |
1, 3, 7, 9, (14) |
Wed Apr 15
Thu Apr 16 |
linear independence |
1.7 |
1-37 odd, 38, 39, 40, (41) |
Thu Apr 16
Fri Apr 17 |
intro to linear
transformations |
1.8 |
1-33 odd |
Mon Apr 20 |
the matrix of a
linear
transformation |
1.9 |
1-31 odd, 35 |
Tue Apr 21 |
review |
|
|
Wed Apr 22 |
test one |
|
|
matrix algebra & determinants |
Thu Apr 23
Mon Apr 27 |
matrix operations |
2.1 |
1-27 odd |
Mon Apr 27
Tue Apr 28 |
the inverse of a
matrix |
2.2 |
1, 3, 5, 6, 7, 13, 15, 17, 18,
21, 22, 29, 35, 37 |
Wed Apr 29 |
characterizations of
invertible matrices |
2.3 |
1-7 odd, 11, 13, 15-24,
28,
29, 33, 35 |
Thu Apr 30 |
matrix
factorizations |
2.5 |
1, 3, 11, 15, 25, 26, (31) |
Fri May 1 |
applications to
computer graphics |
2.7 |
1-7 odd, 11, 15, 16 |
Fri May 1 |
introduction to
determinants |
3.1 |
1-41 odd |
Mon May 4
Tue May 5 |
properties of
determinants |
3.2 |
1-4, 5, 11, 15-20, 21, 25, 27,
29, 31, 32, 34, 39, 41 |
Tue May 5
Wed May 6 |
Cramer' s Rule ,
volume, & linear
transformations |
3.3 |
1-9 odd, 13, 19, 25 |
Thu May 7
Fri May 8 |
vector spaces &
subspaces |
4.1 |
1-23 odd, 31-33 |
Mon May 11
Tue May 12 |
null spaces, column
spaces, & linear
transformations |
4.2 |
1-25 odd, 26-28, 31, 33-36 |
Tue May 12
Wed May 13 |
linearly independent
sets & bases |
4.3 |
1-11 odd, 12-14, 15, 19,
21-27 odd, 31-34 |
Thu May 14 |
review |
|
|
Fri May 15 |
test two |
|
|
Mon May 18
Tue May 19 |
coordinate systems |
4.4 |
1-15 odd, 16, 17, 21, 27, 29 |
Tue May 19
Wed May 20 |
dimension of a
vector space |
4.5 |
1-23 odd, 27, 29, 31 |
Thu May 21 |
rank theorem |
4.6 |
1-4, 5-31 odd |
eigenvalues, eigenvectors, orthogonality, & quadratic
forms
Fri May 22
Tue May 26 |
eigenvalues &
eigenvectors |
5.1 |
1-9 odd, 13, 17, 19, 21, 23,
24, 25, 31, 33 |
Tue May 26
Wed May 27 |
the characteristic
equations |
5.2 |
1-7 odd, 9, 15, 17, 21, 22 |
Thu May 28
Fri May 29 |
matrix
diagonalization |
5.3 |
1-9 odd, 15-21 odd, 25, 27,
29 |
Mon Jun 1 |
complex eigenvalues |
5.5 |
1, 5, 9, 11, 13, 17 |
Tue Jun 2
Wed Jun 3 |
inner product |
6.1 |
1-19 odd, 27, 28, 30 |
Wed Jun 3
Thu Jun 4 |
orthogonal sets |
6.2 |
1, 3, 7, 9, 11, 13, 15, 17, 23,
27, 33 |
Fri Jun 5 |
review |
|
|
Mon Jun 8 |
test three |
|
|
Tue Jun 9
Wed Jun 10 |
orthogonal
projections |
6.3 |
1, 5, 7, 9, 11, 15, 17, 21 |
Wed Jun 10
Thu Jun 11 |
least- square
problems |
6.5 |
3, 5, 7, 9, 13, 17, 25 |
Fri Jun 12 |
diagonalization of
symmetric matrices |
7.1 |
1-11 odd, 13, 17, 23, 25, 29,
31 |
Mon Jun 15 |
quadratic forms |
7.2 |
1-13 odd, 19, 21 |
Tue Jun 16 |
review |
|
|
Thu Jun 18 |
final exam
8:00-10:00 |
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