Search
Math
uwaterloo.ca
Math Home
UW Home
CO463/663
Winter 2019
(see: Waterloo LEARN)
Convex Optimization and Analysis
"The great watershed in optimization is not between
linearity
and
nonlinearity
, but
convexity
and
nonconvexity
."
(
Rockafellar, 1993
.)
Instructor
Henry Wolkowicz
(MC6312, x35589)
The course is self-contained but uses:
basic linear algebra
(vector spaces/inner-products/basic matrix factorizations/eigen-decompositions)
basic calculus
(Taylor series/Implicit function Theorem/continuity/convergence).
Handouts
Syllabus
Course/Marking
Links/Announcements
Sample problems/solutions MIT Convex Anal.
Fundamentals of Lin. Alg. and Opt., ebook
A new algorithm that minimizes anything/everything
200 Best Jobs latest report
Time:T-R 1:00-2:20PM; from Tues. Jan. 8 to Thurs. Apr. 4. (
Note NEW time is 1-2:20PM!
)
Location:
DWE 1515
Office Hours: Thurs: 3-4PM and Fri: 11:30AM-12:30PM. (or after class Tues/Thurs)
TA: Haesol Im; office hour: Monday 10-11AM in MC5466.
FINAL EXAM: Friday, April 12, 2019, 9:00 AM - 11:30AM, MC 4063
Main reference to class notes:
J.-B. Hiriart-Urruty and C. Lemaréchal,
Fundamentals of Convex Analysis
, Springer, 2004
(available online)
Further References
Latest Course Notes are updated after the lectures and are available at the
LEARN webpage
.
(Note that these notes are changing during the semester.)
Marking Scheme:
HW 50%; Final 50%; Final exam on Friday, April 12, 2019, 9:00 AM - 11:30AM, MC 4063
HOMEWORK
Expect 6 assignments - to be submitted at the beginning of the class stated on the assignment.
No scripting available, tracking aborted.
Last Modified: Monday 4 March 2019