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This page contains links to various interesting and useful sites
that relate in some way to convex optimization.
It goes without saying that you’ll be periodically checking things using
google and wikipedia.
The wikipedia entry on
convex optimization (and related topics) could be
improved or extended (yes, for project credit).
When you find something that is really interesting, please let us know
and we’ll add a link here.
Stephen
Boyd’s research page.
There’s a lot of material there, and you don’t have to know every detail
in every paper, but you should certainly take an hour or more to
browse through these papers.
EE364a web page.
We expect you to know what’s in these pages.
The Convex Optimization book.
You’re expected to know pretty well the material in this book.
Unless you have a really good memory, you should be browsing
through this.
Lieven Vandenberghe’s
ee236a and
ee236b course pages.
Athena Scientific books on optimization.
You can also check the MIT courses that use some
of these books.
CVX. Be
sure to check out the every extensive library of
examples.
(Indeed, feel free to add to it.)
CVXOPT,
which also includes an extensive library of examples, and
CVXMOD.
YALMIP, a Matlab
toolbox for optimization modeling.
SOSTOOLS, a
toolbox for formulating and solving sums of squares
(SOS) optimization problems.
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