Optimization Resources

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non-linear programming

interesting applications

Opti in finance

Matrix Analysis Courses

http://faculty.washington.edu/mfazel/ Palma London, Senior in EE, UW. Publications Preprints: S. Oymak, A. Jalali, M.

Maryam Fazel

WIKIMIZATION - Wikimization

http://www.convexoptimization.com/wikimization/index.php/WIKIMIZATION From Wikimization
Submodularity

sudoku problem

Guestrin's Optimization Course

http://select.cs.cmu.edu/class/10725-S10/ Class lectures: Mondays and Wednesdays 10:30-11:50am in GHC 4307

8.4.2 Optimal Solution for TSP using Branch and Bound

http://lcm.csa.iisc.ernet.in/dsa/node187.html Suppose it is required to minimize an objective function. Suppose that we have a method for getting a lower bound on the cost of any solution among those in the set of solutions represented by some subset. If the best solution found so far costs less than the lower bound for this subset, we need not explore this subset at all.
http://www.andrew.cmu.edu/user/neils/testdata/index.html

Symmetric TSP's based on US geography

The files of the form city&ltn&gt.ll hold the longitude and latitude of the largest n cities in the United States (excluding Alaska and Hawaii) in millionths of a degree.

Global Optimization Software

http://www.mat.univie.ac.at/~neum/glopt/software_g.html Global Search, As Timely As Ever

Gram–Schmidt process

The first two steps of the Gram–Schmidt process http://en.wikipedia.org/wiki/Gram%E2%80%93Schmidt_process