Mathematics and Statistics Faculty Scholarship
Permanent URI for this collection
Browse
Browsing Mathematics and Statistics Faculty Scholarship by Author "Nierman, Ryan"
Now showing 1 - 1 of 1
Results Per Page
Sort Options
Item Combinatorial Algorithm for Quadratic Programs with Laplacian Structure(Utilitas Mathematica, 2016) Kruk, Serge; Nierman, Ryan; Shi, PeterAn algorithm is presented that uses a mostly combinatorial approach to solve a family of convex quadratic programs over box constraints. It is proved that for convex programs with the required structure, the algorithm converges in a finite number of iterations. Moreover, each iteration requires, at most, one function evaluation. On synthetic problems with thousands of variables, our implementation determines the optimal solution in seconds.