Northwestern University 1 credit Industrial Engineering & Management Sciences
Algorithms for large-scale optimization. Ellipsoid method and complexity of linear programming; equivalence of separation and optimization; path-following interior point methods, including self-dual methods; decomposition algorithms, including column generation and row generation for linear, nonlinear, and integer programming; selected applications. Prerequisite: Graduate students who have completed IEMS 450-1.
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