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ISYE 6661. Optimization I: Linear Programming. 4 Credit Hours.

Theory, algorithms, and applications of linear programming. Topics include the simplex method and resolution of degeneracy, duality and sensitivity analysis, basis factorization, the dual and revised simplex methods, and geometry of polyhedra. Intended for Ph.D. students.

Doctor of Philosophy with a major in Machine Learning

http://www.catalog.gatech.edu/programs/machine-learning-phd/

...Applications ISYE 6661, Linear Optimization ISYE 6663, Nonlinear Optimization ISYE 6669, Deterministic Optimization ISYE 7683...