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Simplex Algorithm, and Duality. Applications of Linear Programming: regression, classification and other engineering applications. Integer Linear Programming: Basics, Branch-and-Bound, Cutting Plane ...
The book also addresses linear programming duality theory and its use in algorithm design as well as the Dual Simplex Method ... story of how to both model and solve optimization problems by ...