The primal-dual-ipm project offers a scientific implementation and evaluation of primal-dual interior point methods for linear programming. This includes Mehrotra’s predictor-corrector algorithm. The ...
Roughly, we will cover the following topics (some of them may be skipped depending on the time available). Linear Programming: Basics, Simplex Algorithm, and Duality. Applications of Linear ...
Many inference problems with discrete variables result in a difficult combinatorial optimization problem. In recent years, the technique of dual decomposition, also called Lagrangian relaxation, has ...
Extreme Points,Acyclic Graph,Arc Length,Assignment Problem,Basic Solution,Combinatorial Problem,Completion Time,Concave Function,Convex Hull,Cutting-plane,Cyclic ...
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