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Is it possible to solve a linear program with an active set method? If so what would be the similarities and differences to the simplex method?
Yes, it would be called the Simplex algorithm.
An active set method for solving Quadratic Programming problems is often called a "Simplex algorithm" (which is as opposed to an Interior Point method).
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