An Improved MIP Formulation for the Unit Commitment Problem
نویسندگان
چکیده
In this paper, we present an MIP formulation for the Unit Commitment problem that leads to significant computational time savings and almost-integral solutions when compared to the state-of-the-art formulations in the literature. Using a variety of test instances from the literature, we provide empirical evidence that the polyhedral structure of the new formulation is tighter than the polyhedral structure of the state-of-theart formulation. An important consequence of the new formulation is that it allows us to solve real-life instances of the problem in less than ten minutes on an ordinary desktop PC. In comparison, the state-ofthe-art formulation is unable to provide a provably optimal solution in two hours of computing time on the same machine.
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تاریخ انتشار 2015