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Abstract: The paper addresses the unit commitment problem in power
plant operation planning. For a real power system comprising coal and gas fired
thermal as well as pumped storage hydro plants a large-scale mixed integer optimization
model for unit commitment is developed. Then primal and dual approaches to solving
the optimization problem are presented and results of test runs are reported.