IEEE Transactions on Power Systems · 1991 · 308 citations · 8 references
Mathematical ProgrammingEngineeringDynamic Resource AllocationWindow Dynamic ProgrammingHeuristic ImprovementOptimal System DesignOperations ResearchIntelligent Dynamic ProgrammingSystems EngineeringCombinatorial OptimizationOptimizationQuantitative ManagementDynamic OptimizationComputer EngineeringComputer ScienceInteger ProgrammingUnit CommitmentVariable Window SizeEnergy ManagementScheduling ProblemDynamic ProgrammingResource Optimization
A heuristic improvement of the truncated window dynamic programming has been studied for the unit commitment application. The proposed method employs a variable window size according to load demand increments, and corresponding experimental results indicate a substantial saving in the computation time without sacrificing the quality of the solution. An iterative process for the number of strategies saved in every stage is incorporated to fine tune the optimal solution.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>
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