The cross-entropy method for power system combinatorial optimization problems

被引:22
作者
Ernst, Damien
Glavic, Mevludin
Stan, Guy-Bart
Mannor, Shie
Wehenkel, Louis
机构
来源
2007 IEEE LAUSANNE POWERTECH, VOLS 1-5 | 2007年
关键词
cross-entropy method; combinatorial optimization; power systems;
D O I
10.1109/PCT.2007.4538502
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
We present an application of a cross-entropy based combinatorial optimization method for solving some unit commitment problems. We report simulation results and analyze, under several perspectives (accuracy, computing times, ability to solve efficiently large-scale problems), the performances of the approach.
引用
收藏
页码:1290 / 1295
页数:6
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