Analysis of PDG, penalty-BFGS and KKT in economic dispatch problems

doi:10.1109/ICMCCE51767.2020.00488

科研成果详情

题名	Analysis of PDG, penalty-BFGS and KKT in economic dispatch problems
作者	Zhao，Qianyun 1; Ma，Enze 2
发表日期	2020-12-01
会议录名称	Proceedings - 2020 5th International Conference on Mechanical, Control and Computer Engineering, ICMCCE 2020
页码	2249-2254
摘要	For the past several decades, Economic Dispatch problem has been a hot topic in the field of mathematics. In general, Economic Dispatch problem can be regarded as a quadratic optimization problem in power system. This paper utilized projected gradient descent algorithm, penalty-BFGS algorithm and KKT conditions method, which can be used to minimize the cost function with equality constraints and inequality constraints, with an attempt to explain and address Economic Dispatch problem. Based on the three methods above, the corresponding results are presented and analyzed. The results demonstrated that the three algorithms have different performances. Each can solve the quadratic problem with efficiency to different degrees.
关键词	BFGS algorithm Economic dispatch KKT conditions Non-linear optimization PGD algorithm
DOI	10.1109/ICMCCE51767.2020.00488
URL	查看来源
语种	英语English
Scopus入藏号	2-s2.0-85106874938
引用统计	被引频次[WOS]：0 [WOS记录] [WOS相关记录]
文献类型	会议论文
条目标识符	https://repository.uic.edu.cn/handle/39GCC9TT/6123
专题	北师香港浸会大学
通讯作者	Zhao，Qianyun
作者单位	1.Department of Statistics,BNU-HKBU,United International College,Zhuhai,China 2.School of Computer and Information Technology,Beij ing Jiaotong University,Beijing,China
第一作者单位	北师香港浸会大学
通讯作者单位	北师香港浸会大学
推荐引用方式 GB/T 7714	Zhao，Qianyun,Ma，Enze. Analysis of PDG, penalty-BFGS and KKT in economic dispatch problems[C], 2020: 2249-2254.