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  • 标题:Constrained Primal-Dual Dynamics for QCQP with Applications to Economic Dispatch
  • 本地全文:下载
  • 作者:Munyoung Kim ; Ambrose A. Adegbege
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2017
  • 卷号:50
  • 期号:2
  • 页码:215-220
  • DOI:10.1016/j.ifacol.2017.12.039
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractWe develop concise primal-dual dynamics for a class of Quadratically Constrained Quadratic Programming problems in power system optimization. Using a constrained La-grangian reformulation of the problem and the classical stability result of Lyapunov, we establish the asymptotic convergence of the primal-dual dynamics. We demonstrate the efficiency of the proposed method on an economic power dispatch problem with transmission losses and we suggest a neural network architecture for real-time optimization.
  • 关键词:KeywordsEconomic DispatchPrimal-Dual DynamicsConstrained OptimizationQuadratically Constrained Quadratic Programming
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