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Research on the Convergent Performance of the Auxiliary Problem Principle Based Distributed and Parallel Optimization Algorithm

Authors: Lixia Cao; Yan Sun; Xingong Cheng; Baoliang Qi; Quanmin Li;

Research on the Convergent Performance of the Auxiliary Problem Principle Based Distributed and Parallel Optimization Algorithm

Abstract

The convergent performance of the auxiliary problem principle based distributed and parallel optimization algorithm (APPBDPOA) is dependent on its parameters and power network partition. Because of the complexity of the optimal power flow, it is difficult to obtain the sufficient and necessary conditions of convergence for APPBDPOA in theory. In this paper the convergent performance of APPBDPOA is studied through large numbers of tests. The relations between parameters and convergent performance and the influence of the power network partition on convergent speed are discussed. The conclusions can guide the parameter evaluation, which is significant for optimizing the power network partition and further speeding up APPBDPOA.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
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