Fast distributed Lagrange dual method based on accelerated gradients for economic dispatch of microgrids

Distributed optimization algorithms have long been criticized due to their slow convergence rates mostly caused by fixed step-sizes. In this paper, a fast distributed Lagrange dual method (FDLDM) has been proposed, where the Nesterov accelerated gradient is integrated and dynamic step-sizes are empl...

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Bibliographic Details
Main Authors: Kunming Wu, Qiang Li, Jiayang Lin, Yongli Yi, Ziyu Chen, Minyou Chen
Format: Article
Language:English
Published: Elsevier 2020-12-01
Series:Energy Reports
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484720315882