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Decentralized Pairwise-Workloads Balancing Algorithm for Networked Multi-agent Systems

  • Xiaochu Wang
  • , Qingrui Zhou
  • , Changhao Sun
  • , Huaxin Qiu
  • China Aerospace Science and Technology Corporation

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

摘要

This paper addresses the problem of allocating pairwise-workloads in networked multi-agent systems, where the cost of each agent increases linearly with the workload the agent takes on, aiming for balancing the costs of the agents over the network. To achieve this goal, we propose a pairwise balancing algorithm following a decentralized mechanism to locally coordinate the pairwise-workloads within each pair and to guarantee the coordination against infeasibility. Theoretical analyses reveal that the proposed algorithm converges and leads to a refined allocation with less difference of costs. Simulation examples are performed as well to demonstrate the effectiveness of the algorithm.

源语言英语
主期刊名Proceedings of the 40th Chinese Control Conference, CCC 2021
编辑Chen Peng, Jian Sun
出版商IEEE Computer Society
页5289-5294
页数6
ISBN(电子版)9789881563804
DOI
出版状态已出版 - 26 7月 2021
已对外发布是
活动40th Chinese Control Conference, CCC 2021 - Shanghai, 中国
期限: 26 7月 2021 → 28 7月 2021

丛书

姓名Chinese Control Conference, CCC
卷2021-July
ISSN(印刷版)1934-1768
ISSN(电子版)2161-2927

会议

会议40th Chinese Control Conference, CCC 2021
国家/地区中国
市Shanghai
时期26/07/21 → 28/07/21

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