An anti-consensus strategy based on continuous perturbation updates in opposite directions

• Published in: Journal of high speed networks Vol. 29; no. 1; pp. 15 - 25
• Main Authors: Xie, Yujie, Liang, Xintong, Huang, Yifan, Hou, Jian, Jia, Yubo
• Format: Journal Article
• Language: English
• Published: London, England SAGE Publications 01.01.2023; Sage Publications Ltd
• Subjects: Algorithms; Convergence; Fault tolerance; Identification methods; Machine learning; Multiagent systems; Nodes; Perturbation; Wireless networks; Wireless sensor networks; Multi-agent system; CNN; Q-consensus
• ISSN: 0926-6801; 1875-8940
• DOI: 10.3233/JHS-220001

In modern society, multi-agent consensus is applied in many applications such as distributed machine learning, wireless sensor networks and so on. However, some agents might behave abnormally subject to external attack or internal faults, and thus fault-tolerant consensus problem is studied recently...