Time-varying multi-objective optimisation over switching graphs via fixed-time consensus algorithms

This paper considers distributed multi-objective optimisation problems with time-varying cost functions for network-connected multi-agent systems over switching graphs. The scalarisation approach is used to convert the problem into a weighted-sum objective. Fixed-time consensus algorithms are develo...

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Veröffentlicht in:	International journal of systems science Jg. 51; H. 15; S. 2793 - 2806
Hauptverfasser:	Li, Zhongguo, Ding, Zhengtao
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	London Taylor & Francis 17.11.2020 Taylor & Francis Ltd
Schlagworte:	Adaptive algorithms Algorithms Consensus Convergence Cost function distributed algorithm gradient descent Graphs multi-agent systems Multiagent systems Multiple objective analysis optimisation Pareto optimization Switching
ISSN:	0020-7721, 1464-5319
Online-Zugang:	Volltext
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