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...

Celý popis

Podrobná bibliografia

Vydané v:	International journal of systems science Ročník 51; číslo 15; s. 2793 - 2806
Hlavní autori:	Li, Zhongguo, Ding, Zhengtao
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	London Taylor & Francis 17.11.2020 Taylor & Francis Ltd
Predmet:	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
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!