Systematic Design of Decentralized Algorithms for Consensus Optimization

We propose a separation principle that enables a systematic way of designing decentralized algorithms used in consensus optimization. Specifically, we show that a decentralized optimization algorithm can be constructed by combining a non-decentralized base optimization algorithm and decentralized co...

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Veröffentlicht in:	IEEE control systems letters 2019-10, Vol.3 (4), p.966-971
1. Verfasser:	Han, Shuo
Format:	Artikel
Sprache:	eng
Schlagworte:	Convergence Heuristic algorithms Optimization Optimization algorithms Radio frequency robust control Steady-state Symmetric matrices Systematics
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