Search Results - "Gradient tracking algorithm"

A consensus algorithm based on multi-agent system with state noise and gradient disturbance for distributed convex optimization by Meng, Xiwang, Liu, Qingshan

“…Almost all systems are inevitably subject to various uncertainties or disturbances from the external environment in practical applications…”
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Momentum-based distributed resource scheduling optimization subject to sector-bound nonlinearity and latency by Doostmohammadian, Mohammadreza, Gabidullina, Zulfiya R., Rabiee, Hamid R.

“… The proposed gradient-tracking algorithm introduces an auxiliary variable to add momentum towards the optimal state…”
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An Enhanced Distributed Optimization Subject to Multiple Constraints: A Case Study on Entire Ethylene Separation Process by Liu, Bing, Du, Wenli, Li, Zhongmei

“… In particular, the adapt-then-combine distributed inexact gradient tracking algorithm (ATC-DIGing-MC) is developed for smooth and strongly convex local functions with multiple constraints…”
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