Momentum-based distributed resource scheduling optimization subject to sector-bound nonlinearity and latency

• Published in: Systems & control letters Vol. 199; p. 106062
• Main Authors: Doostmohammadian, Mohammadreza, Gabidullina, Zulfiya R., Rabiee, Hamid R.
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.05.2025
• Subjects: Consensus; Convex analysis; Distributed constrained optimization; Graph theory; Resource scheduling and allocation; Distributed constrained optimization; Resource scheduling and allocation; Graph theory; Consensus; Convex analysis

This paper proposes an accelerated consensus-based distributed iterative algorithm for resource allocation and scheduling. The proposed gradient-tracking algorithm introduces an auxiliary variable to add momentum towards the optimal state. We prove that this solution is all-time feasible, implying t...