Výsledky vyhledávání - "Jaoude, Dany Abou"

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Robustness and Convergence Analysis of First-Order Distributed Optimization Algorithms over Subspace Constraints

Autor: Marquis, Dennis J., Jaoude, Dany Abou, Farhood, Mazen, Woolsey, Craig A.

This paper extends algorithms that remove the fixed point bias of decentralized gradient descent to solve the more general problem of distributed optimization over subspace constraints. Leveraging the integral quadratic constraint framework, we analy

Externí odkaz: http://arxiv.org/abs/2210.16277

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Model Reduction of Consensus Network Systems via Selection of Optimal Edge Weights and Nodal Time-Scales

Autor: Sabbagh, Ralph, Jaoude, Dany Abou

This paper proposes model reduction approaches for consensus network systems based on a given clustering of the underlying graph. Namely, given a consensus network system of time-scaled agents evolving over a weighted undirected graph and a graph clu

Externí odkaz: http://arxiv.org/abs/2203.14377

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$\mathcal{H}_\infty$ Network Optimization for Edge Consensus

Autor: Farhat, Omar, Jaoude, Dany Abou, de Badyn, Mathias Hudoba

This paper examines the $\mathcal{H}_\infty$ performance problem of the edge agreement protocol for networks of agents operating on independent time scales, connected by weighted edges, and corrupted by exogenous disturbances. $\mathcal{H}_\infty$-no

Externí odkaz: http://arxiv.org/abs/2107.02595

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Balanced Truncation Model Reduction of Nonstationary Systems Interconnected over Arbitrary Graphs

Autor: Jaoude, Dany Abou, Farhood, Mazen

This paper deals with the balanced truncation model reduction of discrete-time, linear time-varying, heterogeneous subsystems interconnected over finite arbitrary directed graphs. The information transfer between the subsystems is subject to a commun

Externí odkaz: http://arxiv.org/abs/1708.03828

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