2 papers
math.OC2022
Robustness and Convergence Analysis of First-Order Distributed Optimization Algorithms over Subspace Constraints
Dennis J. Marquis, Dany Abou Jaoude, Mazen Farhood +1
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 constra…
math.OC2017
Balanced Truncation Model Reduction of Nonstationary Systems Interconnected over Arbitrary Graphs
Dany Abou Jaoude, Mazen Farhood
This paper deals with the balanced truncation model reduction of discrete-time, linear time-varying, heterogeneous subsystems interconnected over finite arbitrary directed graphs.…