7 citations · 22 across the 17 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
math.OC2019
Analysis and Design of First-Order Distributed Optimization Algorithms over Time-Varying Graphs
Akhil Sundararajan, Bryan Van Scoy, Laurent Lessard
This work concerns the analysis and design of distributed first-order optimization algorithms over time-varying graphs. The goal of such algorithms is to optimize a global function…
math.OC2019★ 7 cited
A Distributed Optimization Algorithm over Time-Varying Graphs with Efficient Gradient Evaluations
Bryan Van Scoy, Laurent Lessard
We propose an algorithm for distributed optimization over time-varying communication networks. Our algorithm uses an optimized ratio between the number of rounds of communication a…
eess.SY2019
Integral Quadratic Constraints: Exact Convergence Rates and Worst-Case Trajectories
Bryan Van Scoy, Laurent Lessard
We consider a linear time-invariant system in discrete time where the state and input signals satisfy a set of integral quadratic constraints (IQCs). Analogous to the autonomous li…