46 citations · 414 across the 52 of their papers we have counts for
3 papers · 1 filter
Graph-Based Modeling and Simulation of Complex Systems
Jordan Jalving, Yankai Cao, Victor M. Zavala
We present graph-based modeling abstractions to represent cyber-physical dependencies arising in complex systems. Specifically, we propose an algebraic graph abstraction to capture…
Decentralized Schemes with Overlap for Solving Graph-Structured Optimization Problems
Sungho Shin, Victor M. Zavala, Mihai Anitescu
We present a new algorithmic paradigm for the decentralized solution of graph-structured optimization problems that arise in the estimation and control of network systems. A key an…
Hierarchical MPC Schemes for Periodic Systems using Stochastic Programming
Ranjeet Kumar, Michael J. Wenzel, Matthew J. Ellis +3
We show that stochastic programming (SP) provides a framework to design hierarchical model predictive control (MPC) schemes for periodic systems. This is based on the observation t…