15 citations · 29 across the 10 of their papers we have counts for
32 papers
Network Design against the Bullwhip Effect in Complex Supply Chains
Lauren Bogo, Dominic Liao-McPherson
This paper studies the bullwhip effect, the amplification of demand fluctuations into larger order fluctuations upstream, in supply chain networks where each firm orders from sever…
Iterative Learning Control of the Cooling Rate in a Dual-Laser Powder Bed Fusion Process
Lauren Bogo, Adam Clare, Dominic Liao-McPherson
The thermal history of the melt pool in laser powder bed fusion (LPBF) additive manufacturing processes governs the solidification microstructure and the mechanical properties of t…
A Semi-smooth Newton Method for the Constrained Optimal Control of Continuous-Time Linear Systems
Simon J. Jones, Dominic Liao-McPherson, Marco M. Nicotra
This paper details a novel indirect method for solving constrained optimal control problems (OCPs) directly in continuous-time function space. The KKT conditions are embedded in a…
Inexact Policy Iteration Methods for Large-Scale Markov Decision Processes
Matilde Gargiani, Robin Sieber, Efe Balta +2
We consider inexact policy iteration methods for large-scale infinite-horizon discounted MDPs with finite spaces, a variant of policy iteration where the policy evaluation step is…
Stability Certificates for Receding Horizon Games
Sophie Hall, Giuseppe Belgioioso, Florian Dörfler +1
Game-theoretic MPC (or Receding Horizon Games) is an emerging control methodology for multi-agent systems that generates control actions by solving a dynamic game with coupling con…
Receding Horizon Games for Modeling Competitive Supply Chains
Sophie Hall, Laura Guerrini, Florian Dörfler +1
The vast majority of products we use daily are supplied to us through complex global supply chains that transform raw materials into finished goods and distribute them to end consu…