2 citations · 4 across the 3 of their papers we have counts for
3 papers
Surrogate-Based Optimization Techniques for Process Systems Engineering
Mathias Neufang, Emma Pajak, Damien van de Berg +2
Optimization plays an important role in chemical engineering, impacting cost-effectiveness, resource utilization, product quality, and process sustainability metrics. This chapter…
Hierarchical planning-scheduling-control -- Optimality surrogates and derivative-free optimization
Damien van de Berg, Nilay Shah, Ehecatl Antonio del Rio-Chanona
Planning, scheduling, and control typically constitute separate decision-making units within chemical companies. Traditionally, their integration is modelled sequentially, but rece…
An Analysis of Multi-Agent Reinforcement Learning for Decentralized Inventory Control Systems
Marwan Mousa, Damien van de Berg, Niki Kotecha +2
Most solutions to the inventory management problem assume a centralization of information that is incompatible with organisational constraints in real supply chain networks. The in…