The measurement of complexity is a metric that can be used as a restructuring parameter in a production system, and it is also useful for the analysis of improvements based on the …
Teams of autonomous unmanned aircraft can be used to monitor wildfires, enabling firefighters to make informed decisions. However, controlling multiple autonomous fixed …
D Preil, M Krapp - Annals of Operations Research, 2022 - Springer
The coordination of order policies constitutes a great challenge in supply chain inventory management as various stochastic factors increase its complexity. Therefore, analytical …
RN Haksar, M Schwager - 2018 IEEE/RSJ International …, 2018 - ieeexplore.ieee.org
This paper proposes a distributed deep reinforcement learning (RL) based strategy for a team of Unmanned Aerial Vehicles (UAVs) to autonomously fight forest fires. We first model …
Wildfires can pose a major threat to the secure operation of power networks. Chile, California, and Australia have suffered from recent wildfires that have induced considerable …
Industrial electric power grid operation subject to an extreme event requires decision making by human operators under stressful conditions. Decision making using system data …
TY Ma, Y Fang - European Transport Research Review, 2022 - Springer
The accelerated electrification of transport systems with EVs has brought new challenges for charging scheduling, fleet management, and charging infrastructure location and …
A stochastic resource allocation model, based on the principles of Markov decision processes (MDPs), is proposed in this paper. In particular, a general-purpose framework is …
F Xie, H Li, Z Xu - Applied Mathematical Modelling, 2021 - Elsevier
We study the stochastic resource-constrained project scheduling problem with uncertain resource availability, called SRCPSP-URA, and model it as a sequential decision problem …