Robert van Steenbergen
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View article: The Stochastic Dynamic Postdisaster Inventory Allocation Problem with Trucks and UAVs
The Stochastic Dynamic Postdisaster Inventory Allocation Problem with Trucks and UAVs Open
Humanitarian logistics operations face increasing difficulties due to rising demands for aid in disaster areas. This paper investigates the dynamic allocation of scarce relief supplies across multiple affected districts over time. It intro…
View article: The Stochastic Dynamic Post-Disaster Inventory Allocation Problem with Trucks and UAVs
The Stochastic Dynamic Post-Disaster Inventory Allocation Problem with Trucks and UAVs Open
Humanitarian logistics operations face increasing difficulties due to rising demands for aid in disaster areas. This paper investigates the dynamic allocation of scarce relief supplies across multiple affected districts over time. It intro…
View article: Reinforcement learning for humanitarian relief distribution with trucks and UAVs under travel time uncertainty
Reinforcement learning for humanitarian relief distribution with trucks and UAVs under travel time uncertainty Open
Effective humanitarian relief operations are challenging in the aftermath of disasters, as trucks are often faced with considerable travel time uncertainties due to damaged transportation networks. Efficient deployment of Unmanned Aerial V…
View article: Network Generation for Simulation of Multimodal Logistics Systems
Network Generation for Simulation of Multimodal Logistics Systems Open
Simulation of multimodal logistics systems might require realistic modeling of the transportation networks (road, rail, air, and waterways), e.g., when evaluating the use of Automated Guided Vehicles (AGVs) on public roads or the combined …
View article: Forecasting demand profiles of new products
Forecasting demand profiles of new products Open
Nowadays, many companies face shorter product life cycles, increasing the need to properly forecast demand for newly introduced products. These forecasts allow them to support operational decisions, such as procurement and inventory contro…
View article: A synthetic data set with new product demand and characteristics
A synthetic data set with new product demand and characteristics Open
This is a synthetic data set with 2000 new products. The data set consists of product characteristics, 18 demand points, and the total demand. The data set has been created in such a way that there are links (with a certain level of noise)…