2 papers
cs.LG2024
Generating Origin-Destination Matrices in Neural Spatial Interaction Models
Ioannis Zachos, Mark Girolami, Theodoros Damoulas
Agent-based models (ABMs) are proliferating as decision-making tools across policy areas in transportation, economics, and epidemiology. In these models, a central object of intere…
cs.MA2024
A multi-objective combinatorial optimisation framework for large scale hierarchical population synthesis
Imran Mahmood, Nicholas Bishop, Anisoara Calinescu +2
In agent-based simulations, synthetic populations of agents are commonly used to represent the structure, behaviour, and interactions of individuals. However, generating a syntheti…