Recommended readings¶
Crooks, A., Malleson, N., Manley, E., Heppenstall, A., (2019). Agent-Based Modelling and Geographical Information Systems, 1st ed, Spatial Analytics and GIS. SAGE Publications.
Heppenstall, A.J., Crooks, A.T., See, L.M. and Batty, M. eds., (2011). Agent-based models of geographical systems. Springer Science & Business Media.
Macal, C.M. and North, M.J., 2010. Tutorial on agent-based modelling and simulation. Journal of simulation, 4(3), pp.151-162
Galán, J. M., Izquierdo, L. R., Izquierdo, S. S., Santos, J. I., Del Olmo, R., López-Paredes, A., & Edmonds, B. (2009). Errors and artefacts in agent-based modelling. Journal of Artificial Societies and Social Simulation, 12(1), 1.
Bouarfa, S., Blom, H. A., Curran, R., & Everdij, M. H. (2013). Agent-based modeling and simulation of emergent behavior in air transportation. Complex Adaptive Systems Modeling, 1(1), 1-26.
Polhill, G., & Salt, D. (2017). The importance of ontological structure: why validation by ‘fit-to-data’is insufficient. In Simulating social complexity (pp. 141-172). Springer, Cham.
Kazil, J., Masad, D., Crooks, A., (2020). Utilizing Python for Agent-Based Modeling: The Mesa Framework. In: Thomson R., Bisgin H., Dancy C., Hyder A., Hussain M. (eds) Social, Cultural, and Behavioral Modeling. SBP-BRiMS 2020. Lecture Notes in Computer Science, vol 12268. Springer, Cham
Owen, A., Heppenstall, A., (2018). Making the case for simulation: Unlocking carbon reduction through simulation of individual “middle actor” behaviour. Environ. Plan. B Urban Anal. City Sci. 1–16.
Ying, F., O’Clery, N., 2021. Modelling COVID-19 transmission in supermarkets using an agent-based model. PLOS ONE 16, e0249821.