Route choice through regions by pedestrian agents

Publication date

2019-09-01

Authors

Filomena, Gabriele
Manley, Ed
Verstegen, Judith A.ORCID 0000-0002-9082-4323ISNI 0000000492959832

Editors

Timpf, Sabine
Schlieder, Christoph
Kattenbeck, Markus
Ludwig, Bernd
Stewart, Kathleen

Advisors

Supervisors

Document Type

Part of book
Open Access logo

License

Abstract

Simulation models for pedestrian movement are valuable tools to support decision-making processes in urban design. However, existing models of pedestrian behaviour are built on simplistic assumptions regarding people's representation of the urban space and spatial behaviour. In this work, a route-choice algorithm that takes into account regionalisation processes and the hierarchical organisation of geographical elements is adapted for pedestrian movement and incorporated into an agent-based model. The macro-level patterns emerging from two scenarios, one employing an angular-change minimisation algorithm and the other employing the regional algorithm here proposed, are compared for a case study in London, UK. Our routing algorithm led agents to recur to a higher number of street segments, i.e. routes were more diverse among agents. Though validation has not yet been performed, we deem the patterns resulting from the regional algorithm more plausible.

Keywords

Agent-based modelling, Cognitive maps, Cognitive regions, Lynch, Pedestrians, Street network, Software

Citation

Filomena, G, Manley, E & Verstegen, J A 2019, Route choice through regions by pedestrian agents. in S Timpf, C Schlieder, M Kattenbeck, B Ludwig & K Stewart (eds), 14th International Conference on Spatial Information Theory, COSIT 2019. vol. 142, 5, LIPIcs - Leibniz International Proceedings in Informatics, vol. 142, Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 14th International Conference on Spatial Information Theory, COSIT 2019, Regensburg, Germany, 9/09/19. https://doi.org/10.4230/LIPIcs.COSIT.2019.5, conference