Active walker model for the formation of human and animal trail systems
- 1 September 1997
- journal article
- research article
- Published by American Physical Society (APS) in Physical Review E
- Vol. 56 (3) , 2527-2539
- https://doi.org/10.1103/physreve.56.2527
Abstract
Active walker models have recently proved their great value for describing the formation of clusters, periodic patterns, and spiral waves as well as the development of rivers, dielectric breakdown patterns, and many other structures. It is shown that they also allow one to simulate the formation of trail systems by pedestrians and ants, yielding a better understanding of human and animal behavior. A comparison with empirical material shows a good agreement between model and reality. Our trail formation model includes an equation of motion, an equation for environmental changes, and an orientation relation. It contains some model functions, which are specified according to the characteristics of the considered animals or pedestrians. Not only the kind of environmental changes differs: Whereas pedestrians leave footprints on the ground, ants produce chemical markings for their orientation. Nevertheless, it is more important that pedestrians steer towards a certain destination, while ants usually find their food sources by chance, i.e., they reach their destination in a stochastic way. As a consequence, the typical structure of the evolving trail systems depends on the respective species. Some ant species produce a dendritic trail system, whereas pedestrians generate a minimal detour system. The trail formation model can be used as a tool for the optimization of pedestrian facilities: It allows urban planners to design convenient way systems which actually meet the route choice habits of pedestrians.Keywords
All Related Versions
This publication has 32 references indexed in Scilit:
- Active walker models for complex systemsChaos, Solitons, and Fractals, 1995
- Thermal and repulsive traffic flowPhysical Review E, 1995
- Dynamical model of traffic congestion and numerical simulationPhysical Review E, 1995
- Kinetics of clustering in traffic flowsPhysical Review E, 1994
- Spatial Model of Movement and Foraging in Harvester Ants (Pogonomyrmex) (I): The Roles of Memory and CommunicationJournal of Theoretical Biology, 1994
- Phase transitions in two-dimensional traffic-flow modelsPhysical Review E, 1993
- Jamming transition in the traffic-flow model with two-level crossingsPhysical Review E, 1993
- Self-organization and a dynamical transition in traffic-flow modelsPhysical Review A, 1992
- Reinforced random walkProbability Theory and Related Fields, 1990
- The blind leading the blind: Modeling chemically mediated army ant raid patternsJournal of Insect Behavior, 1989