A hybrid mathematical model of collective motion under alignment and chemotaxis
arXiv:1507.02980 · doi:10.3934/dcdsb.2019189
Abstract
In this paper we propose and study a hybrid discrete in continuous mathematical model of collective motion under alignment and chemotaxis effect. Starting from the paper by Di Costanzo et al (2015a), in which the Cucker-Smale model (Cucker and Smale, 2007) was coupled with other cell mechanisms, to describe the cell migration and self-organization in the zebrafish lateral line primordium, we introduce a simplified model in which the coupling between an alignment and chemotaxis mechanism acts on a system of interacting particles. In particular we rely on a hybrid description in which the agents are discrete entities, while the chemoattractant is considered as a continuous signal. The proposed model is then studied both from an analytical and a numerical point of view. From the analytic point of view we prove, globally in time, existence and uniqueness of the solution. Then, the asymptotic behaviour of a linearised version of the system is investigated. Through a suitable Lyapunov functional we show that for , the migrating aggregate exponentially converges to a state in which all the particles have a same position with zero velocity. Finally, we present a comparison between the analytical findings and some numerical results, concerning the behaviour of the full nonlinear system.
References in corpus (11)
- Novel type of phase transition in a system of self-driven particles
- Interaction Ruling Animal Collective Behaviour Depends on Topological rather than Metric Distance: Evidence from a Field Study
- How simple rules determine pedestrian behavior and crowd disasters
- Onset of collective and cohesive motion
- Phase transition in the collective migration of tissue cells: experiment and model
- Moving and staying together without a leader
- Active Walker Model for the Formation of Human and Animal Trail Systems
- Pedestrian flows in bounded domains with obstacles
- Non-local first-order modelling of crowd dynamics: a multidimensional framework with applications
- A hybrid mathematical model for self-organizing cell migration in the zebrafish lateral line
- Differentiated cell behavior: a multiscale approach using measure theory