TY - CHAP
T1 - Kinetic models for pattern formation in animal aggregations
T2 - a symmetry and bifurcation approach
AU - Buono, Pietro-Luciano
AU - Eftimie, Raluca
AU - Kovacic, Mitchell
AU - van Veen, Lennaert
N1 - PLB and LvV acknowledge the financial support from NSERC in the form of a Discovery Grant
PY - 2019
Y1 - 2019
N2 - In this study we start by reviewing a class of 1D hyperbolic/kinetic models (with two velocities) used to investigate the collective behaviour of cells, bacteria or animals. We then focus on a restricted class of nonlocal models that incorporate various inter-individual communication mechanisms, and discuss how the symmetries of these models impact the various types of spatially-heterogeneous and spatially-homogeneous equilibria exhibited by these nonlocal models. In particular, we characterise a new type of equilibria that was not discussed before for this class of models, namely a relative equilibria. Then we simulate numerically these models and show a variety of spatio-temporal patterns (including classic equilibria and relative equilibria) exhibited by these models. We conclude by introducing a continuation algorithm (which takes into account the models symmetries) that allows us to track the solutions bifurcating from these different equilibria. Finally, we apply this algorithm to identify a D3-symmetric steady-state solution.
AB - In this study we start by reviewing a class of 1D hyperbolic/kinetic models (with two velocities) used to investigate the collective behaviour of cells, bacteria or animals. We then focus on a restricted class of nonlocal models that incorporate various inter-individual communication mechanisms, and discuss how the symmetries of these models impact the various types of spatially-heterogeneous and spatially-homogeneous equilibria exhibited by these nonlocal models. In particular, we characterise a new type of equilibria that was not discussed before for this class of models, namely a relative equilibria. Then we simulate numerically these models and show a variety of spatio-temporal patterns (including classic equilibria and relative equilibria) exhibited by these models. We conclude by introducing a continuation algorithm (which takes into account the models symmetries) that allows us to track the solutions bifurcating from these different equilibria. Finally, we apply this algorithm to identify a D3-symmetric steady-state solution.
UR - http://www.scopus.com/inward/record.url?scp=85071356572&partnerID=8YFLogxK
U2 - 10.1007/978-3-030-20297-2_2
DO - 10.1007/978-3-030-20297-2_2
M3 - Chapter (peer-reviewed)
SN - 9783030202965
VL - 2
T3 - Modeling and Simulation in Science, Engineering and Technology
SP - 39
EP - 64
BT - Active Particles, Volume 2
A2 - Bellomo, N.
A2 - Degond, P.
A2 - Tadmor, E.
PB - Birkhauser
CY - Switzerland
ER -