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Discrete and continuous models of the dynamics of pelagic fish: application to the capelin
Alethea Barbaro, Center for Complex and Nonlinear Science and Department of Mathematics, UC Santa Barbara, CA 93106-3080, USA
Kirk Taylor, San Marcos High School, Santa Barbara, CA 93116, USA
Peterson F. Trethewey, Dept. of Math. UC Santa Barbara, CA 93106-3080, USA
Lamia Youseff, Dept. of Computer Science, UC Santa Barbara, CA 93106-5119, USA
Bjorn Birnir, Center for Complex and Nonlinear Science and Dept. of Mathematics, Santa Barbara, CA 93106-3080, USA
ABSTRACT: In this paper, we study simulations of the schooling and swarming behavior of a mathematical
model for the motion of pelagic fish. We use a derivative of a discrete model of
interacting particles originated by Vicsek, Czir´ok et al. [6] [5] [23] [24]. Recently, a system
of ODEs was derived from this model [2], and using these ODEs, we find transitory
and long-term behavior of the discrete system. In particular, we numerically find stationary,
migratory, and circling behavior in both the discrete and the ODE model and two types of
swarming behavior in the discrete model. The migratory solutions are numerically stable
and the circling solutions are metastable. We find a stable circulating ring solution of the
discrete system where the fish travel in opposite directions within an annulus. We also find
the origin of noise-driven swarming when repulsion and attraction are absent and the fish
interact solely via orientation.
SUGGESTED CITATION: Alethea Barbaro, Kirk Taylor, Peterson F. Trethewey, Lamia Youseff, and Bjorn Birnir,
"Discrete and continuous models of the dynamics of pelagic fish: application to the capelin"
(January 24, 2008).
Center for Complex and Nonlinear Science.
Paper Bio3.
http://repositories.cdlib.org/cnls/Bio3
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