Hamiltonian Limits and Subharmonic Resonance
in Models of Population Fluctuations
Aaron Alan King, Ph.D.
The University of Arizona, 1999
Abstract
It is shown that the dynamics of models of predator-prey
interactions in the presence of seasonality are profoundly
structured by Hamiltonian limits, i.e., limiting cases where the
flow satisfies Hamilton's canonical equations of motion. We discuss
the dynamics at nonintegrable Hamiltonian limits, focusing on the
existence of subharmonic periodic orbits, which correspond to
multi-annual fluctuations. Perturbing away from a Hamiltonian
limit, subharmonic periodic orbits are annihilated in tangent
bifurcations, which compose the boundaries of resonance horns. All
resonance horns emanate from the Hamiltonian limit and penetrate
well into the realm of biologically-realistic parameter values.
There, they indicate the ``color'' of the dynamics, i.e., the
spectrum of dominant frequencies, whether the dynamics be regular
or chaotic. Our observations provide both an account of the phase
coherence often observed in population dynamics and a method for
investigating more complex models of predator-prey dynamics, which
may involve multiple Hamiltonian limits.
This method is applied to the celebrated problem of the cyclic
fluctuations of boreal hare populations. We
present a model of the population dynamics of the boreal forest
community based on known demographic mechanisms and parameterized
entirely by measurements reported in the literature. The
aforementioned method reveals the geometry potentially underlying
the observed fluctuations. The model is quantitatively consistent
with observed fluctuations. We derive specific, testable
predictions of the model relating to the roles of herbivore
functional response, browse abundance and regeneration, starvation
mortality, and composition of the predator complex.
Electronic versions of this dissertation are available. Please
contact me at aaron.king@umich.edu if you would like
a copy.