Entropy satisfying schemes for computing selection dynamics in competitive interactions

Hailiang Liu Mathematics Department, Iowa State University, Ames, IA 50011 Wenli Cai Department of Mathematics, China University of Mining and Technology, Beijing 100083, China Ning Su Department of Mathematical Sciences, Tsinghua University, Beijing 100084, China

Numerical Analysis and Scientific Computing mathscidoc:1609.25015

SIAM J. NUMER. ANAL., 53, (3), 1393-1417, 2015
In this paper, we present entropy satisfying schemes for solving an integro-differential equation that describes the evolution of a population structured with respect to a continuous trait. In [P.-E. Jabin and G. Raoul, J. Math. Biol., 63 (2011), pp. 493–517] solutions are shown to converge toward the so-called evolutionary stable distribution (ESD) as time becomes large, using the relative entropy. At the discrete level, the ESD is shown to be the solution to a quadratic programming problem and can be computed by any well-established nonlinear programing algorithm. The schemes are then shown to satisfy the entropy dissipation inequality on the set where initial data are positive and the numerical solutions tend toward the discrete ESD in time. An alternative algorithm is presented to capture the global ESD for nonnegative initial data, which is made possible due to the mutation mechanism built into the modified scheme. A series of numerical tests are given to confirm both accuracy and the entropy satisfying property and to underline the efficiency of capturing the large time asymptotic behavior of numerical solutions in various settings.
selection dynamics, evolutionary stable distribution, relative entropy, positivity
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@inproceedings{hailiang2015entropy,
  title={ENTROPY SATISFYING SCHEMES FOR COMPUTING SELECTION DYNAMICS IN COMPETITIVE INTERACTIONS},
  author={Hailiang Liu, Wenli Cai, and Ning Su},
  url={http://archive.ymsc.tsinghua.edu.cn/pacm_paperurl/20160919170540576853018},
  booktitle={SIAM J. NUMER. ANAL.},
  volume={53},
  number={3},
  pages={1393-1417},
  year={2015},
}
Hailiang Liu, Wenli Cai, and Ning Su. ENTROPY SATISFYING SCHEMES FOR COMPUTING SELECTION DYNAMICS IN COMPETITIVE INTERACTIONS. 2015. Vol. 53. In SIAM J. NUMER. ANAL.. pp.1393-1417. http://archive.ymsc.tsinghua.edu.cn/pacm_paperurl/20160919170540576853018.
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