Non-Hermitian Localization and Population Biology

The time evolution of spatial fluctuations in inhomogeneous d-dimensional biological systems is analyzed. A single species continuous growth model, in which the population disperses via diffusion and convection is considered. Time-independent environmental heterogeneities, such as a random distribut...

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Main Authors Nelson, David R, Shnerb, Nadav M
Format Journal Article
LanguageEnglish
Published 10.08.1997
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DOI10.48550/arxiv.cond-mat/9708071

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Abstract The time evolution of spatial fluctuations in inhomogeneous d-dimensional biological systems is analyzed. A single species continuous growth model, in which the population disperses via diffusion and convection is considered. Time-independent environmental heterogeneities, such as a random distribution of nutrients or sunlight are modeled by quenched disorder in the growth rate. Linearization of this model of population dynamics shows that the fastest growing localized state dominates in a time proportional to a power of the logarithm of the system size. Using an analogy with a Schrodinger equation subject to a constant imaginary vector potential, we propose a delocalization transition for the steady state of the nonlinear problem at a critical convection threshold separating localized and extended states. In the limit of high convection velocity, the linearized growth problem in $d$ dimensions exhibits singular scaling behavior described by a (d-1)-dimensional generalization of the noisy Burgers' equation, with universal singularities in the density of states associated with disorder averaged eigenvalues near the band edge in the complex plane. The Burgers mapping leads to unusual transverse spreading of convecting delocalized populations.
AbstractList The time evolution of spatial fluctuations in inhomogeneous d-dimensional biological systems is analyzed. A single species continuous growth model, in which the population disperses via diffusion and convection is considered. Time-independent environmental heterogeneities, such as a random distribution of nutrients or sunlight are modeled by quenched disorder in the growth rate. Linearization of this model of population dynamics shows that the fastest growing localized state dominates in a time proportional to a power of the logarithm of the system size. Using an analogy with a Schrodinger equation subject to a constant imaginary vector potential, we propose a delocalization transition for the steady state of the nonlinear problem at a critical convection threshold separating localized and extended states. In the limit of high convection velocity, the linearized growth problem in $d$ dimensions exhibits singular scaling behavior described by a (d-1)-dimensional generalization of the noisy Burgers' equation, with universal singularities in the density of states associated with disorder averaged eigenvalues near the band edge in the complex plane. The Burgers mapping leads to unusual transverse spreading of convecting delocalized populations.
Author Nelson, David R
Shnerb, Nadav M
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BackLink https://doi.org/10.48550/arXiv.cond-mat/9708071$$DView paper in arXiv
https://doi.org/10.1103/PhysRevE.58.1383$$DView published paper (Access to full text may be restricted)
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Snippet The time evolution of spatial fluctuations in inhomogeneous d-dimensional biological systems is analyzed. A single species continuous growth model, in which...
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SubjectTerms Physics - Disordered Systems and Neural Networks
Physics - Statistical Mechanics
Quantitative Biology - Biomolecules
Quantitative Biology - Cell Behavior
Quantitative Biology - Genomics
Quantitative Biology - Molecular Networks
Quantitative Biology - Neurons and Cognition
Quantitative Biology - Other
Quantitative Biology - Populations and Evolution
Quantitative Biology - Quantitative Methods
Quantitative Biology - Subcellular Processes
Quantitative Biology - Tissues and Organs
Title Non-Hermitian Localization and Population Biology
URI https://arxiv.org/abs/cond-mat/9708071
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