The stochastic Fisher-KPP Equation with seed bank and on/off branching coalescing Brownian motion

被引:9
|
作者
Blath, Jochen [1 ]
Hammer, Matthias [1 ]
Nie, Florian [1 ]
机构
[1] Tech Univ Berlin, Str 17 Juni 136, D-10623 Berlin, Germany
来源
STOCHASTICS AND PARTIAL DIFFERENTIAL EQUATIONS-ANALYSIS AND COMPUTATIONS | 2023年 / 11卷 / 02期
关键词
Fisher-Kolmogoroff-Petrovski-Piscounov; Traveling wave; Duality; Dormancy; Seed bank; On/off branching Brownian motion; Delay spde; UNIQUENESS; FRONTIER;
D O I
10.1007/s40072-022-00245-x
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We introduce a new class of stochastic partial differential equations (SPDEs) with seed bank modeling the spread of a beneficial allele in a spatial population where individuals may switch between an active and a dormant state. Incorporating dormancy and the resulting seed bank leads to a two-type coupled system of equations with migration between both states. We first discuss existence and uniqueness of seed bank SPDEs and provide an equivalent delay representation that allows a clear interpretation of the age structure in the seed bank component. The delay representation will also be crucial in the proofs. Further, we show that the seed bank SPDEs give rise to an interesting class of "on/off"-moment duals. In particular, in the special case of the F-KPP Equation with seed bank, the moment dual is given by an "on/off-branching Brownian motion". This system differs from a classical branching Brownian motion in the sense that independently for all individuals, motion and branching may be "switched off" for an exponential amount of time after which they get "switched on" again. On/off branching Brownian motion shows qualitatively different behaviour to classical branching Brownian motion and is an interesting object for study in itself. Here, as an application of our duality, we show that the spread of a beneficial allele, which in the classical F-KPP Equation, started from a Heaviside intial condition, evolves as a pulled traveling wave with speed root 2, is slowed down significantly in the corresponding seed bank F-KPP model. In fact, by computing bounds on the position of the rightmost particle in the dual on/off branching Brownian motion, we obtain an upper bound for the speed of propagation of the beneficial allele given by root root 5 - 1 approximate to 1.111 under unit switching rates. This shows that seed banks will indeed slow down fitness waves and preserve genetic variability, in line with intuitive reasoning from population genetics and ecology.
引用
收藏
页码:773 / 818
页数:46
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