Partial Differential Equation Mathematical Modelling

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The discussion focuses on modeling organism propagation using partial differential equations, specifically addressing the equation that incorporates reproduction velocity and random spreading. The user seeks to demonstrate isoprobability contours and analyze the asymptotic spreading velocity as time approaches infinity. A key point is the comparison of this velocity with a purely diffusive process, where the propagation is approximated by the square root of time. The user expresses a desire for guidance on solving these equations and understanding the implications of the results. The substitution of variables to reduce the problem to the heat equation is also highlighted as a potential starting point for analysis.
Hector Triana
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Salutations,
I have been trying to approach a modelling case about organism propagation which reproducing with velocity $$\alpha$$ spreading randomly according these equations:
$$\frac{du(x,t)}{dt}=k\frac{d^2u}{dx^2} +\alpha u(x,t)\\\ \\ u(x,0)=\delta(x)\\\ \lim\limits_{x \to \pm\infty} u(x,t)=0$$

This studying case requires to demonstrate that isoprobability contours, it means, in the points (x,t) which P(x,t)=P=constant is verified that
$$\frac{x}{t}=\pm [4\alpha k-2k\frac{\log(t)}{t}-\frac{4k}{t}\log(\sqrt{4\pi k} P)]^\frac{1}{2}$$

Another aspect to demonstrate is that $t \to \infty$, the spreading velocity of these contours, it means, the velocity which these organisms are spreading is aproximated to
$$\frac{x}{t}\pm(4\alpha k)^\frac{1}{2}$$

Finally, how to compare this spreading velocity with purely diffusive process $(\alpha=0)$, it means , x is aproximated to $$\sqrt{kt}$$

This is just for academical curiosity and I would like to understand better this kind of cases with Partial Differential Equations. So, I require any guidance or starting steps or explanations to find the solutions because it's an interesting problem.

Thanks very much for your attention.
 
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Substituting u(x,t) = e^{\alpha t}v(x,t) reduces the problem to the heat equation, as <br /> \frac{\partial u}{\partial t} = e^{\alpha t}\frac{\partial v}{\partial t} + \alpha u and <br /> \frac{\partial^2 u}{\partial x^2} = e^{\alpha t} \frac{\partial^2 v}{\partial x^2}
 
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