Superprocess

Superprocess

An (alpha,d,eta)-superprocess, X(t,dx), is a stochastic process on mathbb{R} imes mathbb{R}^d that is usually constructed as a special limit of branching diffusion where the branching mechanism is given by its factorial moment generating function:: Phi(s) = frac{1}{1+eta}(1-s)^{1+eta}+s and the spatial motion of individual particles is given by the alpha-symmetric stable process with infinitessimal generator Delta_{alpha}.

The alpha = 2 case corresponds to standard Brownian motion and the (2,d,1)-superprocess is called the Dawson-Watanabe superprocess or super-Brownian motion.

One of the most important properties of superprocesses is that they are intimately connected with certain nonlinear partial differential equations.The simplest such equation is:Delta u-u^2=0 on mathbb{R}^d.

References

*cite book | author=Eugene B. Dynkin | year = 2004
title = Superdiffusions and positive solutions of nonlinear partial differential equations. Appendix A by J.-F. Le Gall and Appendix B by I. E. Verbitsky
publisher = University Lecture Series, 34. American Mathematical Society

*cite book | author=Alison Etheridge | year = 2000
title = An Introduction to Superprocesses
publisher = American Mathematical Society


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