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On Convergence of Population Processes in Random Environments
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Anja Sturm, Technische Universität Berlin |
Abstract
We consider the stochastic heat equation with a multiplicative colored
noise term on the real space for dimensions greater or equal to 1.
First, we prove convergence of a branching
particle system in a random environment to this stochastic heat equation with
linear noise coefficients. For this stochastic partial differential equation
with more general non-Lipschitz noise coefficients we show
convergence of associated lattice systems, which are infinite
dimensional stochastic differential equations with correlated noise
terms, provided that uniqueness of the limit is known.
In the course of the proof, we establish existence and
uniqueness of solutions to the lattice systems, as well as
a new existence result for solutions to the stochastic heat equation.
The latter are shown to be jointly continuous in time and space
under some mild additional assumptions.
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Full text: PDF
Pages: 1-39
Published on: April 11, 2003
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Bibliography
-
Blount, D. (1996),
Diffusion limits for a nonlinear density dependent space-time
population model.
Annals of Probability 24(2) ,639-659.
Math. Review 98c:60138
-
Brzezniak, Z. and Peszat, S. (1999),
Space-time continuous solutions to SPDE's driven by a homogeneous
Wiener process.
Studia Mathematica, 137 , 261-299.
Math. Review 2000m:60077
-
Burkholder, D.L. (1973),
Distribution function inequalities for martingales.
Annals of Probability, 1 , 19-42.
Math. Review 51:1944
-
Carmona, R.A. and Molchanov, S.A. (1994),
Parabolic Anderson problem and intermittency.
Mem. Americ. Math. Soc. 108 (518) viii+125 pp.
Math. Review 94h:35080
-
Dalang, R.C. (1999),
Extending martingale measure stochastic integrals with applications
to spatially homogeneous SPDEs.
Electronic Journal of Probability, 4 1-29.
Math. Review 2000b:60132
-
Dawson, D. (1975),
Stochastic evolution equations and related measure processes.
J. Multivariate Analysis, 5 1-52.
Math. Review 52:9375
-
Dawson, D. (1990),
Infinitely divisible random measures and superprocesses.
Stochastic Analysis and Related Topics (Silivri 1990),
Progr. Probab. 31 , Birkh"auser
1-129,
Math. Review 52:9375
-
Dawson, D. (1991),
Measure-Valued Markov Processes.
Lecture Notes in Mathematics 1541 , Springer.
Math. Review 94m:60101
-
Dawson, D., Etheridge, A.M., Fleischmann, K., Mytnik, L.,
Perkins, E. and Xiong, J. (2002),
Mutually catalytic branching in the plane: Infinite measure states.
Electronic Journal of Probability, 7(15) 1-61,
Math. Review 1921744
-
Dawson, D. and Perkins, E. (1999),
Measure valued processes and renormalization of branching
particle systems.
Mathematical Surveys and Monographs 64 , 45-106.
American Mathematical Society.
Math. Review 2000a:60098
-
Dawson, D. and Salehi, H. (1980),
Spatially homogeneous random evolutions.
Journal of Multivariate Analysis, 10 , 141-180.
Math. Review 82c:60102
-
Da Prato, G., Kwapien, S. and Zabczyk, J. (1987),
Regularity of solutions of linear stochastic equations in Hilbert
spaces.
Stochastics, 23 , 1-23.
Math. Review 89b:60148
-
Da Prato, G. and Zabczyk, J. (1992),
Stochastic Equations in Infinite Dimensions.
Encyclopedia of Mathematics and its applications, Cambridge
University Press.
Math. Review 95g:60073
-
Dunford, N. and Schwartz, J.T. (1958),
Linear Operators I General Theory.
Interscience Publishers.
Math. Review 22:8302
-
Ethier, S.N. and Kurtz, T.G. (1986),
Markov Processes: Characterization and Convergence.
Wiley Series in Probability and Mathematical Statistics, Wiley.
Math. Review 88a:60130
-
Etheridge, A.M. (2000),
An Introduction to Superprocesses.
University Lecture series 20 , American Mathematical Society.
Math. Review 2001m:60111
-
Feller, W. (1951),
Diffusion processes in genetics.
In Proc. Second Berkeley Symp. Math. Statist. Prob., 227-246
Berkeley. University of California Press.
Math. Review 13,671c
-
Funaki, T. (1983),
Random motion of strings and related stochastic evolution equations.
Nagoya Math. J., 89 , 129-193.
Math. Review 85g:60063
-
Gyöngy, I. (1998),
Lattice approximations for stochastic quasi-linear parabolic partial
differential equations driven by space-time white noise I.
Potential Analysis, 9 , 1-25.
Math. Review 99j:60091
-
Gyöngy, I. (1998),
Existence and uniqueness results for semilinear stochastic partial
differential equations.
Stochastic Processes and their Applications, 73 , 271-299.
Math. Review 99b:60091
-
Jacod, J. and Shiryaev, A.N. (1987),
Limit Theorems for Stochastic Processes.
Fundamental Principles of Mathematical Sciences, 288 , Springer.
Math. Review 89k:60044
-
Kotelenez, P. (1986),
Law of large numbers and central limit theorems for linear chemical
reactions with diffusion.
Annals of Probability, 14(1) , 173-193.
Math. Review 87b:60052
-
Kotelenez, P. (1992),
Existence, uniqueness and smoothness for a class of function valued
stochastic partial differential equations.
Stochastics and Stochastics Reports, 41(3) , 177-199.
Math. Review 95c:60054
-
Krylov, N.V. (1996),
On Lp - theory of stochastic partial differential equations in the
whole space.
Siam J. Math. Anal. 27, 313-340.
Math. Review 97b:60107
-
Konno, N. and Shiga, T. (1988),
Stochastic partial differential equations for some measure-valued
diffusions.
Probability Theory and Related Fields, 79 , 201-225.
Math. Review 89i:60130
-
Kallianpur, G. and Sundar, P. (2000),
Hilbert-space-valued Super-Brownian motion and related evolution
equations.
Applied Mathematics and Optimization, 41 , 141-154.
Math. Review 2001b:60079
-
Manthey, R. and Mittmann, K. (1999),
On the qualitative behaviour of the solution to a stochastic partial
functional-differential equation arising in population dynamics.
Stochastics and stochastics reports, 66 , 153-166.
Math. Review 2000c:60093
-
Mueller, C. and Perkins, E. (1992),
The compact support property for solutions to the heat equation with
noise.
Probability Theory and Related Fields, 93(3) , 325-358.
Math. Review 93k:60156
-
Mytnik, L. (1996),
Superprocesses in random environments.
Annals of Probability, 24(4) , 1953-1978.
Math. Review 97h:60046
-
Noble, J.M. (1997),
Evolution equation with gaussian potential.
Nonlinear Analysis, 28(1) , 103-135.
Math. Review 97j:60120
-
Pardoux, E. (1993),
Stochastic Partial Differential Equations, a review.
Bulletin des Sciences Mathematiques, 2e serie, 117 , 29-47.
Math. Review 94i:60071
-
Perkins, E. (2002),
Dawson-Watanabe Superprocesses and Measure-valued
Diffusions.
Lecture Notes in Mathematics 171 , Springer.
Math. Review 1915445
-
Peszat, S. and Zabczyk, J. (1997),
Stochastic evolution equations with a spatially homogeneous Wiener
process.
Stochastic Processes and their Applications, 72 , 187-204.
Math. Review 99k:60166
-
Peszat, S. and Zabczyk, J. (2000),
Nonlinear stochastic wave and heat equations.
Probability Theory and Related Fields, 116 , 421-443.
Math. Review 2001f:60071
-
Roelly-Coppoletta, S. (1986),
A criterion of convergence of measure-valued processes: Application
to measure branching processes.
Stochastics, 17 , 43-65.
Math. Review 88i:60132
-
Reimers, M. (1989),
One dimensional stochastic partial differential equations and the
branching measure diffusion.
Probability Theory and Related Fields, 81 , 319-340.
Math. Review 90m:60077
-
Shiga, T. (1994),
Two contrasting properties of solutions for one-dimensional
stochastic partial differential equations.
Canadian Journal of Mathematics, 46 , 415-437.
Math. Review 95h:60099
-
Shiga, T. and Shimizu, A. (1980),
Infinite dimensional stochastic differential equations and their
applications.
J. Math. Kyoto Univ., ,20(3) , 395-416.
Math. Review 82i:60110
-
Sanz-Solé, M. and Sarrà, M. (2002),
Hoelder continuity for the stochastic heat equation
with spatially correlated noise.
Progress in Probability, Stochastic Analysis, Random Fields and
Applications, Birkhaeuser Basel.
Math. Review number not available.
-
Sturm, A. (2002),
On spatially structured population processes and relations to
stochastic partical differential equations.
PhD thesis, University of Oxford.
Math. Review number not available.
-
Tindel, S. and Viens, F. (1999),
On space-time regularity for the stochastic heat equation on lie
groups.
Journal of Functional Analysis, 169(2) , 559-603.
Math. Review 2001f:58076
-
Viot, M. (1976),
Solutions faibles d'équations aux derivées partielles
stochastique non linéaires.
PhD thesis, Universite Pierre et Marie Curie-Paris VI.
Math. Review number not available.
-
Walsh, J.B. (1986),
An introduction to stochastic partial differential equations.
Lecture Notes in Mathematics, 1180 , Springer.
Math. Review 88a:60114
-
Watanabe, S. (1968),
A limit theorem of branching processes and continuous state
branching.
J. Math. Kyoto University, 8 , 141-167.
Math. Review 38:5301
-
Yamada, T. and Watanabe, S. (1971),
On the uniqueness of solutions of stochastic differential equations.
J. Math. Kyoto Univ., 11 , 155-167.
Math. Review 43:4150 Y
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Electronic Journal of Probability. ISSN: 1083-6489 |
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