Summary
Interacting diffusion systems are a class of diffusion processes taking values in an infinite product space of an interval, which models the variety of phenomena in physics and biology. This paper surveys the subject of interacting diffusion systems and related problems. Topics include:
-
1.
Introduction.
-
2.
Stationary distributions and ergodic theorems in transient case.
-
3.
Zd-shift invariance of stationary distributions.
-
4.
Local extinction in transient case.
-
5.
Uniformity and local extinction in recurrent case.
-
6.
Parabolic Anderson model and sample Lyapunov exponent.
-
7.
Finite systems of interacting diffusions.
-
8.
Approximation of infinite systems via finite systems.
-
9.
Methods and some technicalities.
-
9.1
Duality.
-
9.2
Comparison.
-
9.3
Coupling.
-
9.4
Liouville property.
-
9.5
Random walk estimates.
-
9.6
Moments estimates.
-
9.7
Idea of the proof of the approximation result.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
M. Bramson, J.T. Cox and A. Greven: Ergodicity of critical spatial branching processes in low dimension, Ann. Probab. 21, 1946–1957 (1993).
M. Bramson, J.T. Cox and A. Greven: Invariant measures of critical spatial branching processes in high dimensions, to appear in Ann. Probab. (1996).
J.T. Cox: Coalescing random walks and voter model consensus times on the torus in Z d. Ann. Probab. 17, 1333–1366 (1989)
J.T. Cox, K. Fleischmann and A. Greven: Comparison of interacting diffusions and an application to their ergodic theory,(preprint).
J.T. Cox and A. Greven: On the long term behavior of some finite particle systems, Probab. Th. Rel. Fields 85, 195–237 (1990).
J.T. Cox and A. Greven: Ergodic theorems for infinite systems of interacting diffusions, Ann. Probab. 22, 833–853 (1994).
J.T. Cox and D. Griffeath: Diffusive clustering in the two dimensional voter model, Ann. Probab. 14, 347–370 (1986).
J.T. Cox, A. Greven and T. Shiga: Finite and infinite systems of interacting diffusions, Probab. Th. Rel. Fields 103, 165–197 (1995).
J.T. Cox, A. Greven and T. Shiga: Finite and infinite systems of interacting diffusions, Part II,(preprint).
R.A. Carmona and S.A. Molchanov: Prabolic Anderson problem and intermittency, AMS Memoir 108, No. 518 (1994).
R.A. Carmona and Viens: (personal communication).
D.A. Dawson: The critical measure diffusion process, Z. Wahr. verw. Geb. 40, 125–145 (1977).
J.-D. Deuschel: Central limit theorem for an infinite lattice system of interacting diffusion processes, Ann. Probab. 16, 700–716 (1988)
J-N. Deuschel: Algebraic L 2 -decay of attractive critical process on the lattice, Ann. Probab. 22, 264–293 (1994).
E.B. Dynkin: Sufficient statistics and extreme points, Ann. Probab. 6, 705–730 (1978).
D.A. Dawson and A. Greven: Multiple time scale analysis of interacting diffusions, Prob. Th. Rel. Fields 95, 467–508 (1993).
M. Kimura: “Stepping stone”model of population, Ann. Rep. Nat. Inst. Gen. 3, 62–63 (1953).
M. Kimura and T. Ohta: Theoretical Aspects of Population Genetics, Princeton University Press (1971).
T.M. Liggett: Interacting Particle Systems, Springer Verlag (1985).
T.M. Liggett and F. Spitzer: Ergodic theorems for coupled random walks and other systems with locally interacting components, Z. Wahrsch. verw. Gebiete 56, 443–468 (1981).
M. Notohara and T. Shiga: Convergence to genetically uniform state in stepping stone models of population genetics, J. Math. Biol. 10, 281–294 (1980).
K. Sato: Limit diffusions of some stepping stone models, J. Appl. Prob. 20, 460–471 (1983).
T. Shiga: An interacting system in population genetics, J. Math. Kyoto Univ. 20, 213–243 (1990).
T. Shiga: An interacting system in population genetics II, J. Math. Kyoto Univ. 20, 723–733 (1990).
T. Shiga: Ergodic theorems and exponential decay of sample paths for certain interacting diffusion systems, Osaka J. Math. 29, 789–807 (1992).
T. Shiga: Stationary distribution problem for interacting diffusion systems, CRM Proceeding and Lecture Notes 5, 199–211 (1994).
T. Shiga: A note on sample Lyapunov exponents of a class of SPDE,(preprint).
T. Shiga and A. Shimizu- Infinite-dimensional stochastic differential equations and their applications, J. Math. Kyoto Univ. 20, 395–416 (1980).
T. Shiga and K. Uchiyama: Stationary states and their stability of the stepping stone model involving mutation and selection, Prob. Th. Rel. Fields 73, 87–117 (1986).
F. Spitzer: Principles of Random Walk, Springer-Verlag (1976).
S. Watanabe: A limit theorem of branching processes and continuous branching processes, J. Math. Kyoto Univ. 8, 141–167 (1968).
S. Watanabe and T. Yamada: On the uniqueness of solutions of stochastic differential equations, J. Math. Kyoto Univ. 11, 155–167 (1971).
Ya.B. Zeldovich, S.A. Molchanov, A.A. Ruzmaikin and D.D. Sokoloff: Intermittency, diffusion and generation in nonstationary random medium, Soviet Sci. Rev. Math. Phys. 7, 1–110 (1988).
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 1996 Springer-Verlag Tokyo
About this chapter
Cite this chapter
Shiga, T. (1996). Interacting diffusion systems over Zd . In: Ikeda, N., Watanabe, S., Fukushima, M., Kunita, H. (eds) Itô’s Stochastic Calculus and Probability Theory. Springer, Tokyo. https://doi.org/10.1007/978-4-431-68532-6_20
Download citation
DOI: https://doi.org/10.1007/978-4-431-68532-6_20
Publisher Name: Springer, Tokyo
Print ISBN: 978-4-431-68534-0
Online ISBN: 978-4-431-68532-6
eBook Packages: Springer Book Archive