Skip to main content

Diffusions in Random Environments

  • Chapter
  • 2518 Accesses

Part of the book series: Grundlehren der mathematischen Wissenschaften ((GL,volume 345))

Abstract

We apply the theory developed in Part I to study diffusions with generators with stationary and ergodic coefficients that are uniformly elliptic and can be written in a divergence form. The approach is similar to the one used in Chap. 3 for the random walk in random environment and in Chap. 5 for the tagged particle: the trajectory of a particle can be written as a sum of an additive functional of the environment seen from the particle, and a martingale. The generator of the environment process satisfies the sector condition and the central limit theorem for the trajectory is a direct consequence of the results from Chap. 2. We discuss the connection to the analytical results of the homogenization of diffusion equations with periodic coefficients, as a particular case of the general ergodic case.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD   109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

References

  • Bensoussan A, Lions JL, Papanicolaou G (1978) Asymptotic analysis for periodic structures. Studies in mathematics and its applications, vol 5. North-Holland, Amsterdam

    MATH  Google Scholar 

  • Campillo F, Kleptsyna M, Piatnitski A (2001) Homogenization of random parabolic operator with large potential. Stoch Process Appl 93(1):57–85

    Article  MathSciNet  MATH  Google Scholar 

  • Ethier SN, Kurtz TG (1986) Markov processes: characterization and convergence. Wiley series in probability and mathematical statistics: probability and mathematical statistics. Wiley, New York

    Book  MATH  Google Scholar 

  • Feller W (1971) An introduction to probability theory and its applications, vol II, 2nd edn. Wiley, New York

    MATH  Google Scholar 

  • Franke B (2007) A functional non-central limit theorem for jump-diffusions with periodic coefficients driven by stable Lévy-noise. J Theor Probab 20(4):1087–1100

    Article  MathSciNet  MATH  Google Scholar 

  • Friedman A (1964) Partial differential equations of parabolic type. Prentice-Hall, Englewood Cliffs

    MATH  Google Scholar 

  • Friedman A (1975) Stochastic differential equations and applications, vol 1. Probability and mathematical statistics, vol 28. Academic Press [Harcourt Brace Jovanovich Publishers], New York

    MATH  Google Scholar 

  • Gilbarg D, Trudinger NS (1983) Elliptic partial differential equations of second order. Grundlehren der Mathematischen Wissenschaften [Fundamental principles of mathematical sciences], vol 224, 2nd edn. Springer, Berlin

    Book  MATH  Google Scholar 

  • Iftimie B, Pardoux É, Piatnitski A (2008) Homogenization of a singular random one-dimensional PDE. Ann Inst Henri Poincaré Probab Stat 44(3):519–543

    Article  MathSciNet  MATH  Google Scholar 

  • Komorowski T, Krupa G (2004) On stationarity of Lagrangian observations of passive tracer velocity in a compressible environment. Ann Appl Probab 14(4):1666–1697

    Article  MathSciNet  MATH  Google Scholar 

  • Kozlov SM (1979) The averaging of random operators. Mat Sb (NS) 109 (151):188–202, 327

    Google Scholar 

  • Landim C, Olla S, Yau HT (1998b) Convection-diffusion equation with space-time ergodic random flow. Probab Theory Relat Fields 112(2):203–220

    Article  MathSciNet  MATH  Google Scholar 

  • Lawler GF (1982) Weak convergence of a random walk in a random environment. Commun Math Phys 87(1):81–87

    Article  MathSciNet  MATH  Google Scholar 

  • Lejay A (2001) Homogenization of divergence-form operators with lower-order terms in random media. Probab Theory Relat Fields 120(2):255–276

    Article  MathSciNet  MATH  Google Scholar 

  • Osada H (1983) Homogenization of diffusion processes with random stationary coefficients. In: Probability theory and mathematical statistics, Tbilisi, 1982. Lecture notes in math, vol 1021. Springer, Berlin, pp 507–517

    Chapter  Google Scholar 

  • Papanicolaou GC, Varadhan SRS (1981) Boundary value problems with rapidly oscillating random coefficients. In: Random fields, vols I, II, Esztergom, 1979. Colloq math soc János Bolyai, vol 27. North-Holland, Amsterdam, pp 835–873

    Google Scholar 

  • Papanicolaou GC, Varadhan SRS (1982) Diffusions with random coefficients. In: Statistics and probability: essays in honor of CR Rao. North-Holland, Amsterdam, pp 547–552

    Google Scholar 

  • Pardoux E, Piatnitski A (2006) Homogenization of a singular random one dimensional PDE. In: Multi scale problems and asymptotic analysis. GAKUTO internat ser math sci appl, vol 24. Gakkōtosho, Tokyo, pp 291–303

    Google Scholar 

  • Rhodes R (2007) On homogenization of space-time dependent and degenerate random flows. Stoch Process Appl 117(10):1561–1585

    Article  MathSciNet  MATH  Google Scholar 

  • Rhodes R (2008) On homogenization of space-time dependent and degenerate random flows. II. Ann Inst Henri Poincaré Probab Stat 44(4):673–692

    Article  MathSciNet  MATH  Google Scholar 

  • Rhodes R, Vargas V (2009) Scaling limits for symmetric Itô-Lévy processes in random medium. Stoch Process Appl 119(12):4004–4033

    Article  MathSciNet  MATH  Google Scholar 

  • Schmitz T (2006) Diffusions in random environment and ballistic behavior. Ann Inst Henri Poincaré Probab Stat 42(6):683–714

    Article  MathSciNet  MATH  Google Scholar 

  • Schmitz T (2009) On the equivalence of the static and dynamic points of view for diffusions in a random environment. Stoch Process Appl 119(8):2501–2522

    Article  MathSciNet  MATH  Google Scholar 

  • Shen L (2002) Asymptotic properties of certain anisotropic walks in random media. Ann Appl Probab 12(2):477–510

    Article  MathSciNet  MATH  Google Scholar 

  • Shen L (2003) On ballistic diffusions in random environment. Ann Inst Henri Poincaré Probab Stat 39(5):839–876

    Article  MATH  Google Scholar 

  • Sznitman AS, Zeitouni O (2006) An invariance principle for isotropic diffusions in random environment. Invent Math 164(3):455–567

    Article  MathSciNet  MATH  Google Scholar 

  • Zhikov VV, Kozlov SM, Oleĭnik OA (1994) Homogenization of differential operators and integral functionals. Springer, Berlin. Translated from the Russian by GA Yosifian [GA Iosif’yan]

    MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

Copyright information

© 2012 Springer-Verlag Berlin Heidelberg

About this chapter

Cite this chapter

Komorowski, T., Landim, C., Olla, S. (2012). Diffusions in Random Environments. In: Fluctuations in Markov Processes. Grundlehren der mathematischen Wissenschaften, vol 345. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-29880-6_9

Download citation

Publish with us

Policies and ethics