Skip to main content

Computer Simulations of Self-Repelling Fractional Brownian Motion

  • Conference paper
  • First Online:
Stochastic and Infinite Dimensional Analysis

Part of the book series: Trends in Mathematics ((TM))

  • 906 Accesses

Abstract

Self-repelling fractional Brownian motion (fBm) has been constructed, generalizing the Edwards model for the conformations of chain polymers. In this context of particular interest is the predicted scaling behaviour of their end-to-end length, i.e. the anomalous diffusion of self-repelling fBm. We briefly present the model and a heuristic formula of the scaling behaviour for general dimension and Hurst index, and then our computer simulations of self-repelling fBm paths, their method and first results.

This work was financed by Portuguese national funds through FCT - Fundaão para a Ciência e Tecnologia within the project PTDC/MAT-STA/1284/2012.

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

Access this chapter

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

Institutional subscriptions

References

  1. Besold, G., Guo, H., Zuckermann, M.J.: Off-lattice Monte Carlo simulation of the discrete Edwards model. J. Polym. Sci. B Polym. Phys. 38, 10531068 (2000)

    Article  Google Scholar 

  2. Biagini, F., Hu, Y., Oksendal, B., Zhang, T.: Stochastic Calculus for Fractional Brownian Motion and Applications. Springer, Berlin (2007)

    MATH  Google Scholar 

  3. Bock, W., Bornales, J., Eleuterio, S.: preprint, in preparation

    Google Scholar 

  4. Bock, W., Bornales, J., Streit, L.: Self-repelling fractional Brownian motion – the case of higher order self-intersections. arXiv:1311.4375 [math-ph]

    Google Scholar 

  5. Bornales, J., Oliveira, M.J., Streit, L.: Self-repelling fractional Brownian motion – a generalized Edwards model for chain polymers. In: Accardi, L., Freudenberg, W., Ohya, M. (eds.) Quantum Bio-Informatics V. Proceedings of Quantum Bio-Informatics 2011. Quantum Probability and White Noise Analysis, vol. 30, pp. 389–401. World Scientific, Singapore/New Jersey/London (2013)

    Google Scholar 

  6. Dekeyzer, R., Maritan, A., Stella, A.: Excluded-volume effects in linear polymers: universality of generalized self-avoiding walks. Phys. Rev. B 31, 4659–4662 (1985)

    Article  Google Scholar 

  7. Dekeyzer, R., Maritan, A., Stella, A.: Random walks with intersections: static and dynamic fractal properties Phys. Rev. A 36, 2338–2351 (1987)

    Article  MathSciNet  Google Scholar 

  8. Edwards, S.F.: The statistical mechanics of polymers with excluded volume. Proc. R. Soc. 85, 613–624 (1965)

    Article  MathSciNet  MATH  Google Scholar 

  9. Flory, P.J.: Principles of Polymer Chemistry. Cornell University Press, Ithaca (1953)

    Google Scholar 

  10. Grothaus, M., Oliveira, M.J., Silva, J.-L., Streit, L.: Self-avoiding fBm – the Edwards model. J. Stat. Phys. 145, 1513–1523 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  11. van der Hofstad, R., König, W.: A survey of one-dimensional random polymers. J. Stat. Phys. 103, 915–944 (2001)

    Article  MathSciNet  MATH  Google Scholar 

  12. Hu, Y., Nualart, D.: Renormalized self-intersection local time for fractional Brownian motion. Ann. Probab. 33, 948–983 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  13. Kosmas, M.K., Freed, K.F.: On scaling theories of polymer solutions. J. Chem. Phys. 69, 3647–3659 (1978)

    Article  Google Scholar 

  14. Metropolis, N., Rosenbluth, A., Rosenbluth, M., Teller, A., Teller, E.: Equations of state calculations by fast computing machines. J. Chem. Phys. 21, 1087–1092 (1953)

    Article  Google Scholar 

  15. Mishura, Y.: Stochastic Calculus for Fractional Brownian Motion and Related Processes. Lecture Notes in Mathematics, vol. 1929. Springer, Berlin/Heidelberg (2008)

    Google Scholar 

  16. Nienhuis, B.: Exact critical point and critical exponents of O(n) models in two dimensions. Phys. Rev. Lett. 49, 1062 (1982)

    Article  MathSciNet  Google Scholar 

  17. Pelissetto, A., Vicari, E.: Critical phenomena and renormalization-group theory. Phys. Rep. 368, 549–727 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  18. Talagrand, M.: Multiple points of trajectories of multiparameter fractional Brownian motion. Prob. Theory Relat. Fields 122, 545–563 (1998)

    Article  MathSciNet  MATH  Google Scholar 

  19. Varadhan, S.R.S.: Appendix to Euclidean quantum field theory by K. Symanzik. In: Jost, R. (ed.) Local Quantum Theory, p. 285. Academic Press, New York (1970)

    Google Scholar 

  20. Westwater, J.: On Edwards’ model for polymer chains. Commun. Math. Phys. 72, 131–174 (1980)

    Article  MathSciNet  MATH  Google Scholar 

Download references

Acknowledgements

This work was financed by Portuguese national funds through FCT – Fundaão para a Ciência e Tecnologia within the project PTDC/MAT-STA/1284/2012. We are grateful to W. Bock and S. Eleuterio for sharing their simulation program and for generous advice. Roel Baybayon and Sim Bantayan are also grateful to the Department of Science and Technology – ASTHRD for the scholarship grant.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jinky Bornales .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2016 Springer International Publishing Switzerland

About this paper

Cite this paper

Bornales, J., Cabahug, C., Baybayon, R., Bantayan, S., Gemao, B. (2016). Computer Simulations of Self-Repelling Fractional Brownian Motion. In: Bernido, C., Carpio-Bernido, M., Grothaus, M., Kuna, T., Oliveira, M., da Silva, J. (eds) Stochastic and Infinite Dimensional Analysis. Trends in Mathematics. Birkhäuser, Cham. https://doi.org/10.1007/978-3-319-07245-6_5

Download citation

Publish with us

Policies and ethics