Skip to main content

On Network Structure Function Computations

  • Conference paper
New Directions in Time Series Analysis

Part of the book series: The IMA Volumes in Mathematics and its Applications ((IMA,volume 46))

Abstract

Some mathematical problems involving the asymptotic analysis of rooted random tree graphs and branching patterns for large numbers of vertices are described. The motivation comes from applications to hydrology and geomorphology in which one seeks formulae for the average behavior of various contours (level sets) associated with river networks and which depend on only a few large scale parameters. While this paper is mainly an overview, a new formula is derived in a special case as an illustration. Scaling problems and connections with Aldous’s new theory of “self-similar”continuum random trees are noted.

Department of Mathematics, Oregon State University, Corvallis, OR 97331. Research for this paper was partially supported by NSF grant DMS-8801466, ARO grant 27772-GS. The author gratefully acknowledges support from the Center for the Study of Earth from Space/CIRES and the Program in Applied Mathematics, University of Colorado, Boulder, CO 80309, during the final stages of preparation of this manuscript.

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 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

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. D. Aldous, The continuum random tree I, preprint, (1989a), The University of California, Berkeley, CA.

    Google Scholar 

  2. D. Aldous, Discrete and continuum random trees:The Notebook, preprint,(1989b). The University of California, Berkeley, CA.

    Google Scholar 

  3. D. Aldous, Exchangeability, in: Lecture Notes in Mathematics, no.1117, Ecole d’életé de probabilités de Sain Flour,(1985) Springer-Verlag, Berlin.

    Google Scholar 

  4. K.B. Athreya, P.E. Ney, Branching Processes, (1972) Springer-Verlag, N.Y.

    MATH  Google Scholar 

  5. J.W. Cohen, G. Hooghiemstra, Brownian excursion, the M/M/1 queue and their occupation times, Math.Oper.Res., 6(4), (1981) pp.608–629.

    Article  MathSciNet  MATH  Google Scholar 

  6. R. Durrett, H. Kesten, E. Waymire, On weighted heights of random trees, Jour. Theor. Probab., (in press).

    Google Scholar 

  7. M. Dwass, The total progeny in a branching process, Jour. Appld. Probab., 6 (1969), pp.682–686.

    Article  MathSciNet  MATH  Google Scholar 

  8. P. Flajolet, A. Odlyzko, The average height of binary trees and other simple trees, Jour. Comput. Syst. Science 25 (1982), pp.171–213.

    Article  MathSciNet  MATH  Google Scholar 

  9. G. Grimmett, Random labelled trees and their branching networks, Jour. Austral. Math. Soc. (Ser.A), 30 (1980), pp.229–237.

    Article  MathSciNet  MATH  Google Scholar 

  10. V. K. Gupta, O. Mesa, and E. Waymire, Tree dependent extreme values: The exponential case, Jour.Appl.Probab., 27 (1990) pp.124–133.

    Article  MathSciNet  MATH  Google Scholar 

  11. V.K. Gupta, E. Waymire, Statistical self-similarity in river networks parameterized by elevation, 25(3) Water Resour. Res. (1989), pp.463–476.

    Article  Google Scholar 

  12. V.K. Gupta and E. Waymire, The spatial geometry of random networks and a problem in river basin hydrology, in: IMS Lecture Notes, Proc. of AMS-IMS-SIAM Summer Conference on Spatial Statistics and Imaging, ed by A. Possolo, (1989), in press.

    Google Scholar 

  13. V.K. Gupta and E. Waymire, On scaling and multiscaling theories in geophysics, Reviews in Geophysics (1991) to appear

    Google Scholar 

  14. D.P. Kennedy, The Galton-Watson process conditioned on the total progeny, J.Appl. Prob., 12 (1975), pp.800–806.

    Article  MATH  Google Scholar 

  15. D.P. Kennedy, The distribution of the maximum Brownian excursion, J. Appl. Prob., 13 (1976), pp.371–376.

    Article  MATH  Google Scholar 

  16. H. Kesten, personal communication.

    Google Scholar 

  17. V. Kolchin, Branching processes, random trees, and a generalized scheme fo arrangements of particles, Math.Notes (1977), pp.386–394.

    Google Scholar 

  18. V. Kolchin, Moment of degeneration of a branching process and height of a random tree, Math.Notes, 24 (1978), pp.954–961

    MathSciNet  MATH  Google Scholar 

  19. J.W. Moon, On the expected diameter of random channel networks, Water Resour. Res., 16(6), (1980) pp.1119–1120.

    Article  Google Scholar 

  20. B. Ngyuen, Percolation of coalescing random walks, Jour. Appld. Probab., 27 (1990) 269–277.

    Article  Google Scholar 

  21. L. Smith, P.Diaconis, Honest bernoulli excursions, Jour. Appld. Probab., 25 pp.464–477

    Google Scholar 

  22. F. Spitzer, Principles of Random Walk, 2nd ed., (1976) Springer-Verlag, N.Y.

    MATH  Google Scholar 

  23. B. Troutman, M. Karlinger, On the expected width function for topologically random channel networks, Jour. Appld. Probab., 21 pp.836–849.

    Google Scholar 

  24. X. Wang, E. Waymire, Central limit theorems for Horton ratios, SIAM Jour. Discrete Math., (1991) to appear.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 1993 Springer-Verlag New York, Inc.

About this paper

Cite this paper

Waymire, E.C. (1993). On Network Structure Function Computations. In: Brillinger, D., Caines, P., Geweke, J., Parzen, E., Rosenblatt, M., Taqqu, M.S. (eds) New Directions in Time Series Analysis. The IMA Volumes in Mathematics and its Applications, vol 46. Springer, New York, NY. https://doi.org/10.1007/978-1-4613-9296-5_21

Download citation

  • DOI: https://doi.org/10.1007/978-1-4613-9296-5_21

  • Publisher Name: Springer, New York, NY

  • Print ISBN: 978-1-4613-9298-9

  • Online ISBN: 978-1-4613-9296-5

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics