Skip to main content
Log in

Rates of Convergence of Means of Euclidean Functionals

  • Published:
Journal of Theoretical Probability Aims and scope Submit manuscript

Abstract

Let L be the Euclidean functional with p-th power-weighted edges. Examples include the sum of the p-th power-weighted lengths of the edges in minimal spanning trees, traveling salesman tours, and minimal matchings. Motivated by the works of Steele, Redmond and Yukich (Ann. Appl. Probab. 4, 1057–1073, 1994, Stoch. Process. Appl. 61, 289–304, 1996) have shown that for n i.i.d. sample points {X 1,…,X n } from [0,1]d, L({X 1,…,X n })/n (dp)/d converges a.s. to a finite constant. Here we bound the rate of convergence of EL({X 1,…,X n })/n (dp)/d.

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

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Alexander, K.S.: Rates of convergence of means for distance-minimizing subadditive Euclidean functionals. Ann. Appl. Probab. 4, 902–922 (1994)

    MATH  MathSciNet  Google Scholar 

  2. Beardwood, J., Halton, J.H., Hammersley, J.M.: The shortest path through many points. Proc. Camb. Philos. Soc. 55, 299–327 (1959)

    MATH  MathSciNet  Google Scholar 

  3. Hero, A.O., Costa, J.A., Ma, B.: Convergence rates of minimal graphs with random vertices. Preprint (2003)

  4. Jaillet, P.: Rate of convergence for the Euclidean minimum spanning tree limit law. Oper. Res. Lett. 14, 73–78 (1993)

    Article  MATH  MathSciNet  Google Scholar 

  5. Lee, S.: Asymptotics of power-weighted Euclidean functionals. Stoch. Process. Appl. 79, 109–116 (1999)

    Article  MATH  Google Scholar 

  6. Lee, S.: Rate of convergence of power-weighted Euclidean minimal spanning trees. Stoch. Process. Appl. 86, 163–176 (2000)

    Article  MATH  Google Scholar 

  7. Redmond, C., Yukich, J.E.: Limit theorems and rates of convergence for subadditive Euclidean functionals. Ann. Appl. Probab. 4, 1057–1073 (1994)

    MATH  MathSciNet  Google Scholar 

  8. Redmond, C., Yukich, J.E.: Asymptotics for Euclidean functionals with power weighted edges. Stoch. Process. Appl. 61, 289–304 (1996)

    Article  MATH  MathSciNet  Google Scholar 

  9. Rhee, W.: Boundary effects in the traveling salesperson problem. Oper. Res. Lett. 16, 19–25 (1994)

    Article  MATH  MathSciNet  Google Scholar 

  10. Steele, J.M.: Subadditive Euclidean functionals and nonlinear growth in geometric probability. Ann. Probab. 9, 365–376 (1981)

    MATH  MathSciNet  Google Scholar 

  11. Steele, J.M.: Complete convergence of short paths and Karp’s algorithm for the TSP. Math. Oper. Res. 6, 374–378 (1981)

    MATH  MathSciNet  Google Scholar 

  12. Steele, J.M.: Growth rates of Euclidean minimal spanning trees with power weighted edges. Ann. Probab. 16, 1767–1787 (1988)

    MATH  MathSciNet  Google Scholar 

  13. Steele, J.M.: Probabilistic and worst case analyses of classical problems of combinatorial optimization in Euclidean space. Math. Oper. Res. 15, 749–770 (1990)

    Article  MATH  MathSciNet  Google Scholar 

  14. Steele, J.M.: Probability Theory and Combinatorial Optimization. SIAM, Philadelphia (1997)

    MATH  Google Scholar 

  15. Yukich, J.E.: Probability Theory of Classical Euclidean Optimization Problems. Lecture Notes in Mathematics, vol. 1675, Springer, Berlin (1998)

    MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Sungchul Lee.

Additional information

Y. Koo supported by the BK21 project of the Department of Mathematics, Sungkyunkwan University.

S. Lee supported by the BK21 project of the Department of Mathematics, Yonsei University.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Koo, Y., Lee, S. Rates of Convergence of Means of Euclidean Functionals. J Theor Probab 20, 821–841 (2007). https://doi.org/10.1007/s10959-007-0089-7

Download citation

  • Received:

  • Revised:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10959-007-0089-7

Keywords

Navigation