Skip to main content

Application of Markovian Decision Theory to the Problem of Highway Maintenance

  • Conference paper
Stochastic Models in Reliability Theory

Part of the book series: Lecture Notes in Economics and Mathematical Systems ((LNE,volume 235))

  • 461 Accesses

Abstract

In this paper a maintenance problem of a road-type construction, which we call “road”, is discussed. A road is assumed to be inspected periodically, and its state being the degree of its deterioration is observed. The road is partitioned into several blocks whose states determine the state of the whole road. A block is a fixed length of a road where a maintenance activity can be performed. After each observation, an action is taken for the maintenance of the road. The maintenance cost may have some economy of scale when consecutive blocks are to be repaired. The problem is to find an optimal maintenance policy for the road, and it is formulated using Markovian deterioration models. A couple of properties on the optimal policy are investigated, and it is shown that an optimal policy for our maintenance problem is a simple structured control limit policy.

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. C. Derman, “On optimal replacement rules when changes of state are Markovian,” in Mathematical Optimization Techniques, R. Bellman, Ed., University of California Press, Berkely, 1963.

    Google Scholar 

  2. M. Ohashi, “Group replacement policy for a maintained coherent system,” J. Operations Reseach Society of Japan, Vol. 25(3), 1982, pp. 228–237.

    MATH  Google Scholar 

  3. R. Radner and D. W. Jorgenson, “Optimal replacement and inspection of stochastically failing equipment,” in Studies in Applied Probability and Management Sciences, K. J. Arrow, S. Karlin, and H. Scard, Eds., Stanford University Press, Stanford, 1962.

    Google Scholar 

  4. R. F. Serfozo, “Monotone optimal policies for Markov decision processes,” Mathematical Programming Study, Vol.6, 1976, pp. 202–215.

    Article  MathSciNet  Google Scholar 

  5. T. Sugiyama, “Survey and analysis on growth of track irregularity,” Quarterly Reports of Railway Technical Research Institute, Vol.20(3), 1979, pp. 128–129.

    Google Scholar 

  6. T. Sugiyama, “Survey and analysis on growth of track irregularity for Japanese railroad,” Tetsudo Senro, Vol.26(2), 1978, pp. 59–62. (in Japanese)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 1984 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Hatoyama, Y., Fukuoka, H., Suzuki, K. (1984). Application of Markovian Decision Theory to the Problem of Highway Maintenance. In: Osaki, S., Hatoyama, Y. (eds) Stochastic Models in Reliability Theory. Lecture Notes in Economics and Mathematical Systems, vol 235. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-45587-2_14

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-45587-2_14

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-13888-4

  • Online ISBN: 978-3-642-45587-2

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics