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Epilogue

Published online by Cambridge University Press:  05 December 2011

Ari Arapostathis
Affiliation:
University of Texas, Austin
Vivek S. Borkar
Affiliation:
Tata Institute of Fundamental Research, Mumbai, India
Mrinal K. Ghosh
Affiliation:
Indian Institute of Science, Bangalore
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Summary

We conclude by highlighting a string of issues that still remain open.

  1. In the controlled martingale problem with ergodic cost, we obtained existence of an optimal ergodic process and optimal Markov process separately, but not of an optimal ergodic Markov process, as one would expect from one's experience with the nondegenerate case. This issue still remains open. In particular it is unclear whether the Krylov selection procedure of Section 6.7, which has been used to extract an optimal Markov family for the discounted cost problem under nondegeneracy, can be similarly employed for the ergodic problem. The work in Bhatt and Borkar [22] claims such a result under very restrictive conditions, but the proof has a serious flaw.

  2. The HJB equation was analyzed in two special cases. The general case remains open. In particular, experience with discrete state space problems gives some pointers:

  1. (a) In the multichain case for Markov chains with finite state space S and finite action space A, a very general dynamic programming equation is available due to Howard [53], viz.,

  2. for iS. Here the unknowns are the value function V and the state dependent optimal cost ϱ. An analog of this for the degenerate diffusion case could formally be written down as

  3. This has not been studied.

  4. […]

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Publisher: Cambridge University Press
Print publication year: 2011

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  • Epilogue
  • Ari Arapostathis, University of Texas, Austin, Vivek S. Borkar, Tata Institute of Fundamental Research, Mumbai, India, Mrinal K. Ghosh, Indian Institute of Science, Bangalore
  • Book: Ergodic Control of Diffusion Processes
  • Online publication: 05 December 2011
  • Chapter DOI: https://doi.org/10.1017/CBO9781139003605.011
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  • Epilogue
  • Ari Arapostathis, University of Texas, Austin, Vivek S. Borkar, Tata Institute of Fundamental Research, Mumbai, India, Mrinal K. Ghosh, Indian Institute of Science, Bangalore
  • Book: Ergodic Control of Diffusion Processes
  • Online publication: 05 December 2011
  • Chapter DOI: https://doi.org/10.1017/CBO9781139003605.011
Available formats
×

Save book to Google Drive

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Google Drive.

  • Epilogue
  • Ari Arapostathis, University of Texas, Austin, Vivek S. Borkar, Tata Institute of Fundamental Research, Mumbai, India, Mrinal K. Ghosh, Indian Institute of Science, Bangalore
  • Book: Ergodic Control of Diffusion Processes
  • Online publication: 05 December 2011
  • Chapter DOI: https://doi.org/10.1017/CBO9781139003605.011
Available formats
×