Skip to main content

Piecewise-Deterministic Processes and Viscosity Solutions

  • Chapter
Stochastic Analysis, Control, Optimization and Applications

Part of the book series: Systems & Control: Foundations & Applications ((SCFA))

Abstract

This article concerns the optimal control of piecewise deterministic processes in the viscosity solutions context. Boundary conditions given in Vermes (1985) are weakened and replaced by boundary conditions in exit-time optimal control problems as given in Barles (1994). It is proved that the value function of piecewise-deterministic process optimal control is the unique viscosity solution of its associated Hamilton-Jacobi-Bellman equation.

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 129.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 169.99
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

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  • Apostol, Tom M. (1974). Mathematical analysis. Addison-Wesley Publishing Company.

    Google Scholar 

  • Barles, G. (1994). Solutions de viscositĂ© des Ă©quations de Hamilton-Jacobi. Mathematiques & Applications 17. Paris, Springer-Verlag.

    Google Scholar 

  • Barles, G. and Perthame, B. (1988). Exit time problems in optimal control and vanishing viscosity method. SIAM J. Control and Optimization, 26(5): 1133–1148.

    Article  MathSciNet  MATH  Google Scholar 

  • Barles, G. and Perthame, B. (1990) Comparison principle for Dirichlet type Hamilton-Jacobi equations and singular perturbations of degenerated elliptic equations. Applied Mathematics and Optimization 21: 21–44.

    Article  MathSciNet  MATH  Google Scholar 

  • Bertsekas, Dimitri P. and Shreve, Steven E. (1978). Stochastic optimal control: the discrete time case. Mathematics in Science and Engineering 139. Academic Press.

    Google Scholar 

  • Davis, Mark H. A. (1993). Markov models and optimization. Monographs on Statistics and Applied Probability 49. Chapman & Hall.

    Google Scholar 

  • Davis, Mark H. A. and Farid, Mohammad (1996). A target recognition problem: sequential analysis and optimal control. SIAM J. Control and Optimization, 34(6): 2116–2132.

    Article  MathSciNet  MATH  Google Scholar 

  • Dempster, M. A. H. and Ye, J. J. (1992). Necessary and sufficient optimality conditions for control of piecewise-deterministic Markov processes, Stochastics and Stochastic Reports, 40: 125–145.

    Article  MathSciNet  MATH  Google Scholar 

  • Farid, M. (1997). Optimal control, piecewise-deterministic processes and viscosity solutions. PhD thesis, Imperial College of Science, Technology and Medicine, University of London, UK.

    Google Scholar 

  • Farid, M. and Davis, Mark H. A. (1998a). Optimal consumption and exploration: a case study in piecewise-deterministic Markov modelling, to be published in Annals of Operations Research, Baltzer Science Publishers.

    Google Scholar 

  • Farid, M. and Davis, Mark H. A. (1998b). Exit-time optimal control problems and piecewise-deterministic Markov processes, to be submitted to SIAM Journal on Control and Optimization.

    Google Scholar 

  • Fleming W. H. and Soner, M. H. (1993). Controlled Markov processes and viscosity solutions. Applications of Mathematics 25. Springer-Verlag.

    Google Scholar 

  • Ishii, Hitoshi (1989). A boundary value problem of the Dirichlet type for Hamilton-Jacobi equations. Ann. Scuola. Norm. Pisa Cl. Sci. Series 4, 16(1): 105–135.

    MATH  Google Scholar 

  • Kushner, H. J. and Dupuis, Paul G. (1992). Numerical methods for stochastic control problems in continuous time. Applications of Mathematics 24. Springer-Verlag.

    Google Scholar 

  • Lions, P. L. and Souganidis, P. E. (1985). Differential games, optimal control and directional derivatives of viscosity solutions of Bellman’s and Isaacs equations. SIAM J. Control and Optimization, 23(4): 566–583.

    Article  MathSciNet  MATH  Google Scholar 

  • Royden, H. L. (1988). Real Analysis. Collier Macmillan Publishing.

    Google Scholar 

  • Vermes, D. (1985). Optimal control of piecewise deterministic Markov processes. Stochastics, 14: 165–207.

    Article  MathSciNet  MATH  Google Scholar 

Download references

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 1999 Springer Science+Business Media New York

About this chapter

Cite this chapter

Davis, M.H.A., Farid, M. (1999). Piecewise-Deterministic Processes and Viscosity Solutions. In: McEneaney, W.M., Yin, G.G., Zhang, Q. (eds) Stochastic Analysis, Control, Optimization and Applications. Systems & Control: Foundations & Applications. Birkhäuser, Boston, MA. https://doi.org/10.1007/978-1-4612-1784-8_15

Download citation

  • DOI: https://doi.org/10.1007/978-1-4612-1784-8_15

  • Publisher Name: Birkhäuser, Boston, MA

  • Print ISBN: 978-1-4612-7281-6

  • Online ISBN: 978-1-4612-1784-8

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics