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The Fokker-Planck Equation and the First Exit Time Problem. A Fractional Second Order Approximation

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Fractional Dynamics, Anomalous Transport and Plasma Science

Abstract

We present a first exit time theory of a stochastic process. The general model is analytically derived according to the first exit time or hitting time theory for a stochastic process crossing a barrier. The derivation lines follow the transition probability densities from the Fokker-Planck equation. Then we find the probability density form and the first and second approximation of the first exit time densities. For the first approximation we obtain a generalization of the Inverse Gaussian whereas for the second approximation we apply a fractional approach to the second derivative by inserting a parameter k. We thus introduce another approach to apply a fractional theory.

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References

  1. A. Fokker, Over Brown’sche bewegingen in het stralingsveld, en waarschijnlijkheids-beschouwingen in de stralingstheorie. Ph.D. Dissertation, Leiden University, The Netherlands, 1913

    Google Scholar 

  2. A. Fokker, Die mittlere Energie rotierender elektrischer Dipole im Strahlungsfeld. Annalen der Physik 348(4. Folge 43), 810–820 (1914)

    Google Scholar 

  3. J. Janssen, C.H. Skiadas, Dynamic modelling of life-table data. Appl. Stoch. Models Data Anal 11(1), 35–49 (1995)

    Article  Google Scholar 

  4. M. Planck, Über einen Satz der statistischen Dynamik und seine Erweiterung in der Quantentheorie, vol. 24 (Sitzungsberichte der Preussischen Akademie der Wissenschaften zu Berlin, 1917), pp. 324–341

    Google Scholar 

  5. E. Schrödinger, Zur theorie der fall- und steigversuche an teilchenn mit Brownsche bewegung. Physikalische Zeitschrift 16, 289–295 (1915)

    Google Scholar 

  6. C. Skiadas, C.H. Skiadas, Development, simulation and application of first exit time densities to life table data. Commun. Stat.-Theory Methods 39, 444–451 (2010)

    Google Scholar 

  7. C.H. Skiadas, C. Skiadas, The first exit time theory applied to life table data: the health state function of a population and other characteristics. Commun. Stat.-Theory Methods 43, 1985–1600 (2014)

    Google Scholar 

  8. C.H. Skiadas, C. Skiadas, Exploring the state of a stochastic system via stochastic simulations: an interesting inversion problem and the health state function. Methodol. Comput. Appl. Probab. 17, 973–982 (2015)

    Article  MathSciNet  Google Scholar 

  9. C.H. Skiadas, C. Skiadas, Exploring the Health State of a Population by Dynamic Modeling Methods (Springer, Chum, Switzerland, 2017)

    MATH  Google Scholar 

  10. C.H. Skiadas, C. Skiadas, Demography and Health Issues: Population Aging (Mortality and Data Analysis, Springer, Chum, Switzerland, 2018)

    Book  Google Scholar 

  11. M.V. Smoluchowsky, Notiz ber die Berechnung der Browschen Molekular bewegung bei der Ehrenhaft-Millikanschen Versuchsanordnung. Physikalische Zeitschrift 16, 318–321 (1915)

    Google Scholar 

  12. H.G. Sun, W. Chen, K.Y. Sze, A semi-discrete finite element method for a class of time-fractional diffusion equations. Phil. Trans. R. Soc. A 371, 20120268 (2013)

    Article  ADS  MathSciNet  Google Scholar 

  13. J.S. Weitz, H.B. Fraser, Explaining mortality rate plateaus. Proc. Natl. Acad. Sci. USA 98(26), 15383–15386 (2001)

    Article  ADS  Google Scholar 

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Correspondence to Christos H. Skiadas .

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Skiadas, C.H., Skiadas, C. (2018). The Fokker-Planck Equation and the First Exit Time Problem. A Fractional Second Order Approximation. In: Skiadas, C. (eds) Fractional Dynamics, Anomalous Transport and Plasma Science. Springer, Cham. https://doi.org/10.1007/978-3-030-04483-1_3

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