10.1007/s40096-021-00438-w

Approximate techniques to solve the partial integro-differential equation arising in operational risk: Adomian decomposition method

  1. Department of Mathematics, Central Tehran Branch, Islamic Azad University, Tehran, IR Department of Mathematics, College of Science, Yadegar-e- Emam Khomeini,(RAH) SHahr-e- ray Branch, Islamic Azad university, Tehran, IR

Published in Issue 2021-09-23

How to Cite

Rasouli, M., Fariborzi Araghi, M. A., & Damercheli, T. (2021). Approximate techniques to solve the partial integro-differential equation arising in operational risk: Adomian decomposition method. Mathematical Sciences, 17(1 (March 2023). https://doi.org/10.1007/s40096-021-00438-w

Abstract

Abstract Operational risk is one of the common risks in organizations, especially in banks, which has a wide range of errors in individual performance or system failure with process problems. In this paper, the mathematical model of operational risk to calculate the probability of the organization being convinced is presented, which is in the form of a Volterra integro-differenial equations and is solved by the Adomian decomposition method (ADM). Also, the ADM is applied in one dimension as semi-Adomian decomposition method (s-ADM). Comparison of results demonstrates proficiency of the ADM and s-ADMin this model.

Keywords

  • Operational risk,
  • Volterra integro-differential equation,
  • Adomian decomposition method

References

  1. Basel committee on banking supervision, working paper on the regulatory treatment of operational risk. Bank Int. Settlement.
  2. 39
  3. , 1–39 (2001b)
  4. Basel Committee on Banking Supervision: Bank for International Settlements.
  5. https://www.bis.org
  6. URL www.bis.org (2001)
  7. Bahiraie et al. (2020) Option pricing accumulated with operational risk 5(4) (pp. 437-448)
  8. Ladopoulos (2016) Non-linear integro- differential equations for risk management analysis: further developments spaces (pp. 13-20)
  9. Makroglu (2003) Integral equations and actuarial risk management: some models and numerics 8(2) (pp. 143-154) https://doi.org/10.3846/13926292.2003.9637219
  10. Knessl and Peters (1994) Exact and asymptotic solutions for the time dependent problem of collective ruin II (pp. 1745-1767) https://doi.org/10.1137/S0036139993250579
  11. Wazwaz (2009) Nonlinear Physical Science. Springer https://doi.org/10.1007/978-3-642-00251-9
  12. Fariborzi Araghi, M.A., Sadigh Behzadi, S.H.: Solving nonlinear Volterra Fredholm integro-differential equations using the modified Adomian decomposition method, computational methods in applied mathematics
  13. 9
  14. (4), 1–11 (2009)
  15. Agom, E.U., Ogunfiditimi, F.O.: Numerical solution of third order time-invariant linear Differential equation by Adomian decomposition method. Int. J. Eng. Sci.
  16. 2319–1805
  17. ,(2016)
  18. Adomian (1989) Kluwer https://doi.org/10.1007/978-94-009-2569-4
  19. Vahidi and Damercheli (2012) A modified ADM for solving systems of linear Fredholm integral equations of the second kind 6(26) (pp. 1267-1273)
  20. Bakodah et al. (2017) Anjan Biswas, bright and dark thirring optical solitons with improved Adomian decomposition method (pp. 1115-1123) https://doi.org/10.1016/j.ijleo.2016.11.123
  21. Turkyilmazoglu (2016) Determination of the correct range of physical parameters in the approximate analytical solutions of non-linear equations using the Adomian decomposition method 13(6) (pp. 4019-4037) https://doi.org/10.1007/s00009-016-0730-8
  22. Paripour et al. (2015) Application of Adomian decomposition method to solve hybrid fuzzy differential equations 9(1) (pp. 95-103) https://doi.org/10.1016/j.jtusci.2014.06.002
  23. Kang (2015) Improvements in Newton-Raphson method for non-linear equations using modified Adomian decomposition method 9(39) (pp. 1919-1927) https://doi.org/10.12988/ijma.2015.54124
  24. Bartle, R.G.: Introduction to Real Analysis, 3RD edn. Wiley, New York (2000)
  25. Eggleston (1962) Cambridge University Press
  26. Abboui and Cherruault (1994) Convergence of Adomians method applied to differential equations 28(5) (pp. 103-110)
  27. Bani Issa and Hamoud (2020) Solving systems of Volterra integro-differential equations by using semi analytical techniques 62(03) (pp. 685-690)
  28. Alderemy, A.: Analytical and semi analytical wave solution for longitudinal wave equation via modified auxiliary equation method and Adomian decomposition method, thermal science
  29. 23
  30. (Suppl. 6), S1943–S1957 (2019)
  31. El-Kalla (2008) Convergence of the Adomian method applied to a class of nonlinear integral equations (pp. 372-376) https://doi.org/10.1016/j.aml.2007.05.008