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Restructuring of workflows to minimise errors via stochastic model checking: An automated evolutionary approach

Author

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  • Herbert, L.T.
  • Hansen, Z.N.L.

Abstract

This paper presents a framework for the automated restructuring of stochastic workflows to reduce the impact of faults. The framework allows for the modelling of workflows by means of a formalised subset of the BPMN workflow language. We extend this modelling formalism to describe faults and incorporate an intention preserving stochastic semantics able to model both probabilistic- and non-deterministic behaviour.

Suggested Citation

  • Herbert, L.T. & Hansen, Z.N.L., 2016. "Restructuring of workflows to minimise errors via stochastic model checking: An automated evolutionary approach," Reliability Engineering and System Safety, Elsevier, vol. 145(C), pages 351-365.
    • Handle: RePEc:eee:reensy:v:145:y:2016:i:c:p:351-365
    DOI: 10.1016/j.ress.2015.07.002
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    Cited by:

    1. Bolton, Matthew L. & Molinaro, Kylie A. & Houser, Adam M., 2019. "A formal method for assessing the impact of task-based erroneous human behavior on system safety," Reliability Engineering and System Safety, Elsevier, vol. 188(C), pages 168-180.
    2. Waqar Ahmad & Osman Hasan & Sofiène Tahar & Mohamed Salah Hamdi, 2018. "Formal reliability analysis of oil and gas pipelines," Journal of Risk and Reliability, , vol. 232(3), pages 320-334, June.
    3. Pira, Einollah & Rafe, Vahid & Nikanjam, Amin, 2019. "Using evolutionary algorithms for reachability analysis of complex software systems specified through graph transformation," Reliability Engineering and System Safety, Elsevier, vol. 191(C).

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