Modelling and Data Analysis
2025. Vol. 15, no. 1, 133–144
doi:10.17759/mda.2025150107
ISSN: 2219-3758 / 2311-9454 (online)
Expert assessment for the formation of stochastic matrices of aircrew behavior
Abstract
The article presents a methodology for expert evaluation in the development of a mathematical simulation model of aircrew operations. The proposed approach enables the transformation of the target time vector representing sojourn times in the states of a Markov chain, thereby improving the accuracy of transition probability matrix optimization. The methodology accounts for the relative complexity and duration of each phase of the operational scenario, as defined in the flight operations manual.
General Information
Keywords: simulation modeling, aircrew activity model, Markov chains, expert evaluation
Journal rubric: Mathematical Modelling
Article type: scientific article
DOI: https://doi.org/10.17759/mda.2025150107
Received: 19.02.2025
Accepted:
For citation: Orishchenko V.A. Expert assessment for the formation of stochastic matrices of aircrew behavior. Modelirovanie i analiz dannikh = Modelling and Data Analysis, 2025. Vol. 15, no. 1, pp. 133–144. DOI: 10.17759/mda.2025150107. (In Russ., аbstr. in Engl.)
References
- Orishchenko V.A., Greshnikov I.I. Modelling of Pilot Activities when Piloting Aircraft. Modelirovanie i analiz dannykh = Modelling and Data Analysis, 2024. Vol. 14, no. 1, pp. 89–102. DOI: https://doi.org/10.17759/mda.2024140106 (In Russ., аbstr. in Engl.).
- Lancaster P., Tismenetsky M. The Theory of Matrices: With Applications. Elsevier, 1985. 570 pp.
- Wilkinson J.H., The Algebraic Eigenvalue Problem (Clarendon Press, Oxford, 1988).
- Cramer H., Mathematical Methods of Statistics. Princeton University Press, 1999. 575 pp.
- Kuravsky L.S., Kozyrev A.D., Greshnikov I.I. Mathematical Model of the Pilot Associated Activities and Its Application for Objective Professional Training and Condition Assessment Experimental Psychology (Russia), 2024, vol. 17, no. 1
- Amosov G. G., “On Markovian Perturbations of the Group of Unitary Operators Associated with a Stochastic Process with Stationary Increments,” Theory Prob. Appl. 49, 123–132 (2005).
- Greshnikov I.I., Kuravsky L.S., Yuryev G.A. (2021). Principles of constructing a software and hardware complex for intellectual support of the crew and assessment of its training level. Modelirovanie i analiz dannykh = Modelling and Data Analysis, 11(2), 5–30. https://doi.org/10.17759/mda.2021110201 (In Russ.)
- Parlett B.N., The Symmetric Eigenvalue Problem. Prentice-Hall, 1980. 348 pp.
- Kuravsky L.S., Yuryev G.A., Zlatomrezhev V.I., Yuryeva N.E. Assessing the Aircraft Crew Actions with the Aid of a Human Factor Risk Model. Eksperimental’nayapsikhologiya = Experimental Psychology (Russia), 2020. Vol. 13, No. 2, pp. 153—181. DOI: https://doi.org/10.17759/exppsy.2020130211.
- Markovskie modeli v zadachakh diagnostiki i prognozirovaniya: Ucheb. posobie / Pod red. L.S. Kuravskogo. – 2-e izd., dop. – M.: Izd-vo MGPPU, 2017. – 197 p.
- G. Amosov. On Markovian Cocycle Perturbations in Classical and Quantum Probability. Int. J. Math. & Math. Sci., 2003 (54), 3443–3467 (2003).
- Kuravsky L.S., Yuriev G.A. Adaptive testing as a Markovian process: models and their identification. – Neurocomputers: Development and Application, No. 2, 2011, pp. 21–29 (in Russian).
- Kuravsky L. S. et al. A Mathematical Model for Representing the Related Operator Professional Activities and Their Diagnostic Assessments Based on the Quantum Representations //Lobachevskii Journal of Mathematics. – 2024. – Т. 45. – №. 6. – С. 2534-2551.
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