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Avtomatika i Telemekhanika, 2024, Issue 1, Pages 83–94
DOI: https://doi.org/10.31857/S0005231024010061
(Mi at16213)
 

This article is cited in 3 scientific papers (total in 3 papers)

Stochastic Systems

On the problem of maximizing the probability of successful passing of a time-limited test

A. V. Naumov, A. E. Stepanov, A. E. Ustinov

Moscow Aviation Institute (National Research University)
References:
Abstract: The problem of finding the optimal sequence of performing a set of tasks in a time-limited test is considered. That is, a task group is allocated for mandatory initial execution in the test, the remaining tasks are performed during the remaining time until the end of the test. For each correctly completed task of the test, the subject is awarded a certain number of points. The proposed criterion is the probability that the total number of points scored for the test exceeds a certain level, which is a fixed parameter, while simultaneously fulfilling the time limit of the test. Random parameters are the user's response time to each test task. The correctness of the user's answer to the task is modeled by a random variable with a Bernoulli distribution. The resulting stochastic bilinear programming problem boils down to a deterministic integer problem of mathematical programming.
Keywords: time-constrained test, maximum likelihood estimation, integer mathematical programming.
Funding agency Grant number
Russian Science Foundation 23-21-00293
Presented by the member of Editorial Board: A. I. Kibzun

Received: 18.10.2023
Revised: 30.11.2023
Accepted: 21.12.2023
English version:
Automation and Remote Control, 2024, Volume 85, Issue 1, Pages 60–67
DOI: https://doi.org/10.1134/S0005117924010053
Document Type: Article
Language: Russian
Citation: A. V. Naumov, A. E. Stepanov, A. E. Ustinov, “On the problem of maximizing the probability of successful passing of a time-limited test”, Avtomat. i Telemekh., 2024, no. 1, 83–94; Autom. Remote Control, 85:1 (2024), 60–67
Citation in format AMSBIB
\Bibitem{NauSteUst24}
\by A.~V.~Naumov, A.~E.~Stepanov, A.~E.~Ustinov
\paper On the problem of maximizing the probability of successful passing of a time-limited test
\jour Avtomat. i Telemekh.
\yr 2024
\issue 1
\pages 83--94
\mathnet{http://mi.mathnet.ru/at16213}
\crossref{https://doi.org/10.31857/S0005231024010061}
\transl
\jour Autom. Remote Control
\yr 2024
\vol 85
\issue 1
\pages 60--67
\crossref{https://doi.org/10.1134/S0005117924010053}
Linking options:
  • https://www.mathnet.ru/eng/at16213
  • https://www.mathnet.ru/eng/at/y2024/i1/p83
  • This publication is cited in the following 3 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
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