METHODS FOR UNCERTAINTY REDUCTION IN COMPLEX LOGISTICS SYSTEMS IN RESOURCE ALLOCATION ACROSS INFRASTRUCTURE FACILITIES

The article describes the principles for developing a mathematical framework for decision-making un-der uncertainty. To address this problem, the principle of maximum uncertainty is applied, with Shan-non entropy chosen as the measure of uncertainty. Maximum uncertainty is achieved using Fishburn's estimates, which propose a distribution of a priori probabilities as a quantitative assessment of their degree of preference. A drawback of this approach is that the indicator values of the system's evalua-tion functional are a formal quantity. The subjectivity in applying Fishburn's estimates is reduced by using a developed modification thereof, which focuses on determining an effective solution over the entire possible space of the solution set.

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Publication Details

Journal
World of transport and technological machines
Published
2025-01-01
DOI
https://doi.org/10.33979/2073-7432-2025-3-1(90)-116-123
Primary Topic
Advanced Research in Systems and Signal Processing
Type
article
Field-Weighted Citation Impact
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article

METHODS FOR UNCERTAINTY REDUCTION IN COMPLEX LOGISTICS SYSTEMS IN RESOURCE ALLOCATION ACROSS INFRASTRUCTURE FACILITIES

Roman A. Khalturin, Terentyev Alexey Vyacheslavovich
World of transport and technological machines
Advanced Research in Systems and Signal Processing
article

METHODS FOR UNCERTAINTY REDUCTION IN COMPLEX LOGISTICS SYSTEMS IN RESOURCE ALLOCATION ACROSS INFRASTRUCTURE FACILITIES

Roman A. Khalturin, Terentyev Alexey Vyacheslavovich
article en

Abstract

The article describes the principles for developing a mathematical framework for decision-making un-der uncertainty. To address this problem, the principle of maximum uncertainty is applied, with Shan-non entropy chosen as the measure of uncertainty. Maximum uncertainty is achieved using Fishburn's estimates, which propose a distribution of a priori probabilities as a quantitative assessment of their degree of preference. A drawback of this approach is that the indicator values of the system's evalua-tion functional are a formal quantity. The subjectivity in applying Fishburn's estimates is reduced by using a developed modification thereof, which focuses on determining an effective solution over the entire possible space of the solution set.

World of transport and technological machinesVol. 90(3-1)
Openalex Percentile: Top 66%
Advanced Research in Systems and Signal Processing
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