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Entropy as an Objective Function of Optimization Multimodal Transportations

This article considers the use of the entropy method in the optimization and forecasting of multimodal transport under conditions of risks that can be determined simultaneously by deterministic, stochastic and fuzzy quantities. This will allow to change the route of transportation in real time in an...

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Autores principales: Bazaluk, Oleg, Kotenko, Sergiy, Nitsenko, Vitalii
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8393409/
https://www.ncbi.nlm.nih.gov/pubmed/34441086
http://dx.doi.org/10.3390/e23080946
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author Bazaluk, Oleg
Kotenko, Sergiy
Nitsenko, Vitalii
author_facet Bazaluk, Oleg
Kotenko, Sergiy
Nitsenko, Vitalii
author_sort Bazaluk, Oleg
collection PubMed
description This article considers the use of the entropy method in the optimization and forecasting of multimodal transport under conditions of risks that can be determined simultaneously by deterministic, stochastic and fuzzy quantities. This will allow to change the route of transportation in real time in an optimal way with an unacceptable increase in the risk at one of its next stages and predict the redistribution of the load of transport nodes. The aim of this study is to develop a mathematical model for the optimal choice of an alternative route, the best for one or more objective functions in real time. In addition, it is proposed to use this mathematical model to estimate the dynamic change in turnover through intermediate transport nodes, forecasting their loading over time under different conditions that also include long-term risks which are significant in magnitude. To substantiate the feasibility of the proposed mathematical model, the analysis and forecast of cargo turnover through the seaports of Ukraine are presented, taking into account and analysing the existing risks.
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spelling pubmed-83934092021-08-28 Entropy as an Objective Function of Optimization Multimodal Transportations Bazaluk, Oleg Kotenko, Sergiy Nitsenko, Vitalii Entropy (Basel) Article This article considers the use of the entropy method in the optimization and forecasting of multimodal transport under conditions of risks that can be determined simultaneously by deterministic, stochastic and fuzzy quantities. This will allow to change the route of transportation in real time in an optimal way with an unacceptable increase in the risk at one of its next stages and predict the redistribution of the load of transport nodes. The aim of this study is to develop a mathematical model for the optimal choice of an alternative route, the best for one or more objective functions in real time. In addition, it is proposed to use this mathematical model to estimate the dynamic change in turnover through intermediate transport nodes, forecasting their loading over time under different conditions that also include long-term risks which are significant in magnitude. To substantiate the feasibility of the proposed mathematical model, the analysis and forecast of cargo turnover through the seaports of Ukraine are presented, taking into account and analysing the existing risks. MDPI 2021-07-24 /pmc/articles/PMC8393409/ /pubmed/34441086 http://dx.doi.org/10.3390/e23080946 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Bazaluk, Oleg
Kotenko, Sergiy
Nitsenko, Vitalii
Entropy as an Objective Function of Optimization Multimodal Transportations
title Entropy as an Objective Function of Optimization Multimodal Transportations
title_full Entropy as an Objective Function of Optimization Multimodal Transportations
title_fullStr Entropy as an Objective Function of Optimization Multimodal Transportations
title_full_unstemmed Entropy as an Objective Function of Optimization Multimodal Transportations
title_short Entropy as an Objective Function of Optimization Multimodal Transportations
title_sort entropy as an objective function of optimization multimodal transportations
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8393409/
https://www.ncbi.nlm.nih.gov/pubmed/34441086
http://dx.doi.org/10.3390/e23080946
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