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A Fuzzy Model of Risk Assessment for Environmental Start-Up Projects in the Air Transport Sector
The purpose of this paper is to develop a fuzzy model of the risk assessment for environmental start-up projects in the air transport sector at the stage of business expansion. The model developed for the following software will be a useful tool for the risk decision support system of investment fun...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6801935/ https://www.ncbi.nlm.nih.gov/pubmed/31554315 http://dx.doi.org/10.3390/ijerph16193573 |
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author | Polishchuk, Volodymyr Kelemen, Miroslav Gavurová, Beáta Varotsos, Costas Andoga, Rudolf Gera, Martin Christodoulakis, John Soušek, Radovan Kozuba, Jaroslaw Hospodka, Jakub Blišťan, Peter Szabo, Stanislav |
author_facet | Polishchuk, Volodymyr Kelemen, Miroslav Gavurová, Beáta Varotsos, Costas Andoga, Rudolf Gera, Martin Christodoulakis, John Soušek, Radovan Kozuba, Jaroslaw Hospodka, Jakub Blišťan, Peter Szabo, Stanislav |
author_sort | Polishchuk, Volodymyr |
collection | PubMed |
description | The purpose of this paper is to develop a fuzzy model of the risk assessment for environmental start-up projects in the air transport sector at the stage of business expansion. The model developed for the following software will be a useful tool for the risk decision support system of investment funds in financing environmental start-up projects at the stage of market conquest. Developing a quantitative risk assessment for environmental start-up projects for the air transport sector will increase the resilience of making risk decisions about their financing by the investors. In this paper, a set of 21 criteria for assessing the risk of launching environmental start-up projects in the air transport sector were formulated for the first time by presenting inputs in the form of a linguistic risk assessment and the number of credible expert considerations. The fuzzy risk assessment model, based on expert knowledge, uses linguistic variables, reveals the uncertainty of the input data, and displays a risk assessment with linguistic interpretation. The result of the paper is a fuzzy model that is embedded in a generalized algorithm and tested in an example risk assessment of environmental start-up projects in the air transport sector. |
format | Online Article Text |
id | pubmed-6801935 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-68019352019-10-31 A Fuzzy Model of Risk Assessment for Environmental Start-Up Projects in the Air Transport Sector Polishchuk, Volodymyr Kelemen, Miroslav Gavurová, Beáta Varotsos, Costas Andoga, Rudolf Gera, Martin Christodoulakis, John Soušek, Radovan Kozuba, Jaroslaw Hospodka, Jakub Blišťan, Peter Szabo, Stanislav Int J Environ Res Public Health Article The purpose of this paper is to develop a fuzzy model of the risk assessment for environmental start-up projects in the air transport sector at the stage of business expansion. The model developed for the following software will be a useful tool for the risk decision support system of investment funds in financing environmental start-up projects at the stage of market conquest. Developing a quantitative risk assessment for environmental start-up projects for the air transport sector will increase the resilience of making risk decisions about their financing by the investors. In this paper, a set of 21 criteria for assessing the risk of launching environmental start-up projects in the air transport sector were formulated for the first time by presenting inputs in the form of a linguistic risk assessment and the number of credible expert considerations. The fuzzy risk assessment model, based on expert knowledge, uses linguistic variables, reveals the uncertainty of the input data, and displays a risk assessment with linguistic interpretation. The result of the paper is a fuzzy model that is embedded in a generalized algorithm and tested in an example risk assessment of environmental start-up projects in the air transport sector. MDPI 2019-09-24 2019-10 /pmc/articles/PMC6801935/ /pubmed/31554315 http://dx.doi.org/10.3390/ijerph16193573 Text en © 2019 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Polishchuk, Volodymyr Kelemen, Miroslav Gavurová, Beáta Varotsos, Costas Andoga, Rudolf Gera, Martin Christodoulakis, John Soušek, Radovan Kozuba, Jaroslaw Hospodka, Jakub Blišťan, Peter Szabo, Stanislav A Fuzzy Model of Risk Assessment for Environmental Start-Up Projects in the Air Transport Sector |
title | A Fuzzy Model of Risk Assessment for Environmental Start-Up Projects in the Air Transport Sector |
title_full | A Fuzzy Model of Risk Assessment for Environmental Start-Up Projects in the Air Transport Sector |
title_fullStr | A Fuzzy Model of Risk Assessment for Environmental Start-Up Projects in the Air Transport Sector |
title_full_unstemmed | A Fuzzy Model of Risk Assessment for Environmental Start-Up Projects in the Air Transport Sector |
title_short | A Fuzzy Model of Risk Assessment for Environmental Start-Up Projects in the Air Transport Sector |
title_sort | fuzzy model of risk assessment for environmental start-up projects in the air transport sector |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6801935/ https://www.ncbi.nlm.nih.gov/pubmed/31554315 http://dx.doi.org/10.3390/ijerph16193573 |
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