The risk assessment of construction project investment based on prospect theory with linguistic preference orderings
Multiple experts decision-making (MEDM) can be regarded as a situation where a group of experts are invited to provide their opinions by evaluating the given alternatives, and then select the optimal alternative(s). As a useful linguistic expression model, linguistic preference orderings (LPOs) were...
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doaj-f9cf1b51d57d4480b1d8c35094b4c8e22021-05-13T09:30:27ZengTaylor & Francis GroupEkonomska Istraživanja1331-677X1848-96642021-01-0134170973110.1080/1331677X.2020.18683241868324The risk assessment of construction project investment based on prospect theory with linguistic preference orderingsXunjie Gou0Zeshui Xu1Wei Zhou2Enrique Herrera-Viedma3Business School, Sichuan UniversityBusiness School, Sichuan UniversitySchool of Finance, Yunnan University of Finance and EconomicsDepartment of Computer Science and Artificial Intelligence, University of GranadaMultiple experts decision-making (MEDM) can be regarded as a situation where a group of experts are invited to provide their opinions by evaluating the given alternatives, and then select the optimal alternative(s). As a useful linguistic expression model, linguistic preference orderings (LPOs) were established in which the order of alternatives and the relationships between two adjacent alternatives are fused well. Considering that prospect theory has the superiority in depicting risk attitudes (risk seeking for losses and risk aversion for gains) during the uncertain decision-making process, this paper develops a consensus model based on prospect theory to deal with MEDM problems with LPOs. Firstly, each LPO provided by expert is transformed into the responding DHLPR with complete consistency. Then, the reference point of expert is determined and the prospect preference matrix is established. Moreover, we can obtain the overall prospect consensus degree for a MEDM problem by calculating the similarity degree between individual and collective prospect preference matrix. Furthermore, a consensus improvement method is developed to complete the consensus reaching process. Finally, we apply the proposed method to deal with a practical MEDM problem involving the construction project investment, and make some comparative analyses with existing methods.http://dx.doi.org/10.1080/1331677X.2020.1868324risk assessmentconstruction project investmentprospect theorylinguistic preference orderingsconsensus |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Xunjie Gou Zeshui Xu Wei Zhou Enrique Herrera-Viedma |
spellingShingle |
Xunjie Gou Zeshui Xu Wei Zhou Enrique Herrera-Viedma The risk assessment of construction project investment based on prospect theory with linguistic preference orderings Ekonomska Istraživanja risk assessment construction project investment prospect theory linguistic preference orderings consensus |
author_facet |
Xunjie Gou Zeshui Xu Wei Zhou Enrique Herrera-Viedma |
author_sort |
Xunjie Gou |
title |
The risk assessment of construction project investment based on prospect theory with linguistic preference orderings |
title_short |
The risk assessment of construction project investment based on prospect theory with linguistic preference orderings |
title_full |
The risk assessment of construction project investment based on prospect theory with linguistic preference orderings |
title_fullStr |
The risk assessment of construction project investment based on prospect theory with linguistic preference orderings |
title_full_unstemmed |
The risk assessment of construction project investment based on prospect theory with linguistic preference orderings |
title_sort |
risk assessment of construction project investment based on prospect theory with linguistic preference orderings |
publisher |
Taylor & Francis Group |
series |
Ekonomska Istraživanja |
issn |
1331-677X 1848-9664 |
publishDate |
2021-01-01 |
description |
Multiple experts decision-making (MEDM) can be regarded as a situation where a group of experts are invited to provide their opinions by evaluating the given alternatives, and then select the optimal alternative(s). As a useful linguistic expression model, linguistic preference orderings (LPOs) were established in which the order of alternatives and the relationships between two adjacent alternatives are fused well. Considering that prospect theory has the superiority in depicting risk attitudes (risk seeking for losses and risk aversion for gains) during the uncertain decision-making process, this paper develops a consensus model based on prospect theory to deal with MEDM problems with LPOs. Firstly, each LPO provided by expert is transformed into the responding DHLPR with complete consistency. Then, the reference point of expert is determined and the prospect preference matrix is established. Moreover, we can obtain the overall prospect consensus degree for a MEDM problem by calculating the similarity degree between individual and collective prospect preference matrix. Furthermore, a consensus improvement method is developed to complete the consensus reaching process. Finally, we apply the proposed method to deal with a practical MEDM problem involving the construction project investment, and make some comparative analyses with existing methods. |
topic |
risk assessment construction project investment prospect theory linguistic preference orderings consensus |
url |
http://dx.doi.org/10.1080/1331677X.2020.1868324 |
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