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An integrated expert weight determination method for design concept evaluation

Expert weight determination is a critical issue in the design concept evaluation process, especially for complex products. However, this phase is often ignored by most decision makers. For the evaluation of complex product design concepts, experts are selected by clusters with different backgrounds....

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Detalles Bibliográficos
Autores principales: Chen, Zhe, Zhong, Peisi, Liu, Mei, Ma, Qing, Si, Guangyao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9012764/
https://www.ncbi.nlm.nih.gov/pubmed/35428829
http://dx.doi.org/10.1038/s41598-022-10333-6
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author Chen, Zhe
Zhong, Peisi
Liu, Mei
Ma, Qing
Si, Guangyao
author_facet Chen, Zhe
Zhong, Peisi
Liu, Mei
Ma, Qing
Si, Guangyao
author_sort Chen, Zhe
collection PubMed
description Expert weight determination is a critical issue in the design concept evaluation process, especially for complex products. However, this phase is often ignored by most decision makers. For the evaluation of complex product design concepts, experts are selected by clusters with different backgrounds. This work proposes a novel integrated two-layer method to determine expert weight under these circumstances. In the first layer, a hybrid model integrated by the entropy weight model and the Multiplicative analytical hierarchy process method is presented. In the second layer, a minimized variance model is applied to reach a consensus. Then the final expert weight is determined by the results of both layers. A real-life example of cruise ship cabin design evaluation is implemented to demonstrate the proposed expert weight determination method. To analyze the feasibility of the proposed method, weight determination with and without using experts is compared. The result shows the expert weight determination method is an effective approach to improve the accuracy of design concept evaluation.
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spelling pubmed-90127642022-04-18 An integrated expert weight determination method for design concept evaluation Chen, Zhe Zhong, Peisi Liu, Mei Ma, Qing Si, Guangyao Sci Rep Article Expert weight determination is a critical issue in the design concept evaluation process, especially for complex products. However, this phase is often ignored by most decision makers. For the evaluation of complex product design concepts, experts are selected by clusters with different backgrounds. This work proposes a novel integrated two-layer method to determine expert weight under these circumstances. In the first layer, a hybrid model integrated by the entropy weight model and the Multiplicative analytical hierarchy process method is presented. In the second layer, a minimized variance model is applied to reach a consensus. Then the final expert weight is determined by the results of both layers. A real-life example of cruise ship cabin design evaluation is implemented to demonstrate the proposed expert weight determination method. To analyze the feasibility of the proposed method, weight determination with and without using experts is compared. The result shows the expert weight determination method is an effective approach to improve the accuracy of design concept evaluation. Nature Publishing Group UK 2022-04-15 /pmc/articles/PMC9012764/ /pubmed/35428829 http://dx.doi.org/10.1038/s41598-022-10333-6 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Chen, Zhe
Zhong, Peisi
Liu, Mei
Ma, Qing
Si, Guangyao
An integrated expert weight determination method for design concept evaluation
title An integrated expert weight determination method for design concept evaluation
title_full An integrated expert weight determination method for design concept evaluation
title_fullStr An integrated expert weight determination method for design concept evaluation
title_full_unstemmed An integrated expert weight determination method for design concept evaluation
title_short An integrated expert weight determination method for design concept evaluation
title_sort integrated expert weight determination method for design concept evaluation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9012764/
https://www.ncbi.nlm.nih.gov/pubmed/35428829
http://dx.doi.org/10.1038/s41598-022-10333-6
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