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A Consensus-Reaching Approach to the Evaluation of Product Design Alternatives with Multiple Preference Structures

With interdisciplinarity being an important characteristic of contemporary product design, the evaluation of design alternatives also involves multiple disciplines, and the evaluator group usually consists of evaluators from different fields and with obvious heterogeneous characteristics. To effecti...

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Detalles Bibliográficos
Autores principales: Hu, Yukun, Yu, Suihuai, Chu, Jianjie, Chen, Dengkai, Cheng, Fangmin, Chen, Chen, Liu, Zhuo, Wei, Ting
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9338745/
https://www.ncbi.nlm.nih.gov/pubmed/35915600
http://dx.doi.org/10.1155/2021/6992648
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author Hu, Yukun
Yu, Suihuai
Chu, Jianjie
Chen, Dengkai
Cheng, Fangmin
Chen, Chen
Liu, Zhuo
Wei, Ting
author_facet Hu, Yukun
Yu, Suihuai
Chu, Jianjie
Chen, Dengkai
Cheng, Fangmin
Chen, Chen
Liu, Zhuo
Wei, Ting
author_sort Hu, Yukun
collection PubMed
description With interdisciplinarity being an important characteristic of contemporary product design, the evaluation of design alternatives also involves multiple disciplines, and the evaluator group usually consists of evaluators from different fields and with obvious heterogeneous characteristics. To effectively satisfy the heterogeneous needs of evaluators and improve the credibility of evaluation results, the paper introduces a consensus-reaching approach that incorporates multiple preferences to the evaluation of product design alternatives. First, in order to obtain individual preference information, each evaluator is asked to evaluate all the design alternatives using a preference structure that he/she is familiar with. Second, we use a transfer function to uniform the evaluation information obtained from various preference structures into a complementary judgment matrix. Then, we use the Hybrid Weighted Averaging (HWA) operator weight determination model to aggregate the preference information and obtain the group preference information. Then, we measure the consensus degree between individual evaluators and the group using a consensus measurement method. After that, we use the feedback mechanism to instruct individual evaluators to modify their preferences until a consensus is achieved. We explain the application steps and the feasibility of this approach through the evaluation of the design alternatives of multichannel fluorescence immunochromatography analyzers (MFIAs).
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spelling pubmed-93387452022-07-31 A Consensus-Reaching Approach to the Evaluation of Product Design Alternatives with Multiple Preference Structures Hu, Yukun Yu, Suihuai Chu, Jianjie Chen, Dengkai Cheng, Fangmin Chen, Chen Liu, Zhuo Wei, Ting Comput Intell Neurosci Research Article With interdisciplinarity being an important characteristic of contemporary product design, the evaluation of design alternatives also involves multiple disciplines, and the evaluator group usually consists of evaluators from different fields and with obvious heterogeneous characteristics. To effectively satisfy the heterogeneous needs of evaluators and improve the credibility of evaluation results, the paper introduces a consensus-reaching approach that incorporates multiple preferences to the evaluation of product design alternatives. First, in order to obtain individual preference information, each evaluator is asked to evaluate all the design alternatives using a preference structure that he/she is familiar with. Second, we use a transfer function to uniform the evaluation information obtained from various preference structures into a complementary judgment matrix. Then, we use the Hybrid Weighted Averaging (HWA) operator weight determination model to aggregate the preference information and obtain the group preference information. Then, we measure the consensus degree between individual evaluators and the group using a consensus measurement method. After that, we use the feedback mechanism to instruct individual evaluators to modify their preferences until a consensus is achieved. We explain the application steps and the feasibility of this approach through the evaluation of the design alternatives of multichannel fluorescence immunochromatography analyzers (MFIAs). Hindawi 2021-11-10 /pmc/articles/PMC9338745/ /pubmed/35915600 http://dx.doi.org/10.1155/2021/6992648 Text en Copyright © 2021 Yukun Hu et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Hu, Yukun
Yu, Suihuai
Chu, Jianjie
Chen, Dengkai
Cheng, Fangmin
Chen, Chen
Liu, Zhuo
Wei, Ting
A Consensus-Reaching Approach to the Evaluation of Product Design Alternatives with Multiple Preference Structures
title A Consensus-Reaching Approach to the Evaluation of Product Design Alternatives with Multiple Preference Structures
title_full A Consensus-Reaching Approach to the Evaluation of Product Design Alternatives with Multiple Preference Structures
title_fullStr A Consensus-Reaching Approach to the Evaluation of Product Design Alternatives with Multiple Preference Structures
title_full_unstemmed A Consensus-Reaching Approach to the Evaluation of Product Design Alternatives with Multiple Preference Structures
title_short A Consensus-Reaching Approach to the Evaluation of Product Design Alternatives with Multiple Preference Structures
title_sort consensus-reaching approach to the evaluation of product design alternatives with multiple preference structures
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9338745/
https://www.ncbi.nlm.nih.gov/pubmed/35915600
http://dx.doi.org/10.1155/2021/6992648
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