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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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2021
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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). |
format | Online Article Text |
id | pubmed-9338745 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
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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