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Computers & industrial engineering, 2020-09, Vol.147, p.106677, Article 106677
2020

Details

Autor(en) / Beteiligte
Titel
New design concept evaluation method involving customer preferences based on rough distance to redefined ideal solution
Ist Teil von
  • Computers & industrial engineering, 2020-09, Vol.147, p.106677, Article 106677
Ort / Verlag
Elsevier Ltd
Erscheinungsjahr
2020
Link zum Volltext
Quelle
Elsevier ScienceDirect Journals Complete
Beschreibungen/Notizen
  • •This method considers customer preferences for new design concept to be evaluated.•The weights and importance ratings of criteria are got from customer preferences.•This method sorts alternatives according to their distances to ideal solutions.•Ideal solutions are redefined by integrating criteria’s characters and importance.•The priority of proposed evaluation method is validated by empirical comparison. Currently, to get more popular design solution, customers are allowed to provide their preferences for new design concepts to be evaluated. Existing customer-involved design concept evaluation (CDCE) methods based on multi-criteria decision-making (MCDM) models collect customer preferences for certain pre-determined criteria as the one kind of evaluation factor without further exploring these subjective data, and sort the alternatives according to their deviations to positive ideal solution (PIS) and negative ideal solution (NIS). The elements of PIS and NIS are defined only limited to considering the benefit-like or cost-like characteristics of criteria without considering the impacts of customer preferences. To make better use of the customer preferences in CDCE, we propose a new multi-criteria CDCE method which not only captures the customer-related weights and importance ratings of criteria from customer preferences, but also more importantly, redefines PIS and NIS by comprehensive considering the characteristics of criteria and their importance ratings. Rough distances between alternatives and redefined ideal solutions are calculated to obtain the preferred degrees of alternatives for priority ranking, so the proposed method is named as evaluation based on rough distance to redefined ideal solution (RD-RIS). With the help of new combined ideal solution definition strategy adopted in RD-RIS, the best design concept recommended by RD-RIS is favored by customers as well as satisfies the constraints of evaluation criteria. Besides theoretical research, a practical example is introduced to illustrate the process of RD-RIS, and the empirical comparisons between RD-RIS and other classical MCDM methods are carried out to validate the superiority of RD-RIS. Experimental results show that RD-RIS is a feasible CDCE method which can give more reliable and reasonable evaluation results based on different customer preference values.
Sprache
Englisch
Identifikatoren
ISSN: 0360-8352
eISSN: 1879-0550
DOI: 10.1016/j.cie.2020.106677
Titel-ID: cdi_crossref_primary_10_1016_j_cie_2020_106677

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