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Fuzzy MCDM for evaluating fashion trend alternatives

机译:模糊MCDM评估时尚趋势选择

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摘要

Purpose - Based on the developed personal pleasure fashion design model (PPFDM), the authors have developed six fashion trend alternatives. The purpose of this paper is to use the fuzzy multiple criteria decision making (MCDM) to select the best fashion trend alternative. Design/methodology/approach - To rationalize uncertainty associated with fuzzy, the fuzzy analytic hierarchy process (fuzzy AHP) is proposed in this work to calculate the weight for the criteria. The synthetic evaluation is used to calculate the score for each criterion from the best non-fuzzy performance (BNP) values and the weight of the criterion. The scores for each criterion are summed up to rank the importance of the alternatives. Findings - The results show that the preferred trend of the alternatives is in the order of Romantic hippy, followed by Greek goddess, then Black knight, Urban punk, Country yappy, and Sporty academy. The multiple dimension scale (MDS) is used to visualize the preferred fashion trend alternatives; it reveals that the preference image goes from romantic to urban, to country, and finally to sporty. Originality/value - The paper offers important criteria for the selection of fashion trend alternatives. The calculation examples provide insight into the complicated fuzzy AHP and MDS methods to clarify each step in fuzzy MCDM. This study, through using MDS, uncovers that material-oriented consumers will purchase products or brands that are congruent with their inner femininity desire to create their personal identity and self-image. Moreover, the developed framework has proven to be useful in improving the quality of fashion design decision.
机译:目的-基于已开发的个人娱乐时尚设计模型(PPFDM),作者开发了六种时尚趋势替代品。本文的目的是使用模糊多准则决策(MCDM)选择最佳的流行趋势选择。设计/方法/方法-为了合理化与模糊相关的不确定性,在这项工作中提出了模糊层次分析法(模糊AHP)来计算标准的权重。综合评估用于根据最佳非模糊性能(BNP)值和标准权重计算每个标准的分数。总结每个标准的分数,以对替代方案的重要性进行排名。结果-结果表明,替代方案的首选趋势是按浪漫嬉皮的顺序排列,其次是希腊女神,然后是黑骑士,都市朋克,乡村雅皮和运动型学院。多维比例尺(MDS)用于可视化首选的时尚趋势替代品;它揭示了喜好形象从浪漫到都市,到乡村,再到运动。原创性/价值-本文为选择流行趋势提供了重要标准。计算示例提供了对复杂的模糊AHP和MDS方法的了解,以阐明模糊MCDM中的每个步骤。通过使用MDS进行的这项研究发现,以材料为导向的消费者将购买与其内在女性气质愿望相一致的产品或品牌,以创造个人身份和自我形象。此外,已开发的框架已被证明对改善时装设计决策的质量很有用。

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