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A new integrated intuitionistic fuzzy group decision making approach for product development partner selection

机译:产品开发合作伙伴选择的一种新的集成直觉模糊群决策方法

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摘要

Globally, customers are getting increasingly demanding in terms of quality, price and performance of products and are asking for shorter product development periods with more predictable cycles. These market pressures drive firms to collaborate with possible partners in product development (PD) processes. Nevertheless, choosing the suitable partner for an effective PD is a challenging, complex decision. This study proposes a combined Intuitionistic Fuzzy (IF) Group Decision Making (GDM) model that consists of the Intuitionistic Fuzzy Analytic Hierarchy Process (IF-AHP) and Intuitionistic Fuzzy Technique for Order Preference by Similarity to Ideal Solution (IF-TOPSIS) methods for effectively evaluating PD partners. In order to obtain a more complete evaluation and more precise results, IF-AHP is used for determining criteria weights, whereas IF-TOPSIS methodology is conducted for ranking partner alternatives. This study contributes to partner selection and IF set literature by providing a combined framework based on IF-AHP and IF-TOPSIS with GDM methodology for the first time. To assess the validity of the proposed integrated IF GDM approach, a case study is also provided. This study contributes to literature as it provides a better insight into the theoretical ground of the PD partner selection problem. It also supports organizations which aim to improve their PD evaluation systems.
机译:在全球范围内,客户对产品的质量,价格和性能的要求越来越高,并要求以更可预测的周期缩短产品开发周期。这些市场压力驱使企业在产品开发(PD)流程中与可能的合作伙伴进行协作。然而,为有效的PD选择合适的合作伙伴是一项艰巨而复杂的决定。这项研究提出了一个组合的直觉模糊(IF)群体决策(GDM)模型,该模型包括直觉模糊分析层次过程(IF-AHP)和直觉模糊技术,用于通过类似于理想解决方案(IF-TOPSIS)的方法进行订单偏好。有效评估PD合作伙伴。为了获得更完整的评估和更精确的结果,IF-AHP用于确定标准权重,而IF-TOPSIS方法用于对合作伙伴替代方案进行排名。这项研究首次通过提供基于IF-AHP和IF-TOPSIS以及GDM方法的组合框架,为合作伙伴选择和IF集文献做出了贡献。为了评估所提出的综合IF GDM方法的有效性,还提供了一个案例研究。这项研究为文献做出了贡献,因为它可以更好地了解PD合作伙伴选择问题的理论基础。它还为旨在改进其PD评估系统的组织提供支持。

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