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Application of integrated fuzzy-AHP for design evaluation in product development

机译:集成模糊层次分析法在产品开发设计评价中的应用

摘要

The evaluation process of conceptual design alternatives in a new product development environment is a critical point for companies who operate in fast-growing markets. Various methods exist that are able to successfully carry out this difficult and time-consuming process. One of these methods, the Analytical Hierarchy Process (AHP) that been widely used to solve multiple-criteria decision making problems in both academic research and inudindustrial practice. However, due to vagueness and uncertainty in the decision-maker’s judgment, pair-wise comparison with Integrated Fuzzy-AHP may be able to accurately capture the decision-maker’s judgment. Therefore, fuzzy is introduced into the pair-wiseudcomparison in the AHP to compensate for this deficiency in the integrated Fuzzy-AHP. This is referred to as integrated fuzzy-AHP. In this paper, a fuzzy-AHP method is used to reduce a set of conceptual design alternatives by eliminating those whose scores are smaller than audpredetermined constant value obtained under certain circumstances. Then, simulation analysis is integrated with the fuzzy-AHP method. Finally, the results of integrated fuzzy- AHP are used for Preference Ratio analysis to reach to the final alternative.
机译:对于在快速发展的市场中运营的公司,新产品开发环境中的概念设计替代方案的评估过程至关重要。存在能够成功执行该困难且耗时的过程的各种方法。这些方法之一是层次分析法(AHP),已广泛用于解决学术研究和工业实践中的多标准决策问题。但是,由于决策者的判断含糊不清,因此,与Integrated Fuzzy-AHP进行成对比较可能会准确地反映决策者的判断。因此,将模糊引入到AHP中的成对比较中,以弥补集成Fuzzy-AHP中的这种不足。这称为集成模糊AHP。在本文中,模糊AHP方法用于通过消除得分小于在某些情况下获得的预定常数的那些方法来减少一组概念设计方案。然后,将仿真分析与模糊-层次分析法相结合。最后,将综合模糊AHP的结果用于首选项比率分析,以得出最终替代方案。

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    Nurul Arifah Che Ropa;

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  • 年度 2016
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