基于模糊本体的概念选择决策工具,以保持设计迭代过程中的一致性

Yan Liu, Xinru Chen, Claudia M. Eckert, Xin Zhang
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引用次数: 0

摘要

概念选择是新产品开发过程中最重要的活动之一,因为它在很大程度上影响着后续设计活动的方向。作为一个复杂的多标准决策问题,在做出最终决策之前往往需要反复迭代,而每次选择都要以之前的选择结果为基础。重复使用关键决策要素可确保迭代之间的决策一致性,并提高决策效率。为了支持这种重复使用,本文提出了一种基于模糊本体的概念选择决策工具。它以本体论的方式对关键决策要素及其关系进行建模,并使用加权模糊 TOPSIS(与理想解决方案相似度排序偏好技术)对概念进行评分。通过将该工具应用于一个实例,本文展示了如何在下一次迭代中重复使用为一个决策生成的概念、标准、权重和结果。
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A fuzzy ontology-based decision tool for concept selection to maintain consistency throughout design iterations
Concept selection is one of the most important activities in new product development processes in that it greatly influences the direction of subsequent design activities. As a complex multiple-criteria decision-making problem, it often requires iterations before reaching the final decision where each selection is based on previous selection results. Reusing key decision elements ensures decision consistency between iterations and improves decision efficiency. To support this reuse, this paper proposes a fuzzy ontology-based decision tool for concept selection. It models the key decision elements and their relations in an ontological way and scores the concepts using weighted fuzzy TOPSIS (Technique for Order Preference by Similarity to an Ideal Solution). By applying the tool to an example, this paper demonstrates how the concepts, criteria, weights and results generated for one decision can be reused in the next iteration.
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