利用模糊决策模型改进优化设计识别的计算过程

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引用次数: 1

摘要

设计中的概念选择是设计过程中的一个重要方面,必须使用正确的工具来完成。本文通过对模糊两两比较矩阵、模糊加权决策矩阵和模糊VIKOR三种多准则决策模型的集成,给出了最优设计的辨识方法。在决策过程中,两两比较矩阵决定设计特征和子特征的权重,而不是仅仅依靠设计专家的观点来确定设计特征的权重。加权决策矩阵考虑备选设计中子特征的可用性,对备选设计的得分进行汇总。综合得分与设计特征的权重构成主决策矩阵的元素,模糊VIKOR模型确定设计概念的性能指标。用四种液体喷雾机的概念设计对混合模型进行了验证,结果表明该模型在决策过程中具有计算完整性。
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IMPROVING THE COMPUTATIONAL PROCESS FOR IDENTIFYING OPTIMAL DESIGN USING FUZZIFIED DECISION MODELS
Concept selection in design is an important aspect of design process that must be done properly with the right tools. The identification of optimal design is presented in this article by integrating three Multicriteria decision making models which are fuzzified pairwise comparison matrices, fuzzified weighted decision matrix and fuzzy VIKOR. Rather than depending solely on design expert’s view to determine weights of the design features, the pairwise comparison matrices determines the weights of design features and sub features in the decision process. The weighted decision matrix aggregates scores for the alternative designs considering the availability of sub features in them. The aggregated scores form the elements of the main decision matrix together with the weights of the design features and the Fuzzy VIKOR model determines the performance index of the design concepts. The hybridized model was validated using four conceptual designs of liquid spraying machines and the results obtained shows that the model provides computational integrity in decision making process.
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来源期刊
International Journal of Fuzzy System Applications
International Journal of Fuzzy System Applications Computer Science-Computer Science (all)
CiteScore
2.40
自引率
0.00%
发文量
65
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