模糊优化理论与层次分析法相结合的工程设计模型

Chi Zhang, Xumei Song, Wei Li
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引用次数: 2

摘要

工程方案优化在概念设计过程中具有特别重要的意义,因为概念设计过程涉及多个不确定目标。此外,用于评价和选择满意方案的目标集由许多定性和定量因素组成。因此,这是一个半结构化的多目标决策问题。本文提出了工程方案评价的框架和方法,提出了模糊优化模型(FOM)来综合评判标准集中各目标的影响,并采用层次分析法(AHP)计算权重向量,模拟基于互补对比较的决策者的经验和偏好。通过实例分析,证明了新框架和方法的有效性和鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Model Combined Fuzzy Optimum Theory with Analytical Hierarchy Process for Engineering Design
Engineering scheme optimization is of particular importance in the concept design process, which involves multiple objectives with uncertainty. Also, the objective set, used to evaluate and select the satisfying alternative, consists of many qualitative and quantitative factors. So it is a problem of semi-structured multi-objective decision making (SEMODM). This paper develops a framework and methodology for evaluation of engineering alternatives, where a fuzzy optimum model (FOM) is proposed to integrate the influence of each objective in the criteria set, and the analytical hierarchy process (AHP) is adopted to calculate the weight vector, which can mimic the decision maker's experience and preference based on complementary pair wise comparisons. A case study is given to show the efficiency and robustness of the new framework and methodology.
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