使用创新的nsga定义产品设计的产品属性设置2

Huimin Jiang, Farzad Sabetzadeh
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引用次数: 0

摘要

在产品设计过程中,需要在初始阶段进行质量功能部署和情感设计。其实,对于一个新产品来说,情感设计需要设计师,工程设计需要工程师来完成。一般来说,情感设计中的一些设计属性和工程设计中的工程规范是共同的。然而,质量功能部署和情感设计这两个过程是分开进行的,因此相同的设计属性和工程规范的设置会有一些差异。本文建立了考虑上述两个过程的多目标优化模型。为了优化设计,提出了一种基于混沌优化算法(COA)的新型非支配排序遗传算法-ⅱ(nsga -ⅱ)。同时,采用案例分析的方式,选择手机作为研究对象,说明模型的建立和优化技术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Defining the Settings of Product Attributes for Product Design Using an Innovative NSGA-II
In the process of product design, the quality function deployment and affective design are needed in the initial stage. In fact, for a new product, affective design needs designers, and engineering design needs engineers to complete. Generally, some design attributes in affective design and engineering specifications in engineering design are common. However, the two processes, quality function deployment and affective design, are carried out separately, so there will be some differences in the settings of the same design attributes and engineering specifications. This paper formulates a multi-objective optimization model which considers the above two processes. In order to optimize the design, an innovative non-dominated sorting genetic algorithm-II (NSGA-II) based on chaos optimization algorithm (COA) is proposed. At the same time, using the way of case analysis, the mobile phone is selected as the research object to illustrate the establishment of the model and the optimization technique.
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