TOWARD A SOFT COMPUTING INTEGRATED INTELLIGENT DESIGN FRAMEWORK

被引:0
作者
Zha, Xuan F. [1 ]
机构
[1] Extens Syst Int LLC, Gaithersburg, MD 20878 USA
来源
ICED 09 - THE 17TH INTERNATIONAL CONFERENCE ON ENGINEERING DESIGN, VOL 6: DESIGN METHODS AND TOOLS, PT 2 | 2009年
关键词
Hybrid intelligent design system; soft computing; computational intelligence; evolutionary neuro-fuzzy model; virtual design and prototyping; mass customization; simulation; integration; ENGINEERING DESIGN; FUZZY;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this paper, a novel soft computing integrated intelligent framework is proposed for virtual product design and prototyping based upon the hybrid intelligence and soft computing techniques. A comprehensive evolutionary neuro-fuzzy model (EFNN), which is a five-layer fuzzy (rule-based) neural network that combines fuzzy logic, neural networks, and genetic algorithms, is developed to support modeling, analysis and evaluation, and optimization tasks in the complex design process. The developed system (EFNN-HIDS) provides a unified, integrated intelligent environment for virtual prototyping, design and simulation, and customization of complex engineering systems and products. A case study for mass customization design of workstation tables is provided to verify and illustrate the proposed model and framework.
引用
收藏
页码:439 / 450
页数:12
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