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基于分布/并行计算框架求解多学科设计优化问题
引用本文:胡添元,余雄庆.基于分布/并行计算框架求解多学科设计优化问题[J].航空计算技术,2010,40(2):21-23,27.
作者姓名:胡添元  余雄庆
作者单位:南京航空航天大学,飞行器先进设计技术国防重点学科实验室,江苏,南京,210016
摘    要:计算框架是多学科设计优化研究的重要问题之一。首先,针对一种基于代理模型的二级优化方法,提出三种不同的分布/并行策略,并对这三种策略的优缺点进行分析。然后,选择其中一种分布/并行策略,以构造代理模型的过程为例,阐述该策略的实现过程。最后,以一个飞翼布局飞行器多学科设计优化问题为算例,在iSIGHT-FD/FIPERACS平台上建立一个分布/并行的多学科设计优化计算框架。应用算例表明,建立的分布/并行计算框架可以明显缩短多学科设计优化问题的求解时间。

关 键 词:分布/并行策略  计算框架  多学科设计优化

A Distributed/Parallel Computing Framework for Multidisciplinary Design Optimization
HU Tian-yuan,YU Xiong-qing.A Distributed/Parallel Computing Framework for Multidisciplinary Design Optimization[J].Aeronautical Computer Technique,2010,40(2):21-23,27.
Authors:HU Tian-yuan  YU Xiong-qing
Institution:HU Tian- yuan, YU Xiong- qing ( Key Laboratory of Fundamental Science for National Defense- Advanced Design Technology of Flight Vehicle,Nanjing University of Aeronautics & Astronautics ,Nanjing 210016 ,China)
Abstract:Computing framework is one of the important issues for muhidisciplinary design optimization (MDO). Three different distributed/parallel strategies are proposed for the method of the surrogate- based two- level optimization. The advantages and disadvantages of each distributed/parallel strategies are presented. The construction of surrogate model was used to illustrated the detail steps of the solution strategy implementation. The MDO for a flying- wing configuration is employed to construct a distributed/parallel computing framework on iSIGHT- FD/FIPER ACS platform. The results indicate that the computing framework can substantially shorten time of solving MDO problem.
Keywords:distributed/parallel strategy  computing framework  multidisciplinary design optimization
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