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非线性多目标鲁棒设计问题的建模与优化方法研究
Modeling and Optimization of Nonlinear Multiobjective Robust Design
【摘要】 针对鲁棒设计中非线性多目标问题,提出非线性多目标鲁棒设计问题的建模与优化方法。首先,基于鲁棒设计原理,对非线性多目标鲁棒设计的问题进行建模;接着,研究了基于NSGAⅡ遗传算法和蒙特卡罗计算方法的非线性多目标鲁棒优化方法;最后,通过举出实际例子验证该方法的有效性。
【Abstract】 The method of modelling and optimization for nonlinear multiobjective robust design was presented in this paper.Firstly,the mathematical model of nonlinear multiobjective robust design is established.Secondly,the NSGA Ⅱ Genetic Algorithm and Monte Carlo method are adopted to solve the model of nonlinear multiobjective robust design.Finally,a design example is analyzed to show effectiveness of this proposed method.
【基金】 国家自然科学基金资助项目(60304015,50575142)
- 【文献出处】 机械设计与研究 ,Machine Design & Research , 编辑部邮箱 ,2006年05期
- 【分类号】TP391.72
- 【被引频次】4
- 【下载频次】366