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An uncertain structural optimization method based on nonlinear interval number programming and interval analysis method

机译:基于非线性区间数规划和区间分析法的不确定结构优化方法

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摘要

An optimization method is proposed to solve uncertain structural problems based on a nonlinear interval number programming method and an interval analysis method. A nonlinear interval number programming method is suggested to transform the uncertain optimization problem to a deterministic multi-objective optimization problem based on an order relation of interval. For each specific design vector, an interval analysis method is applied to calculate the interval of the objective function caused by uncertainty, and whereby the optimization nesting problem can be solved. A non-constraint and single-objective optimization problem is then formulated through the linear combination method of multi-objective optimization and the penalty function method. An intergeneration projection genetic algorithm is employed to seek for Pareto optimum of the uncertain problem. The presented method is applied to a benchmark test of ten-bar truss and a practical automobile frame, and the optimization results demonstrate its efficiency.
机译:提出了一种基于非线性区间数规划法和区间分析法的不确定结构优化方法。提出了一种非线性区间数规划方法,将不确定的优化问题转换为基于区间的顺序关系的确定性多目标优化问题。对于每个特定的设计矢量,应用区间分析方法计算由于不确定性导致的目标函数的区间,从而可以解决优化嵌套问题。然后通过多目标优化的线性组合方法和惩罚函数方法,提出了一个非约束和单目标的优化问题。采用代间投影遗传算法寻找不确定问题的帕累托最优。将该方法应用于十杆桁架和实用车架的基准测试,优化结果表明了该方法的有效性。

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