A multiobjective discrete combination optimization method for dynamics design of engineering structures

IF 3.4 Q1 ENGINEERING, MECHANICAL 国际机械系统动力学学报(英文) Pub Date : 2022-05-03 DOI:10.1002/msd2.12038
Wenjie Ding, Yanchen Ji, Haitao Liao, Daining Fang
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引用次数: 3

Abstract

This paper presents a new multiobjective discrete optimization method for the engineering design of dynamic problems. A discrete combinatorial optimization problem is solved using a particle swarm optimization algorithm coupled with a stair-form interpolation model. To address multiobjective optimization issues, a weighted average approach is implemented to convert the multiobjective optimization problem into an equivalent single-objective optimization problem. Design constraints are taken into consideration by using the penalty function strategy. The proposed method is first verified with a 10-bar truss structure design problem, where the cross-sectional area of each bar is optimized to minimize both volume and node displacement. Second, the dynamic issue for hybrid composite laminates is investigated by maximizing the fundamental frequency and minimizing the cost. The results reveal that the optimized results generated by the proposed method agree well with those from other approaches.

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工程结构动力学设计的多目标离散组合优化方法
针对工程设计中的动态问题,提出了一种新的多目标离散优化方法。采用粒子群优化算法结合阶梯插值模型求解离散组合优化问题。为了解决多目标优化问题,采用加权平均法将多目标优化问题转化为等效的单目标优化问题。采用罚函数策略考虑了设计约束。首先通过一个10杆桁架结构设计问题验证了所提出的方法,其中每个杆的横截面积进行了优化,以最小化体积和节点位移。其次,从基频最大化和成本最小化的角度研究了复合材料层合板的动力学问题。结果表明,该方法的优化结果与其他方法的优化结果一致。
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