基于多目标Pareto存档模拟退火算法(PASA)的功能梯度圆板屈曲特性和重量优化

Q3 Mathematics
F. Farhatnia, S. Ali Eftekhari, A. Pakzad, Soheil Oveissi
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引用次数: 6

摘要

本研究首次采用多目标Pareto存档模拟退火算法(PASA)对(Al/Al2O3)铝-氧化铝(Al/Al2O3)和(Al/ZnO2)铝-氧化锆(Al/ZnO2)两种功能梯度圆板的重量和临界屈曲载荷进行了优化。假定材料性质随幂律的变化而变化,以相对于中间表面对称和不对称两种形式的组成部分的体积分数。该板承受均匀径向载荷,并考虑两种边界条件,即简支边和固支边。获取帕累托档案的目的是在给定约束条件下同时实现最大屈曲和最小重量。这些参数包括半径、厚度和体积分数,它们是单独设定的特定范围。以薄板的厚度与半径之比以及临界屈曲应力在弹性范围内为约束条件。在MATLAB中对所提出的模拟退火算法进行编码,得到最优非支配解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimizing the buckling characteristics and weight of functionally graded circular plates using the multi-objective Pareto archived simulated annealing algorithm (PASA)
In this study for the first time, weight and critical buckling load in two kinds of functionally graded (FG) circular plates, namely, aluminum–alumina of (Al/Al2O3) and aluminum–zirconia (Al/ZnO2), are optimized using multi-objective Pareto archived simulated annealing algorithm (PASA). Material properties are assumed to vary with the power law in terms of the volume fractions of the constituent in two forms of symmetric and asymmetric with respect to the middle surface. The plate is subjected to uniform radial load and is considered for two boundary conditions, namely, simply supported and clamped edges. Aim at obtaining the Pareto archive is to achieve simultaneously the maximum buckling and the minimum weight concerning with proposed constraints. The parameters include the radius, thickness and volume fraction that the certain range is intended individually. The constraints are presented in form of the ratio of thickness to radius in category of the thin plates as well as the critical buckling stress being in the elastic range. Proposed simulated annealing algorithm is coded in MATLAB to obtain optimal non-dominated solution.
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来源期刊
CiteScore
2.00
自引率
0.00%
发文量
19
审稿时长
16 weeks
期刊介绍: The International Journal for Simulation and Multidisciplinary Design Optimization is a peer-reviewed journal covering all aspects related to the simulation and multidisciplinary design optimization. It is devoted to publish original work related to advanced design methodologies, theoretical approaches, contemporary computers and their applications to different fields such as engineering software/hardware developments, science, computing techniques, aerospace, automobile, aeronautic, business, management, manufacturing,... etc. Front-edge research topics related to topology optimization, composite material design, numerical simulation of manufacturing process, advanced optimization algorithms, industrial applications of optimization methods are highly suggested. The scope includes, but is not limited to original research contributions, reviews in the following topics: Parameter identification & Surface Response (all aspects of characterization and modeling of materials and structural behaviors, Artificial Neural Network, Parametric Programming, approximation methods,…etc.) Optimization Strategies (optimization methods that involve heuristic or Mathematics approaches, Control Theory, Linear & Nonlinear Programming, Stochastic Programming, Discrete & Dynamic Programming, Operational Research, Algorithms in Optimization based on nature behaviors,….etc.) Structural Optimization (sizing, shape and topology optimizations with or without external constraints for materials and structures) Dynamic and Vibration (cover modelling and simulation for dynamic and vibration analysis, shape and topology optimizations with or without external constraints for materials and structures) Industrial Applications (Applications Related to Optimization, Modelling for Engineering applications are very welcome. Authors should underline the technological, numerical or integration of the mentioned scopes.).
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