复合光盘优化使用饥饿游戏搜索优化算法

IF 2.4 4区 材料科学 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING
Mehmet Kopar, A. Yıldız
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引用次数: 4

摘要

由于层压复合材料的优点,它在工业应用中引起了人们的兴趣。复合材料具有重量轻、强度高、设计灵活等优点,在设计优化中具有重要意义。近年来发展起来的有限元程序和人工智能优化技术在复合材料设计中得到了有效的应用。为了优化复合圆盘的角取向,利用有限元程序进行了分析。利用分析完成后得到的分析数据,采用粒子群优化算法(PSO)、遗传算法(GA)和饥饿游戏搜索优化算法(HGS)确定盘板上的最佳叠加角度值。对得到的结果进行检验,粒子群优化、遗传算法和饥饿游戏搜索优化技术得到的结果表明,饥饿游戏搜索优化算法得到的结果更好,因为其他和HGS都可以用于复合材料的堆叠。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Composite disc optimization using hunger games search optimization algorithm
Abstract It has been interesting in industrial applications due to the advantages provided by laminated composite applications. Composite materials are of great importance in design optimization due to the advantages they provide, such as lightweight, high strength value, and design flexibility. Finite element programs and artificial intelligence optimization techniques developed in recent years are effectively used in the design of composite materials. In order to optimize the angular orientations of the composite disc, analyses are made using the finite element program. Particle swarm optimization algorithm (PSO), genetic algorithm (GA), and hunger games search optimization algorithm(HGS) are used to determine the best stacking angle value on the disc plate using the analysis data obtained after the completion of the analyses. When the results obtained were examined, it was determined that the results obtained from particle swarm optimization, genetic algorithm, and hunger games search optimization techniques showed that hunger games search optimization algorithm gives better results as other and HGS could be used for the stacking of composite materials.
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来源期刊
Materials Testing
Materials Testing 工程技术-材料科学:表征与测试
CiteScore
4.20
自引率
36.00%
发文量
165
审稿时长
4-8 weeks
期刊介绍: Materials Testing is a SCI-listed English language journal dealing with all aspects of material and component testing with a special focus on transfer between laboratory research into industrial application. The journal provides first-hand information on non-destructive, destructive, optical, physical and chemical test procedures. It contains exclusive articles which are peer-reviewed applying respectively high international quality criterions.
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