层压板设计采用遗传算法和并行处理

Joseph Lynn Henderson
{"title":"层压板设计采用遗传算法和并行处理","authors":"Joseph Lynn Henderson","doi":"10.1016/0956-0521(94)90025-6","DOIUrl":null,"url":null,"abstract":"<div><p>The use of a parallel computer in the stacking sequence optimization of a composite laminate via a genetic algorithm is studied. Results are obtained for a graphite-epoxy plate under buckling, strain, and ply contiguity constraints. Two parallelization schemes for the optimization problem are proposed and compared. Results are presented showing the computation time as a function of the number of processors, illustrating the benefits and drawbacks of both schemes. A new technique for design population visualization is also developed as a tool for monitoring the performance of the genetic algorithm.</p></div>","PeriodicalId":100325,"journal":{"name":"Computing Systems in Engineering","volume":"5 4","pages":"Pages 441-453"},"PeriodicalIF":0.0000,"publicationDate":"1994-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/0956-0521(94)90025-6","citationCount":"16","resultStr":"{\"title\":\"Laminated plate design using genetic algorithms and parallel processing\",\"authors\":\"Joseph Lynn Henderson\",\"doi\":\"10.1016/0956-0521(94)90025-6\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>The use of a parallel computer in the stacking sequence optimization of a composite laminate via a genetic algorithm is studied. Results are obtained for a graphite-epoxy plate under buckling, strain, and ply contiguity constraints. Two parallelization schemes for the optimization problem are proposed and compared. Results are presented showing the computation time as a function of the number of processors, illustrating the benefits and drawbacks of both schemes. A new technique for design population visualization is also developed as a tool for monitoring the performance of the genetic algorithm.</p></div>\",\"PeriodicalId\":100325,\"journal\":{\"name\":\"Computing Systems in Engineering\",\"volume\":\"5 4\",\"pages\":\"Pages 441-453\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1994-08-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://sci-hub-pdf.com/10.1016/0956-0521(94)90025-6\",\"citationCount\":\"16\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Computing Systems in Engineering\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/0956052194900256\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computing Systems in Engineering","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/0956052194900256","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 16

摘要

研究了并行计算机在遗传算法优化复合材料层压板堆积顺序中的应用。得到了石墨环氧板在屈曲、应变和层数连续约束下的结果。提出并比较了优化问题的两种并行化方案。结果显示了计算时间作为处理器数量的函数,说明了两种方案的优点和缺点。设计群体可视化技术是一种监测遗传算法性能的新技术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Laminated plate design using genetic algorithms and parallel processing

The use of a parallel computer in the stacking sequence optimization of a composite laminate via a genetic algorithm is studied. Results are obtained for a graphite-epoxy plate under buckling, strain, and ply contiguity constraints. Two parallelization schemes for the optimization problem are proposed and compared. Results are presented showing the computation time as a function of the number of processors, illustrating the benefits and drawbacks of both schemes. A new technique for design population visualization is also developed as a tool for monitoring the performance of the genetic algorithm.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信