用遗传算法优化的 BP 神经网络模型预测棉纤维的机械特性

IF 2.8 3区 工程技术 Q1 MATERIALS SCIENCE, TEXTILES Journal of Natural Fibers Pub Date : 2024-08-09 DOI:10.1080/15440478.2024.2389161
Junyang Wang, Limin Zhang, Xiang Liu, Jin-chi Zhang, Wanxin Wang, Hong Xu
{"title":"用遗传算法优化的 BP 神经网络模型预测棉纤维的机械特性","authors":"Junyang Wang, Limin Zhang, Xiang Liu, Jin-chi Zhang, Wanxin Wang, Hong Xu","doi":"10.1080/15440478.2024.2389161","DOIUrl":null,"url":null,"abstract":"","PeriodicalId":16560,"journal":{"name":"Journal of Natural Fibers","volume":null,"pages":null},"PeriodicalIF":2.8000,"publicationDate":"2024-08-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Prediction of Mechanical Properties of Cotton Fibers by a BP Neural Network Model Optimized by Genetic Algorithm\",\"authors\":\"Junyang Wang, Limin Zhang, Xiang Liu, Jin-chi Zhang, Wanxin Wang, Hong Xu\",\"doi\":\"10.1080/15440478.2024.2389161\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"\",\"PeriodicalId\":16560,\"journal\":{\"name\":\"Journal of Natural Fibers\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":2.8000,\"publicationDate\":\"2024-08-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Natural Fibers\",\"FirstCategoryId\":\"88\",\"ListUrlMain\":\"https://doi.org/10.1080/15440478.2024.2389161\",\"RegionNum\":3,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"MATERIALS SCIENCE, TEXTILES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Natural Fibers","FirstCategoryId":"88","ListUrlMain":"https://doi.org/10.1080/15440478.2024.2389161","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MATERIALS SCIENCE, TEXTILES","Score":null,"Total":0}
引用次数: 0
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Prediction of Mechanical Properties of Cotton Fibers by a BP Neural Network Model Optimized by 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
Journal of Natural Fibers
Journal of Natural Fibers MATERIALS SCIENCE, TEXTILES-
CiteScore
6.20
自引率
22.90%
发文量
419
审稿时长
>12 weeks
期刊介绍: The Journal of Natural Fibers presents new achievements in basic research and the development of multi-purpose applications that further the economical and ecological production of hard fibers, protein fibers, seed, bast, leaf, and cellulosic fibers. An international panel of academics, researchers, and practitioners examines new processing methods and techniques, new trends and economic aspects of processing natural raw materials, sustainable agriculture and eco-friendly techniques that address environmental concerns, the efficient assessment of the life cycle of natural fibers-based products, and the natural reclamation of polluted land.
期刊最新文献
Hybrid Modeling and Management of Lodging in Subtropical Fiber Flax: Optimizing Plant Nutrition for Sustainable Cultivation Splicing Properties of Natural Fiber for Producing Yarns and Their Blends: A Review Paper Analysis of Short Fiber Measurements Calculated from the Length Distribution from an HVI Fibrogram Production of Micro Nanofibrillated Cellulose from Prerefined Fiber via a Dry Dielectric Barrier Discharge (DBD) Oxygen Plasma-Treated Powder Precursor Chemical and physical modifications of the surface of sisal agave fibre used as a reinforcement in epoxy resin – A Review
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1