Article(id=1242129356462555269, tenantId=1146029695717560320, journalId=1146031591421210625, issueId=1242129295322186661, articleNumber=null, orderNo=null, doi=10.3981/j.issn.1000-7857.2012.26.003, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1338825600000, receivedDateStr=2012-06-05, revisedDate=1344441600000, revisedDateStr=2012-08-09, acceptedDate=null, acceptedDateStr=null, onlineDate=1347897600000, onlineDateStr=2012-09-18, pubDate=1347897600000, pubDateStr=2012-09-18, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1347897600000, onlineIssueDateStr=2012-09-18, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1774076316225, creator=sys-migrate, updateTime=1774076316225, updator=sys-migrate, issue=Issue{id=1242129295322186661, tenantId=1146029695717560320, journalId=1146031591421210625, year='2012', volume='30', issue='26', pageStart='3', pageEnd='96', issueExtLink='null', onlineDate='null', pubDate='1347897600000', pubDateStr='2012-09-18', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=3, issueType=-1, specialIssue=null, createTime=1774076301648, creator='sys-migrate', updateTime=1774076301648, updator='sys-migrate', preIssue=null, nextIssue=null, articleTotal=null, ext=null, issueFiles=null, downloadFileDto=null}, startPage=30, endPage=34, ext={EN=ArticleExt(id=1242129360178708629, articleId=1242129356462555269, tenantId=1146029695717560320, journalId=1146031591421210625, language=EN, title=Hopf Bifurcation of a Delayed Neural Network Model, columnId=1242116080374710456, journalTitle=Science & Technology Review, columnName=Articles, runingTitle=null, highlight=null, articleAbstract=The stability and the Hopf bifurcation of a delayed neural network model with an inertial term are investigated in this paper. The characteristic equation of the linearized time delay equation is first considered about the trivial solution, and the condition for the existence of a Hopf bifurcation is obtained based on the study of the root location of the characteristic equation. Then, the newly developed method, the pseudo-oscillator analysis, is applied to study the local dynamics round the trivial solution and near the bifurcation point, including the bifurcation direction, the stability of the bifurcation-induced periodic solution, and the estimation of the amplitude of the periodic solution. Finally, two case studies are given to validate the theoretical prediction of the bifurcated periodic solution, which is checked numerically by the plots of the time history, the phase portraits and the bifurcation diagrams. It is shown that the Hopf bifurcation is supercritical, and the bifurcation-induced periodic solution is stable. In addition, the results show that the pseudo-oscillator analysis has several advantages over the center manifold reduction and the normal form theory used in literature: it involves easy calculation about integration of harmonic functions only, it results in simple computational results in terms of the system parameters, and it offers an estimation of the bifurcated periodic solution with a high computational accuracy., authors=SUN Mingjuan1 , LI Jing2 , ZHANG Dongyan1 , authorsList=SUN Mingjuan;LI Jing;ZHANG Dongyan, authorCompany=1. Department of Mathematics and Physics, Institute of Science, PLA Information Engineering University, Zhengzhou 450000, China2. Department of Mathematics and Physics, Institute of Science, PLA University of Science and Technology, Nanjing 211101, China, correspAuthors=null, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=npqXAMpyXjvpN2qB5JDucQ==, pdfFileSize=1073674, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, fund=null), CN=ArticleExt(id=1242129359243378829, articleId=1242129356462555269, tenantId=1146029695717560320, journalId=1146031591421210625, language=CN, title=神经网络系统的Hopf分岔分析, columnId=1146540929516700224, journalTitle=科技导报, columnName=研究论文, runingTitle=null, highlight=null, articleAbstract=讨论了一类带有惯性项的时滞神经网络模型的Hopf分岔。首先从模型特征方程入手,分析了特征方程特征根的分布情况;结合已有文献中对系统平衡点稳定性的分析,得到了平衡点失稳后发生Hopf分岔的条件;利用伪振子分析法研究了平衡点在临界点附近的局部动力学行为,包括产生Hopf分岔的分岔方向及分岔周期解的稳定性,给出了分岔周期解的振幅估计的计算式;最后,通过计算机软件和数值模拟试验给出了平衡点在临界点附近的时间历程图或相图,很好地验证了前边对于稳定性分析,以及伪振子分析法对该模型在临界点附近产生的局部动力学行为研究的正确性。特别地,与原文献所采用的规范型方法相比较而言,伪振子分析法无论是在计算过程还是在计算结果以及计算结果的精确性上,都显示出其简便、快捷、准确和易于操作的特点。, authors=孙铭娟1 , 李静2 , 张冬燕1 , authorsList=孙铭娟;李静;张冬燕, authorCompany=1. 解放军信息工程大学理学院数理系,郑州 4500002. 解放军理工大学理学院数理系,南京 211101, correspAuthors=null, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=DYZxIzwTPZpoPVA9yAvzGg==, pdfFileSize=1073674, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, fund=null)}, authors=null, keywords=[Keyword(id=1242129357439832102, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242129356462555269, language=CN, orderNo=1, keyword=神经网络), Keyword(id=1242129357536297095, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242129356462555269, language=CN, orderNo=1, keyword=Hopf分岔), Keyword(id=1242129357607600264, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242129356462555269, language=CN, orderNo=1, keyword=伪振子), Keyword(id=1242129359109161098, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242129356462555269, language=CN, orderNo=1, keyword=分岔周期解), Keyword(id=1242129359771861137, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242129356462555269, language=EN, orderNo=1, keyword=neural network model), Keyword(id=1242129359851552914, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242129356462555269, language=EN, orderNo=1, keyword=Hopf bifurcation), Keyword(id=1242129359927050387, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242129356462555269, language=EN, orderNo=1, keyword=pseduo-osciallator analysis), Keyword(id=1242129360027713684, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242129356462555269, language=EN, orderNo=1, keyword=periodic solution)], refs=null, funds=null, companyList=null, figs=null, attaches=null, journal=Journal(id=1125356956822126595, delFlag=0, nameCn=科技导报, nameEn=Science & Technology Review, nameHistory1=null, nameHistory2=null, issn=1000-7857, eissn=, cn=11-1421/N, coden=null, periodic=3, language=CN, oaType=0, ccby=null, superviseOffice=null, ownerOffice=null, pubOffice=null, editorOffice=null, officeType=null, aims=null, clcCode=null, officeProv=null, officeCity=null, officeAddr=null, officeZip=null, officeEmail=null, officePhone=null, editDirector=null, officeDirector=null, officeDirectorPhone=null, officeStaffNum=null, officeEmpNum=null, coverPicUrl=wfghvu3bhh/dKxuZ+ucVHA==, journalPrice=null, startedYear=null, abbrevIsoEn=Sci Technol Rev, journalRemark=null, publicationField=null, createdTime=null, updatedTime=1774230116083, createdBy=null, updatedBy=13041195026, firstLetterCn=S, firstLetterEn=S, subjectCode=Natural Sciences, subjectName=自然科学, subjectCodeEn=Natural Sciences, subjectNameEn=null, picCn=wfghvu3bhh/dKxuZ+ucVHA==, picEn=yjSfclmpNm7ihn9NbTZ69g==, jcr=null, cjcr=null, exts=[JournalExt(id=1242774439910290156, language=CN, name=科技导报, nameHistory1=null, nameHistory2=null, managedBy=中国科学技术协会, sponsoredBy=中国科学技术协会, publishedBy=科技导报社, editorOffice=, officeProv=null, officeCity=null, officeAddr=, officeZip=, editDirector=, officeDirector=null, officePhone=null, coverPicUrl=null, journalRemark=, submitArticleUrl=null, websiteUrl=http://www.kjdb.org/CN/home, createdTime=1774230116107, updatedTime=1774230116107, createdBy=13041195026, updatedBy=13041195026, submissionGuidelinesUrl=http://www.kjdb.org/CN/column/column7.shtml, submissionAuthorUrl=https://kjdbauthor.cast.org.cn/webm, submissionEditorUrl=https://kjdbeditor.cast.org.cn/webm/, submissionReviewUrl=https://kjdbauthor.cast.org.cn/webm, submissionCeEditorUrl=https://kjdbeditor.cast.org.cn/webm/, submissionAeEditorUrl=https://kjdbeditor.cast.org.cn/webm/, option={"copyright":""}), JournalExt(id=1242774439960621805, language=EN, name=Science & Technology Review, nameHistory1=null, nameHistory2=null, managedBy=, sponsoredBy=, publishedBy=, editorOffice=, officeProv=null, officeCity=null, officeAddr=, officeZip=, editDirector=, officeDirector=null, officePhone=null, coverPicUrl=null, journalRemark=, submitArticleUrl=null, websiteUrl=http://www.kjdb.org/EN/home, createdTime=1774230116119, updatedTime=1774230116119, createdBy=13041195026, updatedBy=13041195026, submissionGuidelinesUrl=http://www.kjdb.org/EN/column/column7.shtml, submissionAuthorUrl=https://kjdbauthor.manuscriptcloud.com/login, submissionEditorUrl=https://kjdbeditor.manuscriptcloud.com/login, submissionReviewUrl=https://kjdbauthor.manuscriptcloud.com/login, submissionCeEditorUrl=https://kjdbeditor.manuscriptcloud.com/login, submissionAeEditorUrl=https://kjdbeditor.manuscriptcloud.com/login, option={"copyright":""})], databaseList=null, tenantJournalId=1146031591421210625, websiteList=[Website(id=1146104741081231361, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1146031591421210625, journalNameCn=null, journalNameEn=null, grayFlag=null, tenantId=1146029695717560320, platformId=null, journalGroupId=null, journalGroupNameCn=null, journalGroupNameEn=null, type=1, domain=https://castjournals.cast.org.cn/joweb/kjdb/CN, language=CN, createTime=1751182263881, createBy=18614031015, updateTime=1751778001962, updateBy=18614031015, name=科技导报, tplId=1146099689490845704, title=科技导报, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1148021146403992296, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=articleTextType, value=kx, createTime=1751639170504, updateTime=1751639170504, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146378826469, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=banner, value=null, createTime=1751639170498, updateTime=1751639170498, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146366243556, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=logo, value=https://castjournals.cast.org.cn/joweb/kjdb/CN/file/pic?fileId=9GHSf7eGlIPH0Tv/OOdstA==, createTime=1751639170495, updateTime=1751639170495, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146395603687, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/kjdb/CN/file/pic, createTime=1751639170502, updateTime=1751639170502, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146387215078, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_cn_619/, createTime=1751639170500, updateTime=1751639170500, creator=18614031015, updator=18614031015)]), Website(id=1146105254833139715, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1146031591421210625, journalNameCn=null, journalNameEn=null, grayFlag=null, tenantId=1146029695717560320, platformId=null, journalGroupId=null, journalGroupNameCn=null, journalGroupNameEn=null, type=1, domain=https://castjournals.cast.org.cn/joweb/kjdb/EN, language=EN, createTime=1751182386363, createBy=18614031015, updateTime=1753500121937, updateBy=18614031015, name=科技导报, tplId=1146101810881728533, title=Science & Technology Review, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1155838567709528217, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=articleTextType, value=kx, createTime=1753502988984, updateTime=1753502988984, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567692750998, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=banner, value=null, createTime=1753502988980, updateTime=1753502988980, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567688556693, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=logo, value=https://castjournals.cast.org.cn/joweb/kjdb/EN/file/pic?fileId=9GHSf7eGlIPH0Tv/OOdstA==, createTime=1753502988979, updateTime=1753502988979, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567705333912, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/kjdb/EN/file/pic, createTime=1753502988983, updateTime=1753502988983, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567701139607, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_en_623/, createTime=1753502988982, updateTime=1753502988982, creator=18614031015, updator=18614031015)])], journalTitle=科技导报, weixinUrl=null, journalUrl=null, iacademicId=null, status=1, seqNo=null, journalTitleEn=Science & Technology Review, journalPhotoCn=wfghvu3bhh/dKxuZ+ucVHA==, journalPhotoEn=yjSfclmpNm7ihn9NbTZ69g==, journalFirstLetter=S, journalRecommend=null, journalNew=null, journalCollection=1, jcrJf=null, cjcrJf=0.91, jcrJfStr=null, cjcrJfStr=null, submissionFirstDecision=null, sciSubjectClassification=null, casSubjectClassification=null, citeScore=null, totalCitationFrequency=null, icpCode=null, psCode=null, advertisingLicenseCode=null, copyrightInformation=null, country=null, option=, provinceCode=null, provinceName=null, collectFlag=false, interPubPlatform=null, interPubPlatformUrl=null), detailUrlCn=https://castjournals.cast.org.cn/joweb/kjdb/CN/10.3981/j.issn.1000-7857.2012.26.003, detailUrlEn=https://castjournals.cast.org.cn/joweb/kjdb/EN/10.3981/j.issn.1000-7857.2012.26.003, pdfUrlCn=https://castjournals.cast.org.cn/joweb/kjdb/CN/PDF/10.3981/j.issn.1000-7857.2012.26.003, pdfUrlEn=https://castjournals.cast.org.cn/joweb/kjdb/EN/PDF/10.3981/j.issn.1000-7857.2012.26.003, aliStartDate=null, aliEndDate=null, collectionFlag=false, citedCount=null, citedUrl=null, previewStatus=0, delFlag=0, hasFullText=0, orderTime=1347897600000, fullTextJson=null, articleText=null, reference=null)
科技导报
| 研究论文 2012, 30(26): 30-34
神经网络系统的Hopf分岔分析
全屏
孙铭娟1 , 李静2 , 张冬燕1
作者信息
1. 解放军信息工程大学理学院数理系,郑州 4500002. 解放军理工大学理学院数理系,南京 211101
Hopf Bifurcation of a Delayed Neural Network Model
Affiliations
出版时间: 2012-09-18
doi: 10.3981/j.issn.1000-7857.2012.26.003
文章导航
讨论了一类带有惯性项的时滞神经网络模型的Hopf分岔。首先从模型特征方程入手,分析了特征方程特征根的分布情况;结合已有文献中对系统平衡点稳定性的分析,得到了平衡点失稳后发生Hopf分岔的条件;利用伪振子分析法研究了平衡点在临界点附近的局部动力学行为,包括产生Hopf分岔的分岔方向及分岔周期解的稳定性,给出了分岔周期解的振幅估计的计算式;最后,通过计算机软件和数值模拟试验给出了平衡点在临界点附近的时间历程图或相图,很好地验证了前边对于稳定性分析,以及伪振子分析法对该模型在临界点附近产生的局部动力学行为研究的正确性。特别地,与原文献所采用的规范型方法相比较而言,伪振子分析法无论是在计算过程还是在计算结果以及计算结果的精确性上,都显示出其简便、快捷、准确和易于操作的特点。
神经网络
/
Hopf分岔
/
伪振子
/
分岔周期解
The stability and the Hopf bifurcation of a delayed neural network model with an inertial term are investigated in this paper. The characteristic equation of the linearized time delay equation is first considered about the trivial solution, and the condition for the existence of a Hopf bifurcation is obtained based on the study of the root location of the characteristic equation. Then, the newly developed method, the pseudo-oscillator analysis, is applied to study the local dynamics round the trivial solution and near the bifurcation point, including the bifurcation direction, the stability of the bifurcation-induced periodic solution, and the estimation of the amplitude of the periodic solution. Finally, two case studies are given to validate the theoretical prediction of the bifurcated periodic solution, which is checked numerically by the plots of the time history, the phase portraits and the bifurcation diagrams. It is shown that the Hopf bifurcation is supercritical, and the bifurcation-induced periodic solution is stable. In addition, the results show that the pseudo-oscillator analysis has several advantages over the center manifold reduction and the normal form theory used in literature: it involves easy calculation about integration of harmonic functions only, it results in simple computational results in terms of the system parameters, and it offers an estimation of the bifurcated periodic solution with a high computational accuracy.
neural network model
/
Hopf bifurcation
/
pseduo-osciallator analysis
/
periodic solution
孙铭娟;李静;张冬燕.
神经网络系统的Hopf分岔分析.
科技导报,
2012
, 30
(26)
: 30
-34
.
DOI: 10.3981/j.issn.1000-7857.2012.26.003
SUN Mingjuan;LI Jing;ZHANG Dongyan.
Hopf Bifurcation of a Delayed Neural Network Model[J].
Science & Technology Review ,
2012
, 30
(26)
: 30
-34
.
DOI: 10.3981/j.issn.1000-7857.2012.26.003
2012年第30卷第26期
PDF下载
233
37
引用本文
BibTeX
文章信息
doi: 10.3981/j.issn.1000-7857.2012.26.003
接收时间:2012-06-05
首发时间:2012-09-18
出版时间:2012-09-18
收稿日期:2012-06-05
修回日期:2012-08-09
https://castjournals.cast.org.cn/joweb/kjdb/CN/10.3981/j.issn.1000-7857.2012.26.003
复制链接
引用本文
BibTeX
2种不同金属材料的力学参数
科 Family 属数 Number of genus 种数 Number of species 占总种数比例 Percentage of total species (%) 属 Genus 种数 Number of species 占总种数比例 Percentage of total species (%) 鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78 小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39 多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39 红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87 小菇属 Mycena 11 5.26 光柄菇属 Pluteus 5 2.39 红菇属 Russula 17 8.13 栓菌属 Trametes 5 2.39
关闭全屏
BibTeX
EndNote
RefWorks
TxT