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个人简介

个人简介 教授,校学术带头人,应用数学博士生导师。 1990年本科毕业于西北大学数学系。 1993年由西北大学授予理学硕士学位。 2002年12月在西安电子科技大学获得应用数学专业博士学位。 1993年硕士毕业后一直在西安电子科技大学数学系任教。2002年被批准为应用数学专业硕士研究生导师,2004年被批准为应用数学专业博士研究生导师。主要从事最优化理论、算法及应用,智能信息处理等方面的研究,发表论文80余篇,被SCI检索40余篇、被EI检索30余篇。 承担和研究的项目 作为主持人或主要完成人参加多项国家自然科学基金项目: 2006.1-2006.12,主持国家自然科学基金资助项目“支撑向量机的模型选择与整体优化问题”(编号:60572150),完成情况“优秀”。 2007.1-2009.12,作为主要参加成员完成“多核学习研究”(编号:60603098),完成情况“优秀”。 作为主持人完成陕西省科学研究项目“组合优化中的半定规划方法”; 2011.1-2013.12,主持国家自然科学基金“非负矩阵分解的模型选择与算法研究”,项目编号:61072144; 2012.1-2015.12,作为主要参加成员参与国家自然科学基金“基于矩阵低秩近似的大规模核/度量学习研究”,项目编号:61179040; 一、软件: 1.SMCG_BB(HongweiLiu,ZexianLiu) 2.GM_AOS(cone)(ZexianLiu,HongweiLiu) 成果奖励 2014年获陕西省数学教学团队,作为该团队的带头人; 2012年获陕西省科学技术二等奖; 2012年获陕西省高等院校科学技术一等奖; 2003年获校级教学成果二等奖; 2003年获得校“十佳青年教师”称号; 所指导的参赛队获得美国大学生数学建模竞赛一、二等奖、全国数学建模竞赛一、二等奖共10余次 博士研究生: 2016级:杨军 2015级:刘泽显 2014级:杨善学赵花丽 2013级:徐引玲张亚玲 2012级:黄亚魁董晓亮 2011级:杨喜美 2010级:汪威威马晓珏 2009级:刘新泽 2008级:刘长河李向利朱见广赵梦玲 2007级:殷海青丛伟杰郑秀云 2006级:陆爱国常甜甜 已毕业的博士:均进入各大知名高校。 硕士研究生: 2017级:李健赵婷刁新柳 2016级:楚王莉李宇飞王婷薛艳勤张珂珂 2015级:王亚丹刘梅卢晓宁李启朋李明 2014级:刘加会刘二涛包颜颜王西平何川美刘金倩 2013级:柯贤斌吴岳王静 2012级:田文娟李永张璐王文魏潇 2011级:岳晓鹏李敬华钱慧敏孙良帅周新慧李秀峰李小伟常铮 2010级:邰淑静尹慧慧蔡晓娜马敬 2009级:卫海亮杨喜美刘小会李杉 2008级:周永亮杨晓丽杨少君王文君 2007级:钟兆伟郑成忠桂云丽黄亚魁鞠杨李蕊刘英吴水艳赵花丽 2006级:刘长河陈宏钦郑秀云李向利王立东李欣王丽尹琳娟焦书清 2005级:谢作党丛伟杰焦森林殷海青田苗 2004级:徐引玲常甜甜 已毕业的硕士中:6人进入华为,3人进入中兴,1人进入电信,1人进入日立等知名企业,其余大部分进入重点高中。 研究生课程: 半定规划及其应用 非线性互补理论 博士课程: 变分不等式 招生要求 关于研究生招生的信息: 欢迎有志从事应用数学研究,特别是最优化理论与算法,数据挖掘中的数学方法的本科/硕士生报考. 注:报考可提前通过电子邮件联系!

研究领域

最优化理论与算法研究 锥规划理论与算法研究 数据挖掘中的数学方法 变分不等式与互补问题 机器学习中的优化问题研究

近期论文

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在线的主要论文 1.JunYang,HongweiLiu,GuaiweiLi Convergenceofasubgradientextragradientalgorithmforsolvingmonotonevariationalinequalities NumericalAlgorithms.DOI:10.1007/s11075-019-00759-x 2.JunYang,HongweiLiu ThesubgradientextragradientmethodextendedtopseudomonotoneequilibriumproblemsandfixedpointproblemsinHilbertspace OptimizationLetters.DOI:https://doi.org/10.1007/s11590-019-01474-1 3.ZexianLiu,HongweiLiu,Yu-HongDai AnimprovedDai–Kouconjugategradientalgorithmforunconstrainedoptimization ComputationalOptimizationandApplications.DOI:10.1007/s10589-019-00143-4 4.JunYang,HongweiLiu Aself-adaptivemethodforpseudomonotoneequilibriumproblemsandvariationalinequalities ComputationalOptimizationandApplications.DOI:10.1007/s10589-019-00156-z 5.KekeZhang,HongweiLiuandZexianLiu ANewAdaptiveSubspaceMinimizationThree-TermConjugateGradientAlgorithmforUnconstrainedOptimization JournalofComputationalMathematics.DOI:10.4208/jcm.1907-m2018-0173 2019年的主要论文 1.HualiZhao,HongweiLiu InfeasibleMehrotra-typepredictor–correctoralgorithmforcartesianP*(κ)nonlinearcomplementarityproblemsoversymmetriccones InternationalJournalofComputerMathematics.96(3),pp457-473.2019. 2.HongweiLiu,ZexianLiu AnEfficientBarzilai–BorweinConjugateGradientMethodforUnconstrainedOptimization JournalofOptimizationTheoryandApplications.180(3),pp879-906.2019/3. 3.YufeiLi,ZexianLiu,HongweiLiu Asubspaceminimizationconjugategradientmethodbasedonconicmodelforunconstrainedoptimization. ComputationalandAppliedMathematics.38(1).2019/3. 4.JunYang,HongweiLiu StrongconvergenceresultforsolvingmonotonevariationalinequalitiesinHilbertspace NumericalAlgorithms.80(3),pp741-752.2019/3. 5.KekeZhang,HongweiLiu,ZexianLiu ANewDai-LiaoConjugateGradientMethodwithOptimalParameterChoice NumericalFunctionalAnalysisandOptimization.40(2),pp194-215.2019 6.ZexianLiu,HongweiLiu,XipingWang AcceleratedaugmentedLagrangianmethodfortotalvariationminimization ComputationalandAppliedMathematics.38(2).2019 7.ZexianLiu,HongweiLiu AnEfficientGradientMethodwithApproximatelyOptimalStepsizeBasedonTensorModelforUnconstrainedOptimization. JournalofOptimizationTheoryandApplications.181(2).pp608-633.2019/3 8.WeiweiWang,HongweiLiu,HongmeiBi SimplifiedfullNesterov–Toddstepinfeasibleinterior-pointalgorithmforsemidefiniteoptimizationbasedonakernelfunction JournalofAppliedMathematicsandComputing.59(1-2),pp445-463.2019 9.YanqinXue,HongweiLiu,ZexianLiu Animprovednonmonotoneadaptivetrustregionmethod ApplicationsofMathematics,64(3),pp335-350.2019/4 10.TingWang,ZexianLiu,HongweiLiu Anewsubspaceminimizationconjugategradientmethodbasedontensormodelforunconstrainedoptimization InternationalJournalofComputerMathematics.96(10),pp1924-1942.2019 11.WeiweiWang,HongweiLiu,HongmeiBi Amodifiedinfeasibleinterior-pointalgorithmwithfull-Newtonstepforsemidefiniteoptimization InternationalJournalofComputerMathematics,96(10),pp1979–1992.2019 2018年的主要论文 1.ZexianLiu,HongweiLiu Severalefficientgradientmethodswithapproximateoptimalstepsizesforlargescaleunconstrainedoptimization JournalofComputationalandAppliedMathematics,328,pp400-413,2018/1.期刊论文. 2.ZexianLiu,HongweiLiu,XiaoliangDong Anefficientgradientmethodwithapproximateoptimalstepsizeforthestrictlyconvexquadraticminimizationproblem Optimization,67(3),pp427-440,2018.期刊论文. 3.HualiZhao,HongweiLiu ANewInfeasibleMehrotra-TypePredictor-CorrectorAlgorithmforNonlinearComplementarityProblemsOverSymmetricCones JournalofOptimizationTheoryandApplications,176(2),pp410-427,2018/2.期刊论文. 4.HualiZhao,HongweiLiu Infeasiblepath-followinginteriorpointalgorithmforCartesianP*(κ)nonlinearcomplementarityproblemsoversymmetriccones InternationalJournalofComputerMathematics,95(5),pp845-869,2018/5.期刊论文. 5.ZexianLiu,HongweiLiu Anefficientgradientmethodwithapproximateoptimalstepsizeforlarge-scaleunconstrainedoptimization NumericalAlgorithms,78(1),pp21-39,2018/5.期刊论文. 6.HongweiLiu,ZexianLiu,XiaoliangDong AnewadaptiveBarzilaiandBorweinmethodforunconstrainedoptimization OptimizationLetters,12(4),pp845-873,2018/6.期刊论文. 7.YalingZhang,HongweiLiu AProjectionNeuralNetworkforCircularConeProgramming MathematicalProblemsinEngineering,2018,ArticleID4607853,2018/6.期刊论文. 8.WeiweiWang,HongweiLiu,HongmeiBi Simplifiedinfeasibleinterior-pointalgorithmforlinearoptimizationbasedonasimplefunction OperationsResearchLetters.46(5),pp538-542.2018/9.期刊论文https://doi.org/10.1016/j.orl.2018.08.009 9.MingLi,HongweiLiu,ZexianLiu Anewsubspaceminimizationconjugategradientmethodwithnonmonotonelinesearchforunconstrainedoptimization NumericalAlgorithms,79(1),pp195–219,2018/9.期刊论文 10.MingLi,HongweiLiu,ZexianLiu Anewfamilyofconjugategradientmethodsforunconstrainedoptimization JournalofAppliedMathematicsandComputing,58(1-2),pp219–234.2018/10.期刊论文 11.JunYang,HongweiLiu Amodifiedprojectedgradientmethodformonotonevariationalinequalities JournalofOptimizationTheoryandApplications,179(1),pp197–211.2018/10. 12.HualiZhao,HongweiLiu Iterativecomplexitiesofaclassofhomogeneousalgorithmsformonotonenonlinearcomplementarityproblemsoversymmetriccones Optimization,67(9),pp1505-1521.2018.期刊论文. 13.JunYang,HongweiLiu Modifiedsubgradientextragradientalgorithmsforsolvingmonotonevariationalinequalities Optimization,67(12),pp2247-2258.2018.期刊论文. 2017年的主要论文 1.MaXiaojue,LiuHongwei Asuperlinearlyconvergentwide-neighborhoodpredictor–correctorinterior-pointalgorithmforlinearprogramming JournalofAppliedMathematicsandComputing,55(1-2),pp669-682,2017/10.期刊论文. 2016年的主要论文 1.YakuiHuang,HongweiLiu,TengtengYu SmoothingprojectedcyclicBarzilai–Borweinmethodforstochasticlinearcomplementarityproblems InternationalJournalofComputerMathematics,93(7),pp1188-1199,2016/7.期刊论文. 2.YakuiHuang,HongweiLiu SmoothingprojectedBarzilai–Borweinmethodforconstrainednon-Lipschitzoptimization ComputationalOptimizationandApplications,65(3),pp671-698,2016/12.期刊论文. 3.WangWeiwei,BiHongmei,LiuHongwei Afull-Newtonstepinterior-pointalgorithmforlinearoptimizationbasedonafinitebarrier OperationsResearchLetters,44(6),pp750-753,2016/11.期刊论文. 2015年的主要论文 1.LiuXinze,HongweiLiu,WangWeiwei PolynomialconvergenceofMehrotra-typepredictor–correctoralgorithmfortheCartesianP*(k)-LCPoversymmetriccones Optimization:AJournalofMathematicalProgrammingandOperationsResearch,64(4),pp815-837,2015/4.期刊论文. 2.XimeiYang,HongweiLiu,ChangheLiu AMehrotra-typepredictor–correctorinfeasible-interior-pointmethodwithanewone-normneighborhoodforsymmetricoptimization JournalofComputationalandAppliedMathematics,283,pp106–121,2015/8.期刊论文. 3.YakuiHuang,HongweiLiu,ShaZhou AnefficientmonotoneprojectedBarzilai-Borweinmethodfornonnegativematrixfactorization AppliedMathematicsLetters,45,pp12-17,2015/7.期刊论文. 4.XiaoLiangDong,HongweiLiu,YuboHe ASelf-AdjustingConjugateGradientMethodwithSufficientDescentConditionandConjugacyCondition JournalofOptimizationTheory&Applications,165(1),pp225-241,2015/4.期刊论文. 5.XiaoLiangDong,HongweiLiu,YuboHe,XiMeiYang AmodifiedHestenes–Stiefelconjugategradientmethodwithsufficientdescentconditionandconjugacycondition JournalofComputational&AppliedMathematics,281,pp239–249,2015/6.期刊论文. 6.YakuiHuang,HongweiLiu OntherateofconvergenceofprojectedBarzilai–Borweinmethods OptimizationMethodsandSoftware,30(4),pp880-892,2015/4.期刊论文. 7.XimeiYang,HongweiLiu,YinkuiZhang ANewStrategyintheComplexityAnalysisofanInfeasible-Interior-PointMethodforSymmetricConeProgramming JournalofOptimizationTheoryandApplications,166(2),pp572-587,2015/8.期刊论文. 8.YakuiHuang,HongweiLiu ABarzilai-Borweintypemethodforminimizingcompositefunctions NumericalAlgorithms,69(4),pp819-838,2015/8.期刊论文. 9.YakuiHuang,HongweiLiu,WeijieCong Anoteonthesmoothingquadraticregularizationmethodfornon-Lipschitzoptimization NumericalAlgorithms,69(4),pp863-874,2015/8.期刊论文. 10.MenglingZhao,HongweiLiu AnAssociateRulesMiningAlgorithmBasedonArtificialImmuneNetworkforSARImageSegmentation MathematicalProblemsinEngineering,2015,2015.期刊论文 11.XiaoLiangDong,HongweiLiu,YinLingXu,XiMeiYang Somenonlinearconjugategradientmethodswithsufficientdescentconditionandglobalconvergence OptimizationLetters,9(7),pp1421-1432,2015/10.期刊论文. 12.YakuiHuang,HongweiLiu,ShuishengZhou QuadraticregularizationprojectedBarzilai-Borweinmethodfornonnegativematrixfactorization DataMiningandKnowledgeDiscovery,29(6),pp1665-1684,2015/11.期刊论文. 13.MaXiaojue,LiuHongwei,ZhouChang Apredictor-correctoralgorithmformonotonelinearcomplementarityproblemsinawideneighborhood InternationalJournalofBifurcationandChaos,25(14),2015/9.期刊论文. 2014年的主要论文 1.YakuiHuang,HongweiLiu,ShaZhou ABarzilai–Borweintypemethodforstochasticlinearcomplementarityproblems NumericalAlgorithms,67(3),pp477-489,2014/11.期刊论文. 2.YangXimei,LiuHongwei,ZhangYinkui. Asecond-orderMehrotra-typepredictor-correctoralgorithmwithanewwideneighbourhoodforsemi-definiteprogramming InternationalJournalofComputerMathematics,91(5),pp1082-1096,2014/07/20.期刊论文 3.LiuXinze,HongweiLiu,LiuChanghe InfeasibleMehrotra-TypePredictor-CorrectorInterior-PointAlgorithmfortheCartesianP*(k)-LCPOverSymmetricCones NumericalFunctionalAnalysisandOptimization,35(5),pp588-610,2014/03/26.期刊论文 4.YangXimei,LiuHongwei,DongXiaoliang PolynomialconvergenceofMehrotra-typeprediction–correctorinfeasible-IPMforsymmetricoptimization basedonthecommutativeclassdirections AppliedMathematicsandComputation,230,pp616-628,2014/03/10.期刊论文 2013年的主要论文 1.LiuHongwei,LiuChanghe,YangXimei NewcomplexityanalysisofaMehrotra-typepredictor–correctoralgorithmforsemidefiniteprogramming OptimizationMethods&Software,28(6),pp1179-1194,2013/10/20.期刊论文 2.ShuishengZhou,JiangtaoCui,FengYe,HongweiLiu,QiangZhu NewsmoothingSVMalgorithmwithtighterrorboundandefficientreducedtechniques ComputationalOptimizationandApplications,56(3),pp599-617,2013/12/01.期刊论文 3.LiuHongwei,YangXimei,LiuChanghe ANewWideNeighborhoodPrimal–DualInfeasible-Interior-PointMethodforSymmetricConeProgramming JournalofOptimizationTheoryandApplications,158(3),pp796-815,2013/8/24.期刊论文 4.刘新泽,刘红卫,刘长河 P*(K)线性互补问题的预估一校正内点算法 吉林大学学报,51期,pp789-794,2013/9/20.期刊论文 5.李向利,刘红卫 求解互补问题的一族非单调光滑牛顿法 应用数学学报,01期,pp38-51,2013/1/15.期刊论文 6.刘长河,刘红卫,朱见广 绝对值方程的一种新的半光滑牛顿法(英文) 工程数学学报,01期,pp101-111,2013/2/15.期刊论文 7.叶峰,刘三阳,刘红卫,周水生 基于LBFGS的求解最小闭包球的光滑化方法 系统科学与数学,05期,pp617-625,2013/5/15.期刊论文 8.LiuChanghe,LiuHongwei,,ShangYoulin Neighborhood-followingalgorithmsforsymmetricconeprogramming ScientiaSinicaMathematica,43(7),pp691-702,2013/7.期刊论文 9.LiuHongwei,LiXiangli ModifiedsubspaceBarzilai-Borweingradientmethodfornon-negativematrixfactorization ComputationalOptimizationandApplications,55(1),pp173-196,2013/5.期刊论文 10.LiuHongwei,LiXiangli,ZhengXiuyun Solvingnon-negativematrixfactorizationbyalternatingleastsquareswithamodifiedstrategy DataMiningandKnowledgeDiscovery,26(3),pp435-451,2013/3.期刊论文 2012年的主要论文 1.LiuHongwei,LiuXinze,LiuChanghe Mehrotra-typepredictor-correctoralgorithmsforsufficientlinearcomplementarityproblem AppliedNumericalMathematics,62(12),pp1685-1700,2012/12.期刊论文 2.LiuChanghe,LiuHongwei,LiuXinze PolynomialConvergenceofSecond-OrderMehrotra-TypePredictor-CorrectorAlgorithmsoverSymmetricCones JournalofOptimizationTheoryandApplications,154(3),pp949-965,2012/9.期刊论文 3.LiuChanghe,LiuHongwei Anewsecond-ordercorrectorinterior-pointalgorithmforsemidefiniteprogramming MathematicalMethodsofOperationsResearch,75(2),pp165-183,2012/4.期刊论文 4.LiXiangli,LiuHongwei,ZhengXiuyun Non-monotoneprojectiongradientmethodfornon-negativematrixfactorization ComputationalOptimizationandApplications,51(3),pp1163-1171,2012/4.期刊论文 5.陆爱国,王珏,刘红卫 基于改进的SVM学习算法及其在信用评分中的应用 系统工程理论与实践,32(3),pp515-521,2012/3/15.期刊论文 6.CongWeijie,LiuHongwei,YeFeng,ZhouShuisheng Rank-twoupdatealgorithmsfortheminimumvolumeenclosingellipsoidproblem ComputationalOptimizationandApplications,51(1),pp241-257,2012/1.期刊论文 7.ZhuJianguang,LiuHongwei,HaoBinbin AnewsemismoothNewtonmethodforNCPsbasedonthepenalizedKKfunction InternationalJournalofComputerMathematics,89(4),pp543-560,2012.期刊论文 8.ZhengXiuyun,LiuHongwei,ZhuJianguang Convergenceofanon-interiorsmoothingmethodforvariationalinequalityproblems JournalofAppliedMathematicsandComputing,40(1-2),pp341-355,2012.期刊论文 9.LiuHongwei,LiXiangli,HuangYakui Trust-regionmethodforbox-constrainedsemismoothequationsanditsapplicationstocomplementaryproblems InternationalJournalofComputerMathematics,89(17),pp2281-2306,2012.期刊论文 2011年的主要论文 1.ZhuJianguang,LiuHongwei,LiuChanghe,CongWeijie Anonmonotonederivative-freealgorithmfornonlinearcomplementarityproblemsbasedonthenewgeneralizedpenalizedFischer-Burmeistermeritfunction NumericalAlgorithms,58(4),pp573-591,2011/12.期刊论文 2.YinHaiqing,LiuHongweiAprimal-dualgradientmethodforimagedecompositionbasedon(BV,H(-1)) MultidimensionalSystemsandSignalProcessing,22(4),pp335-348,2011/12.期刊论文 3.LiuHongwei,HuangYakui,LiXiangli PartialprojectedNewtonmethodforaclassofstochasticlinearcomplementarityproblems NumericalAlgorithms,58(4),pp593-618,2011/12.期刊论文 4.LiuChanghe,LiuHongwei,CongWeijie AnO(rootnL)iterationprimal-dualsecond-ordercorrectoralgorithmforlinearprogramming OptimizationLetters,5(4),pp729-743,2011/11.期刊论文 5.LiuHongwei,ZhouYongliang Rank-tworesidueiterationmethodfornonnegativematrixfactorization Neurocomputing,74(17),pp3305-3312,2011/10.期刊论文 6.陆爱国,刘红卫,王珏 训练支持向量机的四重序列解析优化算法 系统工程理论与实践,32(3),pp1555-1564,2011/8/15.期刊论文 7.LiuHongwei,HuangYakui,LiXiangli NewreformulationandfeasiblesemismoothNewtonmethodforaclassofstochasticlinearcomplementarityproblems AppliedMathematicsandComputation,217(23),pp9723-9740,2011/8/1.期刊论文 8.LiXiangli,LiuHongwei,LiuChanghe Afeasibledecompositionmethodforconstrainedequationsanditsapplicationtocomplementarityproblems ActaMathematicaeApplicataeSinica-englishSeries,27(3),pp535-548,2011/7.期刊论文 9.LiXiangli,LiuHongwei,SunXiaojun FeasiblesmoothmethodbasedonBarzilai-Borweinmethodforstochasticlinearcomplementarityproblem NumericalAlgorithms,57(2),pp207-215,2011/6.期刊论文 10.LiuHongwei,LiXiangli,HuangYakui Solvingequationsviathetrustregionanditsapplicationtoaclassofstochasticlinearcomplementarityproblems ComputersandMathematicsWithApplications,61(6),pp1646-1664,2011/3.期刊论文 11.LuAiguo,LiuHongwei,ZhengXiuyun,CongWeijie Avariantspectral-typeFRconjugategradientmethodanditsglobalconvergence AppliedMathematicsandComputation,217(12),pp5547-5552,2011/2/15.期刊论文 12.ZhengXiuyun,LiuHongwei,LuAiguo Sufficientdescentconjugategradientmethodsforlarge-scaleoptimizationproblems InternationalJournalofComputerMathematics,88(16),pp3436-3447,2011.期刊论文 13.ZhengXiuyun,LiuHongweiAsmoothinginexactNewtonmethodforvariationalinequalityproblems InternationalJournalofComputerMathematics,88(6),pp1283-1293,2011.期刊论文 14.刘长河,刘红卫,朱见广 具有O(n1/2L)复杂性的Mehrotra型预估-矫正算法 吉林大学学报(理学版),04期,pp633-637,2011.期刊论文 15.李向利,刘红卫,黄亚魁 随机P矩阵和随机P_0矩阵线性互补问题 系统科学与数学,01期,pp123-128,2011.期刊论文 16.丛伟杰,刘红卫 求解最小体积轴向椭球问题的线性收敛算法 吉林大学学报(理学版),02期,pp173-178,2011.期刊论文 17.WangHongyan,LiaoGuisheng,LiuHongwei,LiJun,LvHui JointoptimizationofMIMOradarwaveformandbiasedestimatorwithpriorinformationinthepresenceofclutter EurasipJournalOnAdvancesInSignalProcessing,2011.期刊论文 2010年的主要论文 1.叶峰,刘红卫,周水生,刘三阳 极大极小问题的光滑化信赖域共轭梯度法 西北大学学报(自然科学版),06期,2010/12/25.期刊论文 2.丛伟杰,刘红卫 求解MEB问题的一种SMO-型方法 西北大学学报(自然科学版),06期,2010/12/25.期刊论文 3.LiuLixia,LiuSanyang,LiuHongwei Apredictor-correctorsmoothingNewtonmethodforsymmetricconecomplementarityproblems AppliedMathematicsandComputation,217(7),pp2989-2999,2010/12/1.期刊论文 4.YinHaiqing,LiuHongwei Nonnegativematrixfactorizationwithboundedtotalvariationalregularizationforfacerecognition PatternRecognitionLetters,31(16),pp2468-2473,2010/12/1.期刊论文 5.殷海青,刘红卫 一种基于L_1稀疏正则化和非负矩阵分解的盲源信号分离新算法 西安电子科技大学学报,05期,2010/10/20.期刊论文 6.李向利,刘红卫,黄亚魁 求解特定线性互补问题的牛顿KKT内点法 应用数学学报,05期,2010/9/15.期刊论文 7.ZhengXiuyun,LiuHongwei Solvingvariationalinequalitiesbyamodifiedprojectionmethodwithaneffectivestep-size AppliedMathematicsandComputation,216(12),pp3778-3785,2010/8/15.期刊论文 8.常甜甜,刘红卫,王宇,冯筠 基于分组特征多核支持向量机的微钙化簇检测 系统仿真学报,05期,2010/5/8.期刊论文 9.YinHaiqing,LiuHongwei ABREGMANITERATIVEREGULARIZATIONMETHODFORWAVELET-BASEDIMAGEDEBLURRING InternationalJournalofWavelets,MultiresolutionandInformationProcessing,8(3),pp485-499,2010/5.期刊论文 10.叶峰,刘红卫,周水生,刘三阳 求解SEB问题的有限记忆BFGS方法 西北大学学报(自然科学版),02期,2010/4/25.期刊论文 11.殷海青,江玲玲,LiuHongwei 联合纹理提取和边缘检测的新方法 系统工程与电子技术,04期,2010/4/15.期刊论文 12.CongWeijie,LiuHongwei Modifiedalgorithmsfortheminimumvolumeenclosingaxis-alignedellipsoidproblem DiscreteAppliedMathematics,158(6),pp627-635,2010/3/28.期刊论文 13.ZhuJianguang,LiuHongwei,LiXiangli Aregularizedsmoothing-typealgorithmforsolvingasystemofinequalitieswithaP-0-function JournalofComputationalandAppliedMathematics,233(10),pp2611-2619,2010/3/15.期刊论文 14.常甜甜,刘红卫,冯筠 多源性数据SVM集成算法研究 西安电子科技大学学报,01期,2010/2/20.期刊论文 2009年的主要论文 1.ChangTiantian,LiuHongwei,ZhouShuisheng LargescaleclassificationwithlocaldiversityAdaBoostSVMalgorithm JournalofSystemsEngineeringandElectronics,20(6),pp1344-1350,2009/12.期刊论文 2.常甜甜,刘红卫,冯筠 基于K均值聚类和多核SVM的微钙化簇检测 计算机科学,08期,2009/8/15.期刊论文 3.ZhouShuiSheng,LiuHongwei,YeFeng VariantofGaussiankernelandparametersettingmethodfornonlinearSVM Neurocomputing,72(13-15),pp2931-2937,2009/8.期刊论文 4.ZhouShuisheng,LiuHongwei,YeFeng,ZhouLihua AnewiterativealgorithmtrainingSVM OptimizationMethodsandSoftware,24(6),pp913-932,2009.期刊论文 2008年的主要论文 1.YeFeng,LiuHongwei,ZhouShuisheng,LiuSanyang Asmoothingtrust-regionNewton-CGmethodforminimaxproblem AppliedMathematicsandComputation,199(2),pp581-589,2008/6/1.期刊论文 2007年的主要论文 1.穆学文,刘红卫,刘三阳 图的最大二等分问题的低秩可行方向算法 系统科学与数学,05期,pp780-790,2007/10/15.期刊论文 2.ZhouShuiSheng,LiuHongwei,YeFeng ThevariantofGaussiankernelanditsmodelselectionmethod 3rdInternationalConferenceonNaturalComputation(ICNC2007),2007/8/24-2007/8/27,pp683-687,2007.会议论文 2006年的主要论文 1.MuXuewen,LiuSanyang,LiuHongwei TheapplicationofsuccessivequadraticprogrammingalgorithmtomultiuserdetectioninCDMA WirelessPersonalCommunications,39(1),pp15-24,2006/10.期刊论文 2.ZhouShuisheng,LiuHongwei,CuiJiangTao,ZhouLiHua ExactsemismoothNewtonSVM DVANCESINNATURALCOMPUTATION,PT1,SPRINGER-VERLAGBERLIN,HEIDELBERGERPLATZ3,D-14197BERLIN,GERMANY,pp139-142,2006.书籍章节 2005年的主要论文 1.王新辉,刘三阳,刘红卫 顶点覆盖问题的强化半定规划松弛 西安电子科技大学学报,06期,pp958-960+964,2005/12/20.期刊论文 2.穆学文,刘三阳,刘红卫,于周秋 图的最大二等分问题的投影梯度算法 ChineseJournalofEngineeringMathematics,01期,pp171-174,2005/2/28.期刊论文 2004年的主要论文 1.章国庆,刘三阳,刘红卫,石顺祥 二次谐波产生耦合方程组的解 应用数学,02期,pp285-288,2004/4/25.期刊论文 2.LiuHW,WangXH,LiuSY FeasibledirectionalgorithmforsolvingtheSDPrelaxationsofquadratic{-1,1}programmingproblems OptimizationMethodsandSoftware,19(2),pp125-136,2004/4.期刊论文 3.王新辉,刘三阳,刘红卫 半定规划的割平面算法及其应用 西安电子科技大学学报,01期,pp140-142+152,2004/2/20.期刊论文 4.LiuHW,WangXH,LiuSY TheapplicationofnonlinearprogrammingformultiuserdetectioninCDMA IEEETransactionsOnWirelessCommunications,3(1),pp8-11,2004/1.期刊论文 2003年的主要论文 1.LiuHW,WangXH TheapplicationofnonlinearprogrammingformultiuserdetectioninCDMA IEEETransactionsOnWirelessCommunications,3(1),pp8-11,2004/1.期刊论文 2.LiuHW,LiuSY,XuFM AtightsemidefiniterelaxationoftheMAXCUTproblem JournalofCombinatorialOptimization,7(3),pp237-245,2003/9.期刊论文 3.王新辉,刘红卫,刘三阳 半定规划的一种新算法及其应用 JournalOnNumericalMethodsandComputerApplications,02期,pp81-87,2003/6/30.期刊论文 4.刘红卫,王新辉,刘三阳 多用户检测问题的半定规划坐标下降算法 计算机科学,05期,pp134-135+149,2003/5/15.期刊论文 5.刘红卫,王新辉,刘三阳 基于半定规划多用户检测问题的二次规划法 系统工程与电子技术,03期,pp355-358,2003/3/20.期刊论文 2002年的主要论文 1.刘红卫,于力 关于无穷多个无穷小的乘积的注记 高等数学研究,03期,pp27-28,2002/9/28.期刊论文 2.刘三阳,王新辉,刘红卫 多用户检测问题的半定规划方法 ChineseJournalofEngineeringMathematics,02期,pp39-46,2002/5/30.期刊论文 2001年的主要论文 1.刘三阳,王新辉,刘红卫 多用户检测问题的半定规划方法 ChineseJournalofEngineeringMathematics,02期,pp39-46,2002/5/30.期刊论文 2.王新辉,刘三阳,刘红卫 非光滑凸规划的割平面法及其在组合优化中的应用 应用数学,S1期,pp94-97,2001/12/30.期刊论文 3.刘红卫,徐凤敏,刘三阳 二次背包问题的半定规划松弛 西安电子科技大学学报,05期,pp638-640+658,2001/10/25.期刊论文 4.LiuHW,LiuSY Negativeanswertotheconjectureontheconvexityofthegreatesteigenvalue JournalofOptimizationTheoryandApplications,110(3),pp677-679,2001/9.期刊论文 2000年的主要论文 1.LiuHW,LiuSY Acounterexampleoftheconvexityofsumsofsingularvalues SiamJournalOnMatrixAnalysisandApplications,21(4),pp1389-1391,2000/5/16.期刊论文

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