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！

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

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