个人简历

学习经历\r
1.2000年8月至2004年5月，MichiganStateUniversity(密歇根州立大学)电气与计算机工程系博士导师：ErikGoodman教授\r
2.1995年9月至2000年7月，华中科技大学自动控制工程系硕士导师：汪秉文教授\r
3.1991年9月至1995年7月，华中科技大学自动控制工程系本科导师：汪秉文教授\r
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工作经历\r
1.2018年5月至今，汕头市机器人与智能制造研究院执行院长\r
2.2016年1月至今，进化智能与机器人国际联合研究中心主任\r
3.2014年9月至今,汕头大学广东省数字信号与图像处理技术重点实验室主任\r
4.2013年1月至今,汕头大学工学院电子工程系教授,系主任\r
5.2012年4月至今,汕头大学,工学院,特聘教授\r
6.2011年5月至2012年3月,密歇根州立大学BEACON国家科技中心,研究员\r
7.2008年1月至2011年4月,丹麦科技大学,管理工程系,副教授\r
8.2007年7月至2007年12月,丹麦科技大学,机械工程系,副教授\r
9.2004年6月至2007年6月,丹麦科技大学,机械工程系,助理教授\r
10.2000年8月至2004年5月,密歇根州立大学,电子与计算机科学系,研究助理

研究领域

"""""研究领域\r
计算智能

近期论文

[2019]\r
1.Z.Fan,W.Li,X.Cai*,H.Li,C.Wei,Q.Zhang,K.Deb,&E.Goodman.“DifficultyAdjustableandScalableConstrainedMulti-objectiveTestProblemToolkit,”EvolutionaryComputation,2019.(SCI计算机科学2区,IF=3.826,已接收)DownloadPDF[ParetofrontsofDAS-CMOPs][DownloadCODE]\r
2.Z.Fan,J.Lu,C.Wei,H.Huang,X.Cai,X.Chen*.“AHierarchicalImageMattingModelforBloodVesselSegmentationinFundusImage,”IEEETransactionsonImageProcessing,vol.28,no.5,pp.2367–2377,2019.(SCI人工智能1区，IF：5.072)DownloadPDF\r
3.Z.Fan,W.Li,X.Cai*,H.Huang,Y.Fang,Y.You,J.Mo,CWei,andE.D.Goodman,“Animprovedepsilonconstraint-handlingmethodinMOEA/DforCMOPswithlargeinfeasibleregions,”SoftComputing,https://doi.org/10.1007/s00500-019-03794-x.(Accepted,SCI人工智能2区，IF：2.367)DownloadPDF\r
4.Z.Fan,Y.Fang,W.Li,X.Cai*,C.Wei,andE.Goodman,“MOEA/Dwithangle-basedconstraineddominanceprincipleforconstrainedmulti-objectiveoptimizationproblems,”AppliedSoftComputing,vol.74,no.1,pp.621-633,2019.(SCI人工智能1区，IF：3.907)DownloadPDF[DownloadCODE]\r
5.Z.Fan,W.Li,X.Cai,H.Li,C.Wei,Q.Zhang,K.Deb,andE.Goodman,“Pushandpullsearchforsolvingconstrainedmulti-objectiveoptimizationproblems,”SwarmandEvolutionaryComputation,vol.44,no.2,pp.665-679,2019.()DownloadPDF[DownloadCODE]\r
6.L.Yun,W.Li,A.Garg,S.Maddila,L.Gao,Z.Fan,PBuragohain,CTWang.“MaximizationofextractionofCadmiumandZincduringrecyclingofspentbatterymix:Anapplicationofcombinedgeneticprogrammingandsimulatedannealingapproach”，JournalofCleanerProduction,218,130-140，2019.(SCI工程技术1区，IF：5.651)DownloadPDF\r
7.D.Chen,S.Singh,L.Gao,A.Garg,Z.Fan,CTWang.“Acoupledandinteractiveinfluenceofoperationalparametersforoptimizingpoweroutputofcleanerenergyproductionsystemsunderuncertainconditions”，InternationalJournalofEnergyResearch，43(3),1294-1302，2019.(SCI核科学与技术1区，IF：3.009)DownloadPDF\r
8.T.Yang,Y.Chen,J.Lu,Z.Fan,“Color-andTexture-guidedSamplingwithlevelsetforpigmentedskinlesionsegmentation,”SignalImageandVideoProcessing,https://doi.org/10.1007/s11760-019-01417-4.(Accepted,SCI工程技术2区，IF：1.643)\r
9.Y.Rong,D.Xiang,W.Zhu,K.Yu,F.Shi,Z.Fan,andX.Chen,“Surrogate-assistedretinalOCTimageclassificationbasedonconvolutionalneuralnetworks,”IEEEJournalofBiomedicalandHealthInformatics,23(1),253-263,2019.(SCI信息系统1区，IF：3.850)DownloadPDF\r
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[2018]\r
1.Z.Fan,Y.Rong,X.Cai,J.Lu,W.Li,H.Lin,andX.Chen,“Opticdiskdetectioninfundusimagebasedonstructuredlearning,”IEEEJournalofBiomedicalandHealthInformatics,vol.22,no.1,pp.224–234,2018.(SCI信息系统1区，IF：3.850)DownloadPDF\r
2.Z.Fan,J.Lu,M.Gong,H.Xie,andE.D.Goodman,“AutomatictobaccoplantdetectioninUAVimagesviadeepneuralnetworks,”IEEEJournalofSelectedTopicsinAppliedEarthObservationsandRemoteSensing,vol.11,no.3,pp.876–887,2018.(SCI电子与电气2区，IF：3.026)DownloadPDF\r
3.F.Guo,Y.Mai,X.Zhao,X.Duan,Z.Fan,B.Zou,B.Xie,“Yanbao:AMobileAppUsingtheMeasurementofClinicalParametersforGlaucomaScreening.”,IEEEAccess，6：77414-77428,2018.(SCI计算科学1区，IF：3.557)DownloadPDF\r
4.X.Zhang,T.Yu,Z.Xu,Z.Fan.“Acyber-physical-socialsystemwithparallellearningfordistributedenergymanagementofamicrogrid”.Energy,2018,165:205-221.（SCI工程热力学1区，IF=4.968）DownloadPDF\r
5.X.Zhang,D.Wang,T.Yu,Z.Xu,Z.Fan.“Ensemblelearningforoptimalactivepowercontrolofdistributedenergyresourcesandthermostaticallycontrolledloadsinanislandedmicrogrid”.InternationalJournalofHydrogenEnergy,2018,43(49):22474-22486.（SCI能源与燃料1区，IF=4.229）DownloadPDF\r
6.X.Cai,Z.Mei,Z.Fan,andQ.Zhang,“Aconstraineddecompositionapproachwithgridsforevolutionarymulti-objectiveoptimization,”IEEETransactionsonEvolutionaryComputation,vol.22,no.4,pp.564–577,2018.(SCI人工智能1区,IF：10.629)DownloadPDF\r
7.X.Cai,Z.Mei,andZ.Fan,“Adecomposition-basedmany-objectiveevolutionaryalgorithmwithtwotypesofadjustmentsfordirection,”IEEETransactionsonCybernetics,vol.48,no.8,pp.2335–2348,2018.(SCI人工智能1区，IF：8.803)DownloadPDF\r
8.X.Cai,H.Sun,andZ.Fan,“Adiversityindicatorbasedonreferencevectorsformany-objectiveoptimization,”InformationSciences,vol.430,pp.467–486,2018.(SCI自动控制系统1区，IF：4.832)DownloadPDF\r
9.H.Huang,S.Ye,Z.Fan,Z.Lin,L.Lv,andZ.Hao,“Evolutionaryprogrammingwithasimulated-conformistmutationstrategy,”SoftComputing,vol.22,no.2,pp.659–676,2018.(SCI人工智能2区，IF：2.472)DownloadPDF\r
10.T.Yang,Y.Chen,andZ.Fan*,“Vegetationsegmentationbasedonvariationallevelsetusingmulti-channellocalwavelettextureandcolor,”Signal,ImageandVideoProcessing,pp.1–8,2018.(SCI电子与电气3区，IF：1.643)DownloadPDF\r
11.P.Wang,Q.Lu,Z.Fan*.“EvolutionarydesignoptimizationofMEMS:areviewofitshistoryandstate-of-the-art,”ClusterComputing,2018:1-7.（SCI信息系统3区，IF：2.040）DownloadPDF\r
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[2017]\r
1.X.Cai,Z.Yang,Z.Fan*,andQ.Zhang,“Decomposition-based-sortingandangle-based-selectionforevolutionarymulti-objectiveandmanyobjectiveoptimization,”IEEETransactionsonCybernetics,vol.47,no.9,pp.2824–2837,2017.(SCI自动控制系统1区，IF：8.803)DownloadPDF[DownloadCODE]\r
2.L.Chen,H.Liu,Z.Fan,S.Xie,andE.D.Goodman,“Modelingthetrackingareaplanningproblemusinganevolutionarymulti-objectivealgorithm,”IEEEComputationalIntelligenceMagazine,vol.12,no.1,pp.29–41,2017.(SCI人工智能1区，IF：6.611)DownloadPDF\r
3.J.Liu,Z.Fan*,S.I.Olsen,K.H.Christensen,andJ.K.Kristensen,“Boostingactivecontoursforweldpoolvisualtrackinginautomaticarcwelding,”IEEETransactionsonAutomationScienceandEngineering,vol.14,no.2,pp.1096–1108,2017.(SCI自动控制系统1区，IF：3.667)DownloadPDF\r
4.X.Cai,X.Cheng,Z.Fan*,E.Goodman,andL.Wang,“Anadaptivememeticframeworkformulti-objectivecombinatorialoptimizationproblems:studiesonsoftwarenextreleaseandtravellingsalesmanproblems,”SoftComputing,vol.21,no.9,pp.2215–2236,2017.(SCI人工智能2区，IF：2.472)DownloadPDF\r
5.D.Jiang,C.Peng,Y.Chen,Z.Fan,andA.Garg,“Probabilitydistributionpatternanalysisanditsapplicationintheacutehypotensiveepisodesprediction,”Measurement,vol.104,pp.180–191,2017.(SCI电子与电气2区，IF：2.359)DownloadPDF\r
6.V.G.Mahesh,A.N.J.Raj,andZ.Fan,“Invariantmomentsbasedconvolutionalneuralnetworksforimageanalysis,”InternationalJournalofComputationalIntelligenceSystems,vol.10,no.1,pp.936–950,2017.(SCI人工智能2区，IF：2.000)DownloadPDF\r
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[2015]\r
1.X.Cai,Y.Li,Z.Fan*,andQ.Zhang,“Anexternalarchiveguidedmulti-objectiveevolutionaryalgorithmbasedondecompositionforcombinatorialoptimization,”IEEETransactionsonEvolutionaryComputation,vol.19,no.4,pp.508–523,2015.(SCI人工智能1区，IF：10.629)DownloadPDF[DownloadCODE]\r
2.J.F.Dupuis,Z.Fan*,andE.Goodman,“Evolutionarydesignofdiscretecontrollersforhybridmechatronicsystems,”InternationalJournalofSystemsScience,vol.46,no.2,pp.303–316,2015.(SCI人工智能2区，IF：2.285)DownloadPDF\r
3.D.Jiang,L.Li,B.Hu,andZ.Fan,“AnapproachforpredictionofacutehypotensiveepisodesviatheHilbert-Huangtransformandmultiplegeneticprogrammingclassifier,”InternationalJournalofDistributedSensorNetworks,vol.11,no.8,p.354807,2015.(SCI信息系统2区，IF：1.787)DownloadPDF\r
4.D.JiangandZ.Fan*,“Thealgorithmforalgorithms:anevolutionaryalgorithmbasedonautomaticdesigningofgeneticoperators,”MathematicalProblemsinEngineering,vol.2015,2015.(SCI多学科工程3区，IF：1.145)DownloadPDF\r
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[2014]\r
1.Z.Hu,X.Cai,andZ.Fan,“Animprovedmemeticalgorithmusingringneighborhoodtopologyforconstrainedoptimization,”SoftComputing,vol.18,no.10,pp.2023–2041,2014.(SCI人工智能2区，IF：2.472)DownloadPDF\r
2.Q.Li,B.Zhang,L.Cui,Z.Fan,andV.V.Athanasios,“Epidemicsonsmallworldsoftree-basedwirelesssensornetworks,”JournalofSystemsScienceandComplexity,vol.27,no.6,pp.1095–1120,2014.(SCI数学与跨学科应用4区，IF：0.556)DownloadPDF\r
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[2013]\r
1.X.Cai,Z.Hu,andZ.Fan,“Anovelmemeticalgorithmbasedoninvasiveweedoptimizationanddifferentialevolutionforconstrainedoptimization,”SoftComputing,vol.17,no.10,pp.1893–1910,2013.(SCI人工智能2区，IF：2.472)DownloadPDF\r
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[2012]\r
1.J.F.Dupuis,Z.Fan*,andE.D.Goodman,“Evolutionarydesignofbothtopologiesandparametersofahybriddynamicalsystem,”IEEETransactionsonEvolutionaryComputation,vol.16,no.3,pp.391–405,2012.(SCI人工智能1区，IF：10.629)DownloadPDF\r
2.Q.Li,B.Zhang,L.Cui,Z.Fan,andA.V.Vasilakos,“Immunizationsonsmallworldsoftree-basedwirelesssensornetworks,”ChinesePhysicsB,vol.21,no.5,p.050205,2012.(SCI物理学科3区，IF：1.603)DownloadPDF\r
3.Q.Li,B.Zhang,Z.Fan,andA.V.Vasilakos,“Dynamicsinsmallworldsoftreetopologiesofwirelesssensornetworks,”JournalofSystemsEngineeringandElectronics,vol.23,no.3,pp.325–334,2012.(SCI自动控制系统4区，IF：0.605)DownloadPDF\r
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[2010]\r
1.P.Wang,L.Xu,S.-M.Zhou,Z.Fan,Y.Li,andS.Feng,“AnovelBayesianlearningmethodforinformationaggregationinmodularneuralnetworks,”ExpertSystemswithApplications,vol.37,no.2,pp.1071–1074,2010.(SCI人工智能1区，IF：3.928)DownloadPDF\r
2.Z.Zhou,B.Chen,H.Wang,andZ.Fan,“Studyontheevolutionaryoptimisationofthetopologyofnetworkcontrolsystems,”EnterpriseInformationSystems,vol.4,no.3,pp.247–264,2010.(SCI信息系统3区，IF：2.269)DownloadPDF\r
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[2009]\r
1.Z.Fan,J.Liu,T.Sorensen,andP.Wang,“ImprovedDifferentialEvolutionBasedonStochasticRankingforRobustLayoutSynthesisofMEMSComponents,”IEEETransactionsonIndustrialElectronics,vol.56,no.4,pp.937-948,2009.(SCI工程1区，IF=7.050)DownloadPDF\r
2.Y.Wang,Z.Cai,Y.Zhou,andZ.Fan,“Constrainedoptimizationbasedonhybridevolutionaryalgorithmandadaptiveconstraint-handlingtechnique,”StructuralandMultidisciplinaryOptimization,vol.37,no.4,pp.395–413,2009.（SCI综合2区，IF：2.377）DownloadPDF\r
3.P.Wang,S.Feng,andZ.Fan,“Someissuesoftheparadigmofmulti-learningmachine-modularneuralnetworks,”InternationalJournalofDistributedSensorNetworks,vol.5,no.1,pp.46–46,2009.(SCI多学科应用2区，IF：1.787)DownloadPDF\r
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[1998-2008]\r
1.Z.Fan,J.Wang,S.Achiche,E.Goodman,andR.Rosenberg,“Structuredsynthesisofmemsusingevolutionaryapproaches,”AppliedSoftComputing,vol.8,no.1,pp.579–589,2008.(SCI人工智能1区，IF：2.472)DownloadPDF\r
2.J.Wang,Z.Fan,J.P.Terpenny,andE.D.Goodman,“Cooperativebody–braincoevolutionarysynthesisofmechatronicsystems,”AIEDAM,vol.22,no.3,pp.219–234,2008.(SCI人工智能3区，IF：0.885)DownloadPDF\r
3.P.Wang,Y.Li,Z.Fan,andS.Feng,“Methodologicalresearchfordynamicintegrationofmodularneuralnetworkssub-networks,”SystemsEngineeringandElectronics,vol.30,no.6,pp.1143–1147,2008.(SCI自动控制系统4区，IF：0.605)DownloadPDF\r
4.J.Hu,E.Goodman,K.Seo,Z.Fan,andR.Rosenberg,“Thehierarchicalfaircompetition(HFC)frameworkforsustainableevolutionaryalgorithms,”EvolutionaryComputation,vol.13,no.2,pp.241–277,2005.(SCI人工智能2区，IF：3.826)DownloadPDF\r
5.J.Wang,Z.Fan,JanisP.Terpenny,andErikD.Goodman,“Knowledgeinteractionwithgeneticprogramminginmechatronicsystemsdesignusingbondgraphs,”IEEETransactionsonSystems,Man,andCybernetics,PartC(ApplicationsandReviews),vol.35,no.2,pp.172–182,2005.(SCI人工智能2区，IF：2.350)DownloadPDF\r
6.Z.Fan,J.Wang,andE.Goodman,“Exploringopen-endeddesignspaceofmechatronicsystems,”InternationalJournalofAdvancedRoboticSystems,vol.1,no.4,pp.295-302,2004.(SCI机器人4区，IF：0.987)DownloadPDF\r
7.Z.Fan,K.Seo,J.Hu,E.D.Goodman,andR.C.Rosenberg,“Anovelevolutionaryengineeringdesignapproachformixed-domainsystems,”EngineeringOptimization,vol.36,no.2,pp.127–147,2004.(SCI多学科工程2区，IF：1.728)DownloadPDF\r
8.K.Seo,Z.Fan,J.Hu,E.D.Goodman,andR.C.Rosenberg,“Towardaunifiedandautomateddesignmethodologyformulti-domaindynamicsystemsusingbondgraphsandgeneticprogramming,”Mechatronics,vol.13,no.8-9,pp.851–885,2003.(SCI自动控制系统1区，IF：2.496)DownloadPDF\r
9.Y.Fu,Y.Zhao,Z.Fan,X.Liao,“Bi-directionalassociativememorymodelwithdelays”,JournalofHuazhongUniversityofScienceandTechnology,vol.28,no.7,pp.80-82,2000.(SCI生物化学4区，IF：0.834)DownloadPDF\r
10.B.Wang,Z.Fan,Y.Liang,“Adirectdesignmethodoffuzzylogiccontrollerusinggeneticalgorithm”,JournalofHuazhongUniversityofScienceandTechnology,vol.26,no.5,pp.81-90,1998.(SCI生物化学4区，IF：0.834)