人工神经网络在结构振动控制中应用
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摘要
对人工神经网络在结构工程振动控制中的应用做了综合评述 .简要介绍了人工神经网络的发展历程和基本性能 ;重点阐述了人工神经网络在结构振动控制中的应用情况 ,并对未来的发展方向进行了展望 .
The state of the art review of the artificial neural networks structural vibration control is presented. The progress and the basic properties of the neural networks are introduced, and its applications to the structural vibration control are discussed, and the future development in these fields is predicted.
The state of the art review of the artificial neural networks structural vibration control is presented. The progress and the basic properties of the neural networks are introduced, and its applications to the structural vibration control are discussed, and the future development in these fields is predicted.
引文
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[34 ]蔡自兴 .神经控制器的典型结构 [J].控制理论与应用 ,1998(1) :1 8.
[35 ]董聪 .多层前向网络的逼近和泛化机制 [J].控制与决策 ,1998(s) :413 417.
[36 ]董聪 .人工神经网络研究进展 [M ].北京 :北京航空航天大学出版社 ,1995 .
[2 ]李宏男 ,闫石 ,贾连光 .利用调液阻尼器减振的结构控制研究进展 [J].地震工程与工程振动 ,1995 ,3:99 110 .
[3]李宏男 .结构振动控制的新进展 [J].世界地震工程 ,1995 ,2 :34 39.
[4 ]周福霖 .工程结构减震控制 [M ].北京 :地震出版社 ,1997.
[5 ]王耀南 .智能控制系统 [M ].长沙 :湖南大学出版社 ,1996 .
[6 ]孙增圻 ,张再兴 .智能控制的理论与技术 [J].控制与决策 ,1996 ,1:1 8.
[7]董聪 ,郦正能 ,夏人伟 ,等 .多层前向网络研究进展若干问题 [J].力学进展 ,1995 ,2 :186 196 .
[8]MCCULLOCHWS ,PITTSW .Alogicalcalculusoftheidealimminentinnervousactivity[J].BullMathBiophys,1943,5 :115 133.
[9]HEBBDD .TheOrganizationofBehavior[M ].NewYork :Wiley ,1949.
[10 ]ROSENBLATTF .The perceptron :a probabilisticmodelforinformationstorageorganizationinthebrain[J].PsycholRev ,195 8,6 5 :386 40 5 .
[11]MINSKYML ,PEPERTSA .Perceptron[M ].Cambridge :TheMITPress ,196 8.
[12 ]GROSSBERGS .Adaptivepatternclassificationanduniversalrecording :Ⅰ .Paralleldevelopmentandcodingofneuralfeaturedetectors[J].BiolCybern ,1976 ,2 3:12 1 134 .
[13]HOPFIELDJJ.Neuralnetworksandphysicalsystemwithemergentcollectivecomputationalabilities[J].ProcNatAcadSci,1982 ,79:2 5 5 4 2 5 5 8.
[14]HOPFIELDJJ .Neuronswith gradedresponsehavecollectivecomputational propertieslikethoseoftwo stateneurons[J].ProcNatAcadSci,1984,81:30 88 30 92 .
[15 ]RUMELHARTDE ,MCCLELLANDJL .ParallelDistributedProcessing :ExplorationsintheMicrostructuresofCognition :Vol1.Foundations[M ].Cambridge :TheMITPress,1986 .
[16 ]WIDROWB ,LEHRMA .Thirtyyearsofadaptiveneuralnetworks:perceptron ,madaline ,andbackpropagation[J].ProcIEEE ,1990 ,9:1415 144 1.
[17]徐健学 ,陈永红 ,蒋耀林 .人工神经网络非线性动力学及其应用 [J].力学进展 ,1998,2 :145 16 2 .
[18]董聪 ,刘西拉 .广义BP算法及网络容错性和泛化能力的研究 [J].控制与决策 ,1998,2 :12 0 12 4.
[19]HOUSNERGW ,BERGMANLA ,CAUGHEYTK ,etal.Structuralcontrol:past ,present ,andfuture[J].EngMech ,1997,9:897 971.
[2 0 ]JOGHATAIEA ,GHABOUSSIJ .Neuralnetworksandfuzzylogicinstructuralcontrol[A].ProceedingsofFirstWorldConferenceofStructureControl:WP1[C].LosAngeles :[sn],1994.2 1 30 .
[2 1]CONTEJP ,DURRANIAJ,SHELTONRO .Responseemulationofmultistorybuildingusingneuralnetworks[A].ProceedingsofFirstWorldConferenceofStructureControl:WP1[C].LosAngeles:[sn],1994.5 9 6 8.
[2 2 ]GHABOUSSIJ ,JOGHATAIEA .Activecontrolofstructuresusingneuralnetworks[J].EngMech ,1995 ,4:5 5 5 5 6 7.
[2 3]GHABOUSSIJ,BANI HANIK .Neuralnetworkbasednonlinearstructuralcontrolmethods[A]. 2ndInternationalWorkshopofStructuralControl[C].HongKong :[sn].1996 .198 2 2 0 .
[2 4]BANI HANIK ,GHOBOUSSIJ .Nonlinearstructuralcontrolusingneuralnetworks [J].EngMech ,1998,3:319 32 7.
[2 5 ]MASRISF ,CHASSIAKOSAG ,CAUGHEYTK .Identificationofnonlineardynamicsystemsusingneuralnetworks[J].ApplMech ,1993,3:12 3 133.
[2 6 ]CHASSIAKOSAG ,MASRISF .Identificationofstructuralsystemsbyneuralnetworks[J].MathComputSimulation ,1996 ,40 :6 37 6 5 6 .
[2 7]PAEZTL .Simulationofstructuralresponseusingrecurrentradialbasisfunctionnetwork[A].ProceedingsofFirstWorldConferenceofStructureControl:WP1[C].LosAngeles:[sn],1994.78 87.
[2 8]VENINIP ,WENYK .HybridvibrationcontrolofMDOFhystereticstructureswithneuralnetworks[A].ProceedingsofFirstWorldConferenceofStructureControl:TA3[C].LosAngeles:[sn],1994.5 3 6 2 .
[2 9]AMINIF ,CHENHM .Neuralnetworksforidentificationandcontrolofstructures[A].ProceedingsofFirstWorldConferenceofStructureControl:TP3[C].LosAngeles :[sn],1994.43 5 1.
[30 ]MORISHITAS ,UNES ,SHINOZUKAM .Structuralidentificationbyneuralnetworkusinganewfastlearningalgorithm[A].ProceedingsofFirstWorldConferenceofStructureControl:TP3[C].LosAngeles :[sn],1994.5 3 6 0 .
[31]NIKZADK ,GHABOUSSIJ ,PAULSL .Actuatordynamicsanddelaycompensationusingneutrocontrollers[J].EngMech ,1995 ,10 :96 6 975 .
[32 ]JAGHATAIEK ,GHABOUSSIJ .Acomparativestudyoflearningmethodsandmathematicalalgorithmsinstructuralcontrol[A].EleventhWorldConferenceonEarthquakeEngineering[C].[sl]:[sn],1996 .
[33]何玉敖 ,吴建军 .应用自递归神经网络 (SRNN)预测结构的响应 [J].土木工程学报 ,1998,2 :46 5 1.
[34 ]蔡自兴 .神经控制器的典型结构 [J].控制理论与应用 ,1998(1) :1 8.
[35 ]董聪 .多层前向网络的逼近和泛化机制 [J].控制与决策 ,1998(s) :413 417.
[36 ]董聪 .人工神经网络研究进展 [M ].北京 :北京航空航天大学出版社 ,1995 .
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