结构参数识别中的软计算方法
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摘要
简要介绍了信息科学中的软计算方法与参数识别理论相结合形成的新兴的参数识别方法。这些方法包括人工神经网络、遗传算法、模糊逻辑、小波理论、分形和混沌理论等。将这些方法和以传统优化理论为基础的参数识别方法作了比较。许多文献资料表明,软计算方法在结构参数识别中的可行性。
The new methods for parameters identification which combine in information science with theory of identification are introduced.They are neural network,genetic algorithms,fuzzy logic,wavelet theory,bifurcation & chaos theory etc.The difference between new methods and parameters identification based on optimization algorithm are presented.Many literatures demonstrate the feasibility of applying the proposed method in structural parameters identification.
The new methods for parameters identification which combine in information science with theory of identification are introduced.They are neural network,genetic algorithms,fuzzy logic,wavelet theory,bifurcation & chaos theory etc.The difference between new methods and parameters identification based on optimization algorithm are presented.Many literatures demonstrate the feasibility of applying the proposed method in structural parameters identification.
引文
1雷慧,李命成.残余力向量结构损伤诊断的神经网络方法.集美大学学报(自然科学版),2001,6(3):255-259
2周仙通,王柏生,倪一清.用神经网络和优化方法进行结构参数识别.计算力学学报,2001,18(2):235-238
3 Zenon Waszczyszyn,Leonard Ziemianski.Neural Network in Me-chanics of Structures and Materials———New Results and Prospectsof Application.Computers&Structures,2001,79:2 261-2 276
4 Sato T,Sato M.Structure Identification Using Neural Network andKalman Filter Algorithms.Strucctural Eng./Earthquake Eng.JSCE.1997,14(1):23-32
5 Chung Bang Yun,Eun Young Bahng.Substructural IdentificationUsing Neural Networks.Computers&Structures,2000,77:41-52
6 Wu X,Ghabouss J,Garrett J H.Use of Neural Network in Detection ofStructural Damage Computers&Structures,1992,42(4):649-659
7 Kao C Y,Shih Lin,Hung.Detection of Structural Damage Via FreeVibration Responses Generated by Approximating Artificial NeuralNetworks.Computers&Structures,2003,81:2 631-2 644
8 Chassiakos A G,Masri S F.Modeling Unknown Structural SystemsThrough the Use of Neural Networks.Earthquake Engineering andStructural Dynamics,1996,25:117-128
9徐赵东,沈亚鹏.神经网络对结构地震反应的预测及实验研究.振动与冲击,2003,22(2):8-11
10李守巨,刘迎曦,等.基于模神经网络的混凝土大坝弹性参数识别方法.大连理工大学学报,2000,40(5):531-535
11葛增杰,李锡夔.深基坑开挖工程多层土体物性参数识别的BP法.大连理工大学学报,2000,40(3):739-743
12李守巨,刘迎曦,王登刚.基于遗传算法的结构振动参数识别方法.中国矿业大学学报(自然科学版),2001,30(3):256-260
13刘凤娥,蔡迎春,等.遗传算法在路面材料参数识别中的应用研究.郑州大学学报(工学报),2002,23(1)
14魏连伟,韩文秀,等.基于模拟退火遗传算法的水文地质参数识别.天津大学学报,2003,36(5):618-621
15杨晓华,陆佳华,杨志峰.结构最优设计问题的一种新方法.河海大学学报(自然科学版),2003,31(3):351-354
16李伟,王轲,等.基于遗传算法的非线性迟滞系统参数识别.振动与冲击,2000,19(1):8-11
17 Koh C G,Hong B,Liaw C Y.Parameter Identification of LargeStructure Systems in Time Domain.Journal of Structural Engineer-ing,2000(8):957-963
18 Koh C G,Hong B,Liaw C Y.Substructiral and Progressive Struc-tural Identification Methods.Engineering Structures,2003,25:1 551-1 563
19吴长智,杨庆佛,熊诗波.基于模糊优化下离散误差非线性参数识别方法研究.机械工程学报,1999,35(6):17-20
20许亮斌,陈国明,徐长航.基于神经网络的无损检测参数识别.石油矿场机械,2001,30(4):4-6
21何玉敖,李江.基于模糊逻辑与神经网络的高层结构半主动控制.建筑结构学报,2003,24(2):33-37
22 Liang Y C,Feng D P,Liu G R,et al.Neural Identification ofRock Parameters Using Fuzzy Adaptive Learning Parameters.Com-puters&Structures,2003,81:2 373-2 382
23 Pierre Argoul.Linear Dynamical Identification:an Intergral Trans-form Seen as a Complex Wavelet Transform.Meccanica,1997,32:215-225
24王永刚,张景绘.小波变换在结构动力学识别中的应用.强度与环境,1997(4):22-29
25于开平,邹经湘,杨炳渊.模态参数识别的小波变换方法.宇航学报,1999,20(4):72-98
26马金奎,刘元峰,等.基于小波分析的滑动轴承参数识别研究.机械工程学报,2000,36(5):81-88
27赵玉成,肖忠会,许庆余.时间序列分维数用于非线性模型临界参数的识别.2000,17(1):134-139
28张朝晖,黄惟一.振动波形的分形判别及特征提取.东南大学学报,1999,29(4):26-29
29马军海,陈予恕.低维混沌时序非线性动力系统的预测方法及其应用研究.应用数学和力学,2001,22(5):402-408
2周仙通,王柏生,倪一清.用神经网络和优化方法进行结构参数识别.计算力学学报,2001,18(2):235-238
3 Zenon Waszczyszyn,Leonard Ziemianski.Neural Network in Me-chanics of Structures and Materials———New Results and Prospectsof Application.Computers&Structures,2001,79:2 261-2 276
4 Sato T,Sato M.Structure Identification Using Neural Network andKalman Filter Algorithms.Strucctural Eng./Earthquake Eng.JSCE.1997,14(1):23-32
5 Chung Bang Yun,Eun Young Bahng.Substructural IdentificationUsing Neural Networks.Computers&Structures,2000,77:41-52
6 Wu X,Ghabouss J,Garrett J H.Use of Neural Network in Detection ofStructural Damage Computers&Structures,1992,42(4):649-659
7 Kao C Y,Shih Lin,Hung.Detection of Structural Damage Via FreeVibration Responses Generated by Approximating Artificial NeuralNetworks.Computers&Structures,2003,81:2 631-2 644
8 Chassiakos A G,Masri S F.Modeling Unknown Structural SystemsThrough the Use of Neural Networks.Earthquake Engineering andStructural Dynamics,1996,25:117-128
9徐赵东,沈亚鹏.神经网络对结构地震反应的预测及实验研究.振动与冲击,2003,22(2):8-11
10李守巨,刘迎曦,等.基于模神经网络的混凝土大坝弹性参数识别方法.大连理工大学学报,2000,40(5):531-535
11葛增杰,李锡夔.深基坑开挖工程多层土体物性参数识别的BP法.大连理工大学学报,2000,40(3):739-743
12李守巨,刘迎曦,王登刚.基于遗传算法的结构振动参数识别方法.中国矿业大学学报(自然科学版),2001,30(3):256-260
13刘凤娥,蔡迎春,等.遗传算法在路面材料参数识别中的应用研究.郑州大学学报(工学报),2002,23(1)
14魏连伟,韩文秀,等.基于模拟退火遗传算法的水文地质参数识别.天津大学学报,2003,36(5):618-621
15杨晓华,陆佳华,杨志峰.结构最优设计问题的一种新方法.河海大学学报(自然科学版),2003,31(3):351-354
16李伟,王轲,等.基于遗传算法的非线性迟滞系统参数识别.振动与冲击,2000,19(1):8-11
17 Koh C G,Hong B,Liaw C Y.Parameter Identification of LargeStructure Systems in Time Domain.Journal of Structural Engineer-ing,2000(8):957-963
18 Koh C G,Hong B,Liaw C Y.Substructiral and Progressive Struc-tural Identification Methods.Engineering Structures,2003,25:1 551-1 563
19吴长智,杨庆佛,熊诗波.基于模糊优化下离散误差非线性参数识别方法研究.机械工程学报,1999,35(6):17-20
20许亮斌,陈国明,徐长航.基于神经网络的无损检测参数识别.石油矿场机械,2001,30(4):4-6
21何玉敖,李江.基于模糊逻辑与神经网络的高层结构半主动控制.建筑结构学报,2003,24(2):33-37
22 Liang Y C,Feng D P,Liu G R,et al.Neural Identification ofRock Parameters Using Fuzzy Adaptive Learning Parameters.Com-puters&Structures,2003,81:2 373-2 382
23 Pierre Argoul.Linear Dynamical Identification:an Intergral Trans-form Seen as a Complex Wavelet Transform.Meccanica,1997,32:215-225
24王永刚,张景绘.小波变换在结构动力学识别中的应用.强度与环境,1997(4):22-29
25于开平,邹经湘,杨炳渊.模态参数识别的小波变换方法.宇航学报,1999,20(4):72-98
26马金奎,刘元峰,等.基于小波分析的滑动轴承参数识别研究.机械工程学报,2000,36(5):81-88
27赵玉成,肖忠会,许庆余.时间序列分维数用于非线性模型临界参数的识别.2000,17(1):134-139
28张朝晖,黄惟一.振动波形的分形判别及特征提取.东南大学学报,1999,29(4):26-29
29马军海,陈予恕.低维混沌时序非线性动力系统的预测方法及其应用研究.应用数学和力学,2001,22(5):402-408
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