Advances in simulated modeling of vibration systems based on computational intelligence

	Advances in simulated modeling of vibration systems based on computational intelligence
	Liang, YC ; Lee, HP ; Lin, WZ ; Lim, SP ; Lee, KH ; Zhou, CG
	2002-12-01
发表期刊	PROGRESS IN NATURAL SCIENCE
ISSN	1002-0071
卷号	12 期号:12 页码:881-886
摘要	Computational intelligence is the computational simulation of the bio-intelligence, which includes artificial neural networks, fuzzy systems and evolutionary computations. This article summarizes the state of the art in the field of simulated modeling of vibration systems using methods of computational intelligence, based on some relevant subjects and the authors' own research work. First, contributions to the applications of computational intelligence to the identification of nonlinear characteristics of packaging are reviewed. Subsequently, applications of the newly developed training algorithms for feedforward neural networks to the identification of restoring forces in multi-degree-of-freedom nonlinear systems are discussed. Finally, the neural-network-based method of model reduction for the dynamic simulation of microelectromechanical systems (MEMS) using generalized Hebbian algorithm (GHA) and robust GHA is outlined. The prospects of the simulated modeling of vibration systems using techniques of computational intelligence are also indicated.
关键词	computational intelligence artificial neural network fuzzy system evolutionary computation vibration system
收录类别	SCI
语种	英语
WOS研究方向	Materials Science ; Science & Technology - Other Topics
WOS类目	Materials Science, Multidisciplinary ; Multidisciplinary Sciences
WOS记录号	WOS:000179511400001
出版者	TAYLOR & FRANCIS LTD
引用统计	被引频次：2[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/13578
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Liang, YC
作者单位	1.Jilin Univ, Coll Comp Sci & Technol, Changchun 130012, Peoples R China 2.Natl Univ Singapore, Dept Mech Engn, Singapore 119260, Singapore 3.Chinese Acad Sci, Inst Comp Technol, Key Lab Intelligent Informat Proc, Beijing 100080, Peoples R China 4.Inst High Performance Comp, Singapore 117528, Singapore
推荐引用方式 GB/T 7714	Liang, YC,Lee, HP,Lin, WZ,et al. Advances in simulated modeling of vibration systems based on computational intelligence[J]. PROGRESS IN NATURAL SCIENCE,2002,12(12):881-886.
APA	Liang, YC,Lee, HP,Lin, WZ,Lim, SP,Lee, KH,&Zhou, CG.(2002).Advances in simulated modeling of vibration systems based on computational intelligence.PROGRESS IN NATURAL SCIENCE,12(12),881-886.
MLA	Liang, YC,et al."Advances in simulated modeling of vibration systems based on computational intelligence".PROGRESS IN NATURAL SCIENCE 12.12(2002):881-886.