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Two-Phase Genetic Algorithm Applied in the Optimization of Multi-Modal Function 被引量:5
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作者 Huang Yu-zhen, Kang Li-shan,Zhou Ai-minState Key Laboratory of Software Engineering, Wuhan University, Wuhan 430072, Hubei,China 《Wuhan University Journal of Natural Sciences》 CAS 2003年第S1期259-264,共6页
This paper presents a two-phase genetic algorithm (TPGA) based on the multi- parent genetic algorithm (MPGA). Through analysis we find MPGA will lead the population' s evol vement to diversity or convergence accor... This paper presents a two-phase genetic algorithm (TPGA) based on the multi- parent genetic algorithm (MPGA). Through analysis we find MPGA will lead the population' s evol vement to diversity or convergence according to the population size and the crossover size, so we make it run in different forms during the global and local optimization phases and then forms TPGA. The experiment results show that TPGA is very efficient for the optimization of low-dimension multi-modal functions, usually we can obtain all the global optimal solutions. 展开更多
关键词 optimization of multi-modal function genetic algorithm global optimization local optimization
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A Two-Level Subspace Evolutionary Algorithm for Solving Multi-Modal Function Optimization Problems 被引量:3
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作者 Li Yan, Kang ZhuoComputation Center, Wuhan University, Wuhan 430072, Hubei, China 《Wuhan University Journal of Natural Sciences》 CAS 2003年第S1期249-252,共4页
In this paper, a new algorithm for solving multi-modal function optimization problems-two-level subspace evolutionary algorithm is proposed. In the first level, the improved GT algorithm is used to do global recombina... In this paper, a new algorithm for solving multi-modal function optimization problems-two-level subspace evolutionary algorithm is proposed. In the first level, the improved GT algorithm is used to do global recombination search so that the whole population can be separated into several niches according to the position of solutions; then, in the second level, the niche evolutionary strategy is used for local search in the subspaces gotten in the first level till solutions of the problem are found. The new algorithm has been tested on some hard problems and some good results are obtained. 展开更多
关键词 multi-modal function subspace search evolutionary algorithm
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Extraction of Modal Depth Functions and Wavenumbers Using Full Rank Decomposition Method with a Vertical Line Array
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作者 ZHANG Shuang ZHANG Yinquan +3 位作者 QIN Jinxing LI Zhenglin GUO Yonggang WU Shuanglin 《Journal of Ocean University of China》 2025年第3期672-684,共13页
Normal mode extraction has attracted extensive attention over the past few decades due to its practical value in enhancing the performance of underwater acoustic signal processing.Singular value decomposition(SVD)is a... Normal mode extraction has attracted extensive attention over the past few decades due to its practical value in enhancing the performance of underwater acoustic signal processing.Singular value decomposition(SVD)is an effective method to extract modal depth functions using vertical line arrays(VLA),particularly in scenarios when no prior environment information is available.However,the SVD method requires rigorous orthogonality conditions,and its performance severely degenerates in the presence of mode degeneracy.Consequently,the SVD approach is often not feasible in practical scenarios.This paper proposes a full rank decomposition(FRD)method to address these issues.Compared to the SVD method,the FRD method has three distinct advantages:1)the conditions that the FRD method requires are much easier to be fulfilled in practical scenarios;2)both modal depth functions and wavenumbers can be simultaneously extracted via the FRD method;3)the FRD method is not affected by the phenomenon of mode degeneracy.Numerical simulations are conducted in two types of waveguides to verify the FRD method.The impacts of environment configurations and noise levels on the precision of the extracted modal depth functions and wavenumbers are also investigated through simulation. 展开更多
关键词 normal mode extraction modal depth function modal wavenumber full rank decomposition
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MODAL PARAMETERS EXTRACTION WITH CROSS CORRELATION FUNCTION AND CROSS POWER SPECTRUM UNDER UNKNOWN EXCITATION 被引量:1
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作者 郑敏 申凡 +1 位作者 陈怀海 鲍明 《Chinese Journal of Aeronautics》 SCIE EI CSCD 2000年第1期19-23,共5页
In most of real operational conditions only response data are measurable while the actual excitations are unknown, so modal parameter must be extracted only from responses. This paper gives a theoretical formulation f... In most of real operational conditions only response data are measurable while the actual excitations are unknown, so modal parameter must be extracted only from responses. This paper gives a theoretical formulation for the cross-correlation functions and cross-power spectra between the outputs under the assumption of white-noise excitation. It widens the field of modal analysis under ambient excitation because many classical methods by impulse response functions or frequency response functions can be used easily for modal analysis under unknown excitation. The Polyreference Complex Exponential method and Eigensystem Realization Algorithm using cross-correlation functions in time domain and Orthogonal Polynomial method using cross-power spectra in frequency domain are applied to a steel frame to extract modal parameters under operational conditions. The modal properties of the steel frame from these three methods are compared with those from frequency response functions analysis. The results show that the modal analysis method using cross-correlation functions or cross-power spectra presented in this paper can extract modal parameters efficiently under unknown excitation. 展开更多
关键词 Algorithms Correlation methods Dynamic response Eigenvalues and eigenfunctions Frequency domain analysis functions modal analysis Parameter estimation Structural frames Time domain analysis Vibrations (mechanical) White noise
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Investigation of the Free Vibrations of Radial Functionally Graded Circular Cylindrical Beams Based on Differential Quadrature Method 被引量:1
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作者 Xiaojun Huang Liaojun Zhang +2 位作者 Renyu Ge Hanbo Cui Zhedong Xu 《Computer Modeling in Engineering & Sciences》 SCIE EI 2022年第7期23-41,共19页
In the current research,an effective differential quadrature method(DQM)has been developed to solve natural frequency and vibration modal functions of circular section beams along radial functional gradient.Based on t... In the current research,an effective differential quadrature method(DQM)has been developed to solve natural frequency and vibration modal functions of circular section beams along radial functional gradient.Based on the high-order theory of transverse vibration of circular cross-section beams,lateral displacement equation was reconstructed neglecting circumferential shear stress.Two equations coupled with deflection and rotation angles were derived based on elastic mechanics theory and further simplified into a constant coefficient differential equation with natural frequency as eigenvalue.Then,differential quadrature method was applied to transform the eigenvalue problem of the derived differential equation into a set of algebraic equation eigenvalue problems.Natural frequencies of the free vibrations of cylindrical beams with circular cross-sections were calculated at one time,and corresponding modal functions were solved together.The obtained numerical results indicated that the natural frequencies of functionally graded(FG)circular cylindrical beams obtained using differential quadrature method agreed with the results reported in related literatures.In addition,influences of varying gradient parameters on the modal shapes of circular cylindrical beams were found to be strongly consistent with previous studies.Numerical results further validated the feasibility and accuracy of the developed differential quadrature method in solving the transverse vibration of FG circular cross-section beams. 展开更多
关键词 functionally graded materials circular cylindrical beams natural frequency modal function differential quadrature method
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基于谱聚类的随机子空间模态参数自动识别
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作者 胡志祥 程成 +1 位作者 胥河阳 黄磊 《工程力学》 北大核心 2026年第1期39-49,共11页
实现模态参数自动识别对于实时结构健康监测系统具有重要意义。针对随机子空间方法输出的稳定图存在大量虚假模态的不足,该文提出了基于加权距离函数的谱聚类算法,并将其应用于稳定图的自动识别,旨在提高模态识别的精确性。介绍了谱聚... 实现模态参数自动识别对于实时结构健康监测系统具有重要意义。针对随机子空间方法输出的稳定图存在大量虚假模态的不足,该文提出了基于加权距离函数的谱聚类算法,并将其应用于稳定图的自动识别,旨在提高模态识别的精确性。介绍了谱聚类算法和随机子空间方法的原理,并将加权距离函数用于计算待聚类节点的相似矩阵,综合考虑模态数据的贡献。通过模态验证准则对稳定图的模态参数进行预处理,剔除明显的虚假模态,以提高聚类效果。将该文方法应用于平面桁架模型和实测人行桥的模态参数计算,结果表明所提出的方法能有效剔除稳定图中的虚假模态,并具有良好的鲁棒性。 展开更多
关键词 结构健康监测 模态参数识别 随机子空间 谱聚类 稳定图 距离函数
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Analysis on the Modality of English News Report
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作者 肖蓉 《科技信息》 2011年第11期I0265-I0265,I0283,共2页
Modality is used to express subjective judgment as well as the speaker’s opinions and attitudes.This paper aims to analyze the reporters’orientation reflected by linguistic modal expressions in English news reports ... Modality is used to express subjective judgment as well as the speaker’s opinions and attitudes.This paper aims to analyze the reporters’orientation reflected by linguistic modal expressions in English news reports from the perspective of Systemic-Functional Grammar,especially from the perspective of type,value,orientation and polarity. 展开更多
关键词 modalITY NEWS REPORTS SYSTEMIC functionAL GRAMMAR
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On Inspiration from Modality Value to the Teaching of College English
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作者 戈秀兰 《黑龙江生态工程职业学院学报》 2008年第6期117-118,共2页
This paper aims at examing how modality values are realized in native and non-native English news reporting and comparing the values they each take.By analyzing,the writer hopes to contribute to the awareness of forei... This paper aims at examing how modality values are realized in native and non-native English news reporting and comparing the values they each take.By analyzing,the writer hopes to contribute to the awareness of foreign language learners in terms of the importance of modality values in news analysis and make readers benefit from their reading,writing. 展开更多
关键词 modalITY modalITY VALUE news REPORTS functional GRAMMAR
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基于吕叔湘语气词理论的“啊”字功能研究及其在国际中文口语教学中的应用
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作者 蔡立帆 《语言与文化研究》 2026年第1期137-140,共4页
本文梳理了《中国文法要略》中关于“啊”的全部功能和语法意义,关于语气词“啊”,吕叔湘先生在《中国文法要略》里已经讲得比较完备了,其研究成果对后世学界影响很大,为我们树立了研究范式。本文在吕叔湘先生研究的基础上,进一步梳理... 本文梳理了《中国文法要略》中关于“啊”的全部功能和语法意义,关于语气词“啊”,吕叔湘先生在《中国文法要略》里已经讲得比较完备了,其研究成果对后世学界影响很大,为我们树立了研究范式。本文在吕叔湘先生研究的基础上,进一步梳理了语气词“啊”的研究现状以及研究存在的问题。最后,本文对阅读《中国文法要略》中发现的问题结合自己的思考和理解作出阐述,本文认为“啊”的核心语法意义是强化说话人自身的情感态度,包括有关于话语的祈令、询问、判断等态度,用以强化话语的语气,可以看作一个情态标记语,也可以表达对话语内容肯定的态度。另外,“啊”字在加强话语语气并增加感情成分的基础上,结合语境信息和说话人自身的情绪精神,能够帮助凸显说话人的情感,在具体语境下体现出不同的语用意义,在口语交际中使用频率较高。最后,本文通过总结吕叔湘关于语气词“啊”的研究成果以及研究现状,结合本文的进一步思考,为国际中文教师在口语教学层面提供教学策略。 展开更多
关键词 语气词“啊” 吕叔湘 语法意义 语用功能 国际中文教学
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An Analysis of Interpersonal Function of the Dialogues in the Film The King's Speech
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作者 杨越森 《海外英语》 2015年第6期236-240,252,共6页
Based on the framework of Halliday's theory of interpersonal function, this study intends to analyze the dialogues in the film The King's Speech from the three aspects of mood type, modal operator and vocative... Based on the framework of Halliday's theory of interpersonal function, this study intends to analyze the dialogues in the film The King's Speech from the three aspects of mood type, modal operator and vocative address by adopting both quantitative and qualitative methods. The significances of successful realizations of interpersonal function to the role characterization, plot development and thematic construction in the film are also demonstrated, thus deepening the understanding and appreciation of the film. 展开更多
关键词 INTERPERSONAL function The King’s SPEECH MOOD type modal operator vocative ADDRESS
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Numerical modeling on the interaction of internal solitary wave with slope-shelf and modal analysis 被引量:1
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作者 LI Qun XU Zhaoting CHEN Xu YU Jia 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2007年第6期139-149,共11页
On the basis of a nonhydrostatic numerical model, the interaction of internal solitary wave with slope - shelf was studied. The breaking and polarity transformation were analyzed. A "kink" structure, due to shoaling... On the basis of a nonhydrostatic numerical model, the interaction of internal solitary wave with slope - shelf was studied. The breaking and polarity transformation were analyzed. A "kink" structure, due to shoaling topography and higher nonlinear effect, was found to be generated by the leading wave before breaking. Coherent vortex shedding behind the leading wave was presented. The evolution characteristics of the modal structure were analyzed based on the empirical orthogonal function method. The modal structure was complicated due to the effect of the variable topography, especially when breaking occurred. In the performed experiments, the contributions to the total variance from higher mode jumped from no more than 20% to over 40%. 展开更多
关键词 internal solitary wave modal structure empirical orthogonal function
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ON THE REDUNDANCY OF COMPLEX MODAL PARAMETERS
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作者 陈奎孚 焦群英 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2004年第12期1412-1420,共9页
Generating the simulation transfer function (TF) is indispensable to modal analysis, such as examining modal parameters identification algorithm, and assessing modal analysis software. Comparing 3 feasible algorithms ... Generating the simulation transfer function (TF) is indispensable to modal analysis, such as examining modal parameters identification algorithm, and assessing modal analysis software. Comparing 3 feasible algorithms to simulate TF shows that,one of them is preperable,which is expressing the TF as the function of the complex modal parameters(CMPs),because the deliberate behaviors of CMPs can be implemented easily,such as,dense modals,large damping,and complex modal shape,etc.Nonetheless,even this preferable algorithms is elected,the complex modal shapes cannot be specified arbitrarily,because the number of CMPs far more exceeds that in physical coordinate.So for physical realizable system,there are redundant constraints in CMPs.By analyzing the eigenvalue problem of a complex modal system,and the inversion equations from CMPs to physical parameters,the explicit redundancy constraints were presented.For the special cases,such as the real modal,the damping free modal,and non-complete identification,the specific forms of the redundancy constraints were discussed,along with the number of independent parameters.It is worthy of noting that,redundancy constraints are automatically satisfied for the real modal case.Their equivalent forms on the transfer matrix and a column of transfer matrix were also provided. These results are applicable to generate TF, to implement identification by optimization and appreciate the identification results, to evaluate residual modal, and to verify the complementary of identified modal orders. 展开更多
关键词 VIBRATION complex modal transfer function EIGENVALUE
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A Comparative Study of Chinese and English Mood System from the Perspective of System-Functional Grammar
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作者 石佳 《海外英语》 2013年第17期257-258,273,共3页
This essay compares modality in a Chinese and a corresponding English news report. Modalities can be expressed in different parts of clauses, such as modal verbs, adjuncts, predicators and complements. It is found tha... This essay compares modality in a Chinese and a corresponding English news report. Modalities can be expressed in different parts of clauses, such as modal verbs, adjuncts, predicators and complements. It is found that in spit of the similarity in contents, the modal verbs and their frequencies are quite different. The Chinese news report contains more modal verbs. 展开更多
关键词 modalITY NEWS REPORT INTERPERSONAL function
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Application of Excitation Function to the Prediction of RI Level Caused by Corona Discharge
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作者 ZHU Lingyu JI Shengchang +3 位作者 HUI Sisi GUO Jun LI Yansong FU Chenzhao 《Plasma Science and Technology》 SCIE EI CAS CSCD 2012年第12期1091-1096,共6页
Radio interference (RI), as an aftereffect of corona discharge, is an important research topic in the field of electromagnetic compatibility, where excitation function is applied broadly to the prediction of RI leve... Radio interference (RI), as an aftereffect of corona discharge, is an important research topic in the field of electromagnetic compatibility, where excitation function is applied broadly to the prediction of RI level. This paper presents the theory of excitation function method used in the RI level prediction. Then, some practical problems related to this method are discussed. The propagation procedure of corona current is solved by the phase-modal transformation, and the impedance matrix of multi transmission lines is calculated by a double logarithmic approximate model of Carson's Ground-Return impedance. At the same time, in order to calculate the RI level when total line corona is assumed, an analytical formula is deduced for integral operation. Based on the above solutions, an algorithm is presented and applied to the prediction of RI level of a practical overhead transmission line. Comparison of prediction and measurement results indicates that the algorithm proposed in this paper is effective and feasible. 展开更多
关键词 radio interference excitation function modal propagation Ground-Return impedance
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English Classroom Discourse Analysis: Based on the Interpersonal Meta-function
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作者 王蓓 《海外英语》 2017年第17期208-210,222,共4页
Classroom discourse analysis plays a significant role in linguistics and language teaching. The present research is a case study, aiming to explore how the Interpersonal meta-function is reflected in the English class... Classroom discourse analysis plays a significant role in linguistics and language teaching. The present research is a case study, aiming to explore how the Interpersonal meta-function is reflected in the English classroom discourse, as well as to provide some suggestions for pedagogical improvement based on the findings. The results of the analysis indicate that in terms of Mood, the declarative clause is most frequently used, followed by the interrogative and imperative clause respectively; in terms of modality, the teacher uses modal verbs and Mood Adjuncts to express the degree of certainty; in terms of personal pronouns, the teacher prefers to use the first person plural pronouns. It is suggested that the class should be student-centered and that an equal teacher-student relationship should be established. 展开更多
关键词 English classroom discourse analysis interpersonal meta-function MOOD modality personal pronouns
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FREE VIBRATION OF FUNCTIONALLY GRADED, MAGNETO-ELECTRO-ELASTIC, AND MULTILAYERED PLATES 被引量:7
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作者 Chen Jiangyi Chen Hualing Pan Ernian 《Acta Mechanica Solida Sinica》 SCIE EI 2006年第2期160-166,共7页
The state-space method is employed to evaluate the modal parameters of functionally graded, magneto-electro-elastic, and multilayered plates. Based on the assumption that the properties of the functionally graded mate... The state-space method is employed to evaluate the modal parameters of functionally graded, magneto-electro-elastic, and multilayered plates. Based on the assumption that the properties of the functionally graded material are exponential, the state equation of structural vibration which takes the displacement and stress of the structure as state variables is derived. The natural frequencies and modal shapes are calculated based on the general solutions of the state equation and boundary conditions given in this paper. The influence of the functionally graded exponential factor on the elastic displacement, electric, and magnetic fields of the structure are discussed by assuming a sandwich plate model with different stacking sequences. 展开更多
关键词 functionally graded material magneto-electro-elastic plates modal shapes statespace method
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New modal identification method under the non-stationary Gaussian ambient excitation
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作者 杜秀丽 汪凤泉 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2009年第10期1295-1304,共10页
Based on the multivariate continuous time autoregressive (CAR) model, this paper presents a new time-domain modal identification method of linear time-invariant system driven by the uniformly modulated Gaussian rand... Based on the multivariate continuous time autoregressive (CAR) model, this paper presents a new time-domain modal identification method of linear time-invariant system driven by the uniformly modulated Gaussian random excitation. The method can identify the physical parameters of the system from the response data. First, the structural dynamic equation is transformed into a continuous time autoregressive model (CAR) of order 3. Second, based on the assumption that the uniformly modulated function is approximately equal to a constant matrix in a very short period of time and on the property of the strong solution of the stochastic differential equation, the uniformly modulated function is identified piecewise. Two special situations are discussed. Finally, by virtue of the Girsanov theorem, we introduce a likelihood function, which is just a con- ditional density function. Maximizing the likelihood function gives the exact maximum likelihood estimators of model parameters. Numerical results show that the method has high precision and the computation is efficient. 展开更多
关键词 modal identification uniformly modulated function continuous time autoregressive model Brownian motion exact maximum likelihood estimator
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A Contrastive Study of the Interpersonal Meanings of Modality in English and Chinese News Reports
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作者 刘爽 《海外英语》 2019年第12期92-93,共2页
The news,a special form of discourse,can easily influence people's emotion and evaluation.Although its characteristics require the reported messages to be objective and fair,there is no absolute objectivity.This p... The news,a special form of discourse,can easily influence people's emotion and evaluation.Although its characteristics require the reported messages to be objective and fair,there is no absolute objectivity.This paper aims to conduct a systematic analysis of finite modal operator and modal adjuncts under the framework of Halliday's systemic-functional grammar.The linguistic data is drawn from two pieces of news reports on hand-foot-mouth disease in English and Chinese.Both qualitative and quantitative research methods are adopted to discover the difference as well as similarity between the two languages with regards to the realization of modality. 展开更多
关键词 functionAL GRAMMAR modalITY NEWS REPORT
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Study on tapered crossed subwavelength gratings by Fourier modal method
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作者 陈熙 钟源 +2 位作者 王青 张冶金 陈良惠 《Chinese Physics B》 SCIE EI CAS CSCD 2010年第10期258-264,共7页
Fourier modal method incorporating staircase approximation is used to study tapered crossed subwavelength gratings in this paper. Three intuitive formulations of eigenvalue functions originating from the prototype are... Fourier modal method incorporating staircase approximation is used to study tapered crossed subwavelength gratings in this paper. Three intuitive formulations of eigenvalue functions originating from the prototype are presented, and their convergences are compared through numerical calculation. One of them is found to be suitable in modeling the diffraction efficiency of the circular tapered crossed subwavelength gratings without high absorption, and staircase approximation is further proven valid for non-highly-absorptive tapered gratings. This approach is used to simulate the "moth-eye" antireflection surface on silicon, and the numerical result agrees well with the experimental one. 展开更多
关键词 tapered crossed subwavelength gratings Fourier modal method staircase approximation eigenvalue functions
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An Improved Lower Order Method of Modal Parameter Estimation for Offshore Structures Using Reconstructed Signals
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作者 LIU Fushun QIN Junfei +2 位作者 LI Huajun LU Hongchao WANG Shuqing 《Journal of Ocean University of China》 SCIE CAS 2015年第6期969-974,共6页
For modal parameter estimation of offshore structures, one has to deal with two challenges: 1) identify the interested frequencies, and 2) reduce the number of false modes. In this article, we propose an improved meth... For modal parameter estimation of offshore structures, one has to deal with two challenges: 1) identify the interested frequencies, and 2) reduce the number of false modes. In this article, we propose an improved method of modal parameter estimation by reconstructing a new signal only with interested frequencies. The approach consists of three steps: 1) isolation and reconstruction of interested frequencies using FFT filtering, 2) smoothness of reconstructed signals, and 3) extraction of interested modal parameters in time domain. The theoretical improvement is that the frequency response function(FRF) of filtered signals is smoothed based on singular value decomposition technique. The elimination of false modes is realized by reconstructing a block data matrix of the eigensystem realization algorithm(ERA) using the filtered and smoothed signals. The advantage is that the efficiency of the identification process of modal parameters will be improved greatly without introducing any false modes. A five-DOF mass-spring system is chosen to illustrate the procedure and demonstrate the performance of the proposed scheme. Numerical results indicate that interested frequencies can be isolated successfully using FFT filtering, and unexpected peaks in auto spectral density can be removed effectively. In addition, interested modal parameters, such as frequencies and damping ratios, can be identified properly by reconstructing the Hankel matrix with a small dimension of ERA, even the original signal has measurement noises. 展开更多
关键词 modal PARAMETER ESTIMATION INTERESTED FREQUENCY FREQUENCY response function(FRF)
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