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Diagonally loaded SMI algorithm based on inverse matrix recursion 被引量:7
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作者 Cao Jianshu Wang Xuegang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2007年第1期160-163,共4页
The derivation of a diagonally loaded sample-matrix inversion (LSMI) algorithm on the busis of inverse matrix recursion (i.e.LSMI-IMR algorithm) is conducted by reconstructing the recursive formulation of covarian... The derivation of a diagonally loaded sample-matrix inversion (LSMI) algorithm on the busis of inverse matrix recursion (i.e.LSMI-IMR algorithm) is conducted by reconstructing the recursive formulation of covariance matrix. For the new algorithm, diagonal loading is by setting initial inverse matrix without any addition of computation. In addition, a corresponding improved recursive algorithm is presented, which is low computational complexity. This eliminates the complex multiplications of the scalar coefficient and updating matrix, resulting in significant computational savings. Simulations show that the LSMI-IMR algorithm is valid. 展开更多
关键词 Robust adaptive beamforming Space-time adaptive processing (STAP) Diagonal loading Inverse matrix recursion
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道路性能影响因素选择方法研究
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作者 李毅帆 王维庄 +3 位作者 丁小平 倪静哲 张利维 曹江 《山西建筑》 2026年第1期147-151,共5页
道路性能预测模型在道路养护与管理中发挥着至关重要的作用,然而道路监测数据中包含的影响因素复杂多样,数据规模大、维度高、质量参差不齐,并且影响因素之间存在复杂的非线性关系,评价道路性能影响因素的重要性有助于提高决策模型的有... 道路性能预测模型在道路养护与管理中发挥着至关重要的作用,然而道路监测数据中包含的影响因素复杂多样,数据规模大、维度高、质量参差不齐,并且影响因素之间存在复杂的非线性关系,评价道路性能影响因素的重要性有助于提高决策模型的有效性和可靠性。文中对递归特征消除法进行改进,将道路性能影响因素的筛选流程分成两个阶段:第一阶段基于Spearman系数和随机森林方法进行初筛;第二阶段基于递归消除法进行复筛。研究表明,基于改进递归特征消除法的道路性能影响因素选择方法,降低了模型迭代训练过程中的计算资源消耗,避免了冗余特征的干扰,能够更精确地量化各影响因素与道路性能之间的关联强度,为道路性能的评估提供了更可靠的分析工具。 展开更多
关键词 特征选择 Spearman系数 随机森林 递归特征消除 计算模型
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Fuzzy Shape Control Based on El man Dynamic Recursion Network Prediction Model 被引量:2
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作者 JIA Chun-yu LIU Hong-min 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2006年第1期31-35,共5页
In the strip rolling process, shape control system possesses the characteristics of nonlinearity, strong coupling, time delay and time variation. Based on self adapting Elman dynamic recursion network prediction model... In the strip rolling process, shape control system possesses the characteristics of nonlinearity, strong coupling, time delay and time variation. Based on self adapting Elman dynamic recursion network prediction model, the fuzzy control method was used to control the shape on four-high cold mill. The simulation results showed that the system can be applied to real time on line control of the shape. 展开更多
关键词 shape prediction shape control Elman dynamic recursion network parameter self-adjusting fuzzy control
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Nonlinear Program Construction and Verification Method Based on Partition Recursion and Morgan's Refinement Rules 被引量:2
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作者 WANG Changjing CAO Zhongxiong +3 位作者 YU Chuling WANG Changchang HUANG Qing ZUO Zhengkang 《Wuhan University Journal of Natural Sciences》 CAS CSCD 2023年第3期246-256,共11页
The traditional program refinement strategy cannot be refined to an executable program,and there are issues such as low verification reliability and automation.To solve the above problems,this paper proposes a nonline... The traditional program refinement strategy cannot be refined to an executable program,and there are issues such as low verification reliability and automation.To solve the above problems,this paper proposes a nonlinear program construction and verification method based on partition recursion and Morgan’s refinement rules.First,we use recursive definition technique to characterize the initial specification.The specification is then transformed into GCL(Guarded Command Language)programs using loop invariant derivation and Morgan’s refinement rules.Furthermore,VCG(Verification Condition Generator)is used in the GCL program to generate the verification condition automatically.The Isabelle theorem prover then validates the GCL program’s correctness.Finally,the GCL code generates a C++executable program automatically via the conversion system.The effectiveness of this method is demonstrated using binary tree preorder traversal program construction and verification as an example.This method addresses the problem that the construction process’s loop invariant is difficult to obtain and the refinement process is insufficiently detailed.At the same time,the method improves verification process automation and reduces the manual verification workload. 展开更多
关键词 program construction partition recursion Morgan's refinement rules loop invariant VCG Isabelle theorem prover
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THE RECURSION OPERATOR FOR A CONSTRAINED CKP HIERARCHY 被引量:2
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作者 李传忠 田可雷 +1 位作者 贺劲松 程艺 《Acta Mathematica Scientia》 SCIE CSCD 2011年第4期1295-1302,共8页
This paper gives a recursion operator for a 1-constrained CKP hierarchy, and by the recursion operator it proves that the 1-constrained CKP hierarchy can be reduced to the mKdV hierarchy under condition q = r.
关键词 recursion operator constrained CKP hierarchy mKdV hierarchy
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Foraging site recursion by forest elephants Elephas maximus borneensis 被引量:1
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作者 Megan ENGLISH Marc ANCRENAZ +3 位作者 Graeme GILLESPIE Benoit GOOSSENS Sen NATHAN Wayne LINKLATER 《Current Zoology》 SCIE CAS CSCD 2014年第4期551-559,共9页
Recursion by herbivores is the repeated use of the same site or plants. Recursion by wild animals is rarely investigated but may be ubiquitous. Optimal foraging theory predicts site recursion as a function of the qual... Recursion by herbivores is the repeated use of the same site or plants. Recursion by wild animals is rarely investigated but may be ubiquitous. Optimal foraging theory predicts site recursion as a function of the quality of the site, extent of its last use, and time since its last use because these influence site resource status and recovery. We used GPS collars, behaviour and site sampling to investigate recursion to foraging sites for two elephant Elephas maximus borneensis herds in the Lower Kinabatangan Wildlife Sanctuary, Borneo, over a 12 month period. Recursion occurred to 48 out of 87 foraging sites and was most common within 48 hours or between 151-250 days, indicating two different types ofrecursion. Recursion was more likely to occur if the site had previously been occupied for longer. Moreover, the time spent at a site at recursion was the same as the time spent at the site on the first occasion. The number of days that had passed between the first visit and recursion was also positively correlated with how much time was spent at the site at recursion. Habitat type also influenced the intensity of site-use, with more time spent at recursion within riverine/open grass areas along forest margins compared to other habitat types. Recursion is a common behaviour used by the elephants and its pattern suggests it may be a foraging strategy for revisiting areas of greater value. The qualities of recursion sites might usefully be incorporated into landscape management strategies for elephant conservation in the area [Current Zoology 60 (4): 551-559, 2014]. 展开更多
关键词 Asian elephant recursion Site re-use HERBIVORY Megaherbivore Optimal foraging
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On Recursion Operator of the q-KP Hierarchy 被引量:1
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作者 田可雷 朱晓鸣 贺劲松 《Communications in Theoretical Physics》 SCIE CAS CSCD 2016年第9期263-268,共6页
It is the aim of the present article to give a general expression of flow equations of the q-KP hierarchy.The distinct difference between the q-KP hierarchy and the KP hierarchy is due to q-binomial and the action of ... It is the aim of the present article to give a general expression of flow equations of the q-KP hierarchy.The distinct difference between the q-KP hierarchy and the KP hierarchy is due to q-binomial and the action of q-shift operator θ, which originates from the Leibnitz rule of the quantum calculus. We further show that the n-reduction leads to a recursive scheme for these flow equations. The recursion operator for the flow equations of the q-KP hierarchy under the n-reduction is also derived. 展开更多
关键词 q-KP hierarchy flow equations recursion operator
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基于RFE-SHAP的具有可解释性纱线质量预测研究
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作者 张保威 郭智林 王永华 《棉纺织技术》 2026年第1期2-9,共8页
为优化纱线质量预测的特征选择过程,进一步消除小样本环境下存在的冗余特征,提高后续预测过程的准确性、可靠性,提出了一种基于结合递归特征消除算法(RFE)和SHAP的具有可解释性的纱线质量预测方法,即RFE⁃SHAP。首先,选择RFE作为迭代特... 为优化纱线质量预测的特征选择过程,进一步消除小样本环境下存在的冗余特征,提高后续预测过程的准确性、可靠性,提出了一种基于结合递归特征消除算法(RFE)和SHAP的具有可解释性的纱线质量预测方法,即RFE⁃SHAP。首先,选择RFE作为迭代特征选择方法,将支持向量回归(SVR)作为其评估器;然后,引入SHAP技术去量化原始特征对纱线强力及毛羽H值两种纱线质量指标的边际贡献值,从而辅助特征选择,进而提供更直观且解释性更强的特征选择策略;最后,结合神经网络构建纱线强力以及毛羽H值的预测模型。试验结果证明:经RFE⁃SHAP算法得到的最优特征子集作为纱线强力及毛羽H值预测模型的输入时,模型多个评价指标的效果均有提升,其中,对两种纱线质量指标预测的平均绝对百分比误差均未超过3%。认为:该方法具有较高的可行性,可以在一定程度上提高模型的预测性能。 展开更多
关键词 纱线质量预测 特征选择 递归特征消除算法 支持向量回归 SHAP技术
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Recursion Least Square Method to Study the Fault Diagnosis and Its Model of Hydraulic Equipment 被引量:2
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作者 Hu Guoqing Luo Renfei(Department of Mechanical and Electrical Engineering,Xiamen University, 361005, Xiamen, Fujian, P.R.ChinaEmail: gqhu@jingxian.xmu.edu.cn) 《International Journal of Plant Engineering and Management》 1999年第1期383-390,共8页
In this paper establishing model of the fault diagnosis of hydraulic equipment isdescribed in details. It also studies the advantage of the recursion least square method. When theLSM is used in compuring the fault of... In this paper establishing model of the fault diagnosis of hydraulic equipment isdescribed in details. It also studies the advantage of the recursion least square method. When theLSM is used in compuring the fault of hydraulic equipment, not only does it save the computerCPU-time and memory, but it also has a high computation speed and,makes it easy to identifythe estimation parameters. 展开更多
关键词 medel FAULT hydraulic equipment recursion least square method.
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用Recursion方法计算晶格声子谱
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作者 吴式玉 郑兆勃 《物理学报》 SCIE EI CAS 1983年第1期46-56,共11页
用Recursion方法计算了体心、面心、金刚石结构晶体的声子谱。计算结果表明了这种方法计算复杂晶格结构谱密度的有效性。 这一工作也为用Recursion方法处理复杂结构无序体系问题提供了准备。
关键词 声子谱 recursion 晶格结构 布里渊区 能带结构 矩阵元 无序体系
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Construction of AFLT States by Reflection Method and Recursion Formula
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作者 寿暴 吴剑锋 喻明 《Communications in Theoretical Physics》 SCIE CAS CSCD 2014年第1期56-68,共13页
The AFLT states|PY1,Y2has reflection symmetry,Sn|PY1,Y2=|PY2,Y2,nb=2P,where S is the screening charge.AFLT state can be constructed using this reflect symmetry.We propose a recursion formula for this construction.The ... The AFLT states|PY1,Y2has reflection symmetry,Sn|PY1,Y2=|PY2,Y2,nb=2P,where S is the screening charge.AFLT state can be constructed using this reflect symmetry.We propose a recursion formula for this construction.The recursion formula is factorized completely. 展开更多
关键词 AGT duality AFLT states reflection method recursion formula
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Recursions in Calogero-Sutherland Model Based on Virasoro Singular Vectors
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作者 吴剑锋 续莺莺 喻明 《Communications in Theoretical Physics》 SCIE CAS CSCD 2012年第5期743-758,共16页
The present work is much motivated by finding an explicit way in the construction of the Jack symmetric function,which is the spectrum generating function for the Calogero-Sutherland (CS) model.To accomplish this work... The present work is much motivated by finding an explicit way in the construction of the Jack symmetric function,which is the spectrum generating function for the Calogero-Sutherland (CS) model.To accomplish this work,the hidden Virasoro structure in the CS model is much explored.In particular,we found that the Virasoro singular vectors form a skew hierarchy in the CS model.Literally,skew is analogous to coset,but here specifically refer to the operation on the Young tableaux.In fact,based on the construction of the Virasoro singular vectors,this hierarchical structure can be used to give a complete construction of the CS states,i.e.the Jack symmetric functions,recursively.The construction is given both in operator formalism as well as in integral representation.This new integral representation for the Jack symmetric functions may shed some insights on the spectrum constructions for the other integrable systems. 展开更多
关键词 Calogero-Sutherland model Jack symmetric function recursion relations integral representation
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Optical recursional binormal optical visco Landau-Lifshitz electromagnetic optical density
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作者 Talat Körpinar Zeliha Körpinar 《Communications in Theoretical Physics》 SCIE CAS CSCD 2023年第5期17-37,共21页
In this manuscript,we study a new version of the optical recursional binormal microbeam model for a flexible binormal microscale beam in terms of a binormal normalized operator.Also,we give new explanations for the op... In this manuscript,we study a new version of the optical recursional binormal microbeam model for a flexible binormal microscale beam in terms of a binormal normalized operator.Also,we give new explanations for the optical recursional visco Landau-Lifshitz binormal electromagnetic binormal microscale beam.Finally,we obtain an optical application for the normalized visco Landau-Lifshitz electromagnetic binormal optimistic density with an optical binormal resonator. 展开更多
关键词 optical recursion optical visco Landau-Lifshitz microscale flexible elastic microscale electromagnetic optimistic density visco microbeam model
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Construction of Recursion Formulas for Lax Pairs of (2+1)-Dimensional Equation: Modified Generalized Dispersive Long Wave Equation
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作者 TIANYong-Bo CHENGYi SHAONan 《Communications in Theoretical Physics》 SCIE CAS CSCD 2004年第6期807-812,共6页
In this article, we study the Lax pairs of -dimensional equation: the modified generalized dispersive long wave (MGDLW) equation. Based on the well-known binary Darboux transformation, we dig out the recursion formula... In this article, we study the Lax pairs of -dimensional equation: the modified generalized dispersive long wave (MGDLW) equation. Based on the well-known binary Darboux transformation, we dig out the recursion formulas of the first part of the Lax pairs. Then by further discussion and doing some revisional work, we make the recursion formulas fit for the second part of Lax pairs. At last, some solutions to the MGDLW equation are worked out by using the recursion formula. 展开更多
关键词 Lax pairs modified generalized dispersive long wave equation recursion formula SOLUTIONS
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Recursion-transform approach to compute the resistance of a resistor network with an arbitrary boundary 被引量:22
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作者 谭志中 《Chinese Physics B》 SCIE EI CAS CSCD 2015年第2期94-100,共7页
We consider a profound problem of two-point resistance in the resistor network with a null resistor edge and an arbitrary boundary,which has not been solved before because the Green's function technique and the Lapla... We consider a profound problem of two-point resistance in the resistor network with a null resistor edge and an arbitrary boundary,which has not been solved before because the Green's function technique and the Laplacian matrix approach are invalid in this case.Looking for the exact solutions of resistance is important but difficult in the case of the arbitrary boundary since the boundary is a wall or trap which affects the behavior of a finite network.In this paper,we give a general resistance formula that is composed of a single summation by using the recursion-transform method.Meanwhile,several interesting results are derived by the general formula.Further,the current distribution is given explicitly as a byproduct of the method. 展开更多
关键词 exact solution resistor network matrix equation recursion-transform boundary conditions
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NONLOCAL SYMMETRIES AND NONLOCAL RECURSION OPERATORS
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作者 陈玉福 张鸿庆 《Acta Mathematica Scientia》 SCIE CSCD 2001年第1期103-108,共6页
An expose about covering method on differential equations was given. The general formulae to determine nonlocal symmetries were derived which are analogous to the prolongation formulae of generalized symmetries. In ad... An expose about covering method on differential equations was given. The general formulae to determine nonlocal symmetries were derived which are analogous to the prolongation formulae of generalized symmetries. In addition., a new definition of nonlocal recursion operators was proposed, which gave a satisfactory explaination in covering theory for the integro-differential recursion operators. 展开更多
关键词 differential equations nonlocal symmetries recursion operators
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Recursion Operators of Two Supersymmetric Equations
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作者 李红敏 李彪 李玉奇 《Communications in Theoretical Physics》 SCIE CAS CSCD 2011年第2期199-203,共5页
From Lax representations,recursion operators for the supersymmetric KdV and the supersymmetric Kaup-Kupershimdt (SKK) equations are proposed explicitly.Under some special conditions,the recursion operator of the super... From Lax representations,recursion operators for the supersymmetric KdV and the supersymmetric Kaup-Kupershimdt (SKK) equations are proposed explicitly.Under some special conditions,the recursion operator of the supersymmetric Sawada-Kotera equation can be recovered by the one of the SKK equation. 展开更多
关键词 SUPERSYMMETRY Lax representation recursion operator
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A GENERALIZATION OF RECURSION OPERATORSOFDIFFERENTIAL EQUATIONS
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作者 陈玉福 张鸿庆 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 1999年第11期1230-1236,共7页
Most important recursion operators of differential equations are integro-differential operators. One often runs into difficulties in trying to obtain a full hierarchy of symmetries. The lack of precision sometimes lea... Most important recursion operators of differential equations are integro-differential operators. One often runs into difficulties in trying to obtain a full hierarchy of symmetries. The lack of precision sometimes leads to bogus symmetries. In this paper, a generalization of recursion operators is given, which eliminates the problem. Several examples are also given to demonstrate the generalization and the significance of the generalization is shown simultaneously. 展开更多
关键词 SYMMETRIES recursion operators prolongation of equations
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Recursion Formulae for Obtaining Surfaces with Constant MeanCurvature inR^2,1
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作者 TIAN Yong-Bo NAN Zhi-Jie TIAN Chou 《Communications in Theoretical Physics》 SCIE CAS CSCD 2007年第2期203-208,共6页
Though the Bǎcklund transformation on time-like surfaces with constant mean curvature surfaces in R^2,1 has been obtained, it is not easy to obtain corresponding surfaces because the procedure of solving the related ... Though the Bǎcklund transformation on time-like surfaces with constant mean curvature surfaces in R^2,1 has been obtained, it is not easy to obtain corresponding surfaces because the procedure of solving the related integrable system cannot be avoided when the Bǎcklund transformation is used, For sake of this, in this article, some special work is done to reform the Bǎcklund transformation to a recursion formula, by which we can construct time-like surfaces with constant mean curvature form known ones just by quadrature procedure. 展开更多
关键词 Bǎcklund transformation time-like surfaces with mean curvature Lax pairs recursion formula
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Some Recursion Formulae for the Number of Derangements and Bell Numbers
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作者 Yuan HE Jing PAN 《Journal of Mathematical Research with Applications》 CSCD 2016年第1期15-22,共8页
In this paper, a further investigation for the number of Derangements and Bell numbers is performed, and some new recursion formulae for the number of Derangements and Bell numbers are established by applying the gene... In this paper, a further investigation for the number of Derangements and Bell numbers is performed, and some new recursion formulae for the number of Derangements and Bell numbers are established by applying the generating function methods and Pade approximation techniques. Illustrative special cases of the main results are also presented. 展开更多
关键词 the number of Derangements Bell numbers Pade approximants recursion formulae
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