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Predefined-Time Distributed Optimization for Resource Allocation Problems With Time-Varying Objective Function and Constraints
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作者 Haotian Wu Yang Liu +1 位作者 Mahmoud Abdel-Aty Weihua Gui 《IEEE/CAA Journal of Automatica Sinica》 2025年第11期2353-2355,共3页
Dear Editor,This letter addresses distributed optimization for resource allocation problems with time-varying objective functions and time-varying constraints.Inspired by the distributed average tracking(DAT)approach,... Dear Editor,This letter addresses distributed optimization for resource allocation problems with time-varying objective functions and time-varying constraints.Inspired by the distributed average tracking(DAT)approach,a distributed control protocol is proposed for optimal resource allocation.The convergence to a time-varying optimal solution within a predefined time is proved.Two numerical examples are given to illustrate the effectiveness of the proposed approach. 展开更多
关键词 resource allocation distributed optimization time varying objective function optimal resource allocationthe distributed control protocol time varying constraints predefined time convergence
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Asymptotic Behaviors of Hankel Determinants Whose Entries Involve Regularly- or Rapidly-Varying Functions. Part II*
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作者 Antonio Granata 《Advances in Pure Mathematics》 2025年第2期119-144,共26页
Here we complete our work on the asymptotics of Hankel determinants studying the case wherein the entries are “ultrarapidly”-varying functions in the sense that their logarithms are rapidly varying. Moreover, the la... Here we complete our work on the asymptotics of Hankel determinants studying the case wherein the entries are “ultrarapidly”-varying functions in the sense that their logarithms are rapidly varying. Moreover, the last results in the paper highlight analogies between algebraic identities for Hankelians with special entries and asymptotic relations valid for large classes of entries. 展开更多
关键词 Asymptotic Behaviors of Hankel Determinants Asymptotic Expansions in the Real Domain Regularly- Rapidly- and Exponentially-varying functions of Higher Order Algebraic Identities for Hankelians
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Asymptotic Behaviors of Hankelians, Whose Entries Involve Regularly- or Rapidly-Varying Functions, as the Variable Tends to +∞. Part I
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作者 Antonio Granata 《Advances in Pure Mathematics》 2024年第11期817-858,共42页
The rich literature concerning “asymptotic behavior of Hankel determinants” concerns the behavior, as the order n tends to ∞, of Hankel determinants whose entries are numbers, e.g., with a combinatorial interest or... The rich literature concerning “asymptotic behavior of Hankel determinants” concerns the behavior, as the order n tends to ∞, of Hankel determinants whose entries are numbers, e.g., with a combinatorial interest or arising as values of special classes of functions. Such determinants are numbers depending on n, playing roles in number theory, combinatorics, random matrices and the like;and mathematicians in the involved fields have been interested in their asymptotic behaviors as n goes to ∞, as previously mentioned, with no single exception to the author’s knowledge. The study carried on in the present paper treats an altogether different situation as suggested by the specification in the title “as the variable tends to +∞”. We deal with those types of Hankel determinants (purposely called Hankelians) which are special cases of Wronskians and, continuing our work on the asymptotics of Wronskians, we study the asymptotic behaviors of n-order Hankelians, whose entries involve either regularly- or rapidly-varying functions, when the variable tends to +∞. As in the study of Wronskians, the treatment of this case also needs the whole apparatus of the theory of higher-order types of asymptotic variation, but the most demanding results are not automatic corollaries of the general theory. In fact, in the study of generic Wronskians (study motivated by applications to asymptotic expansions), the entries were required to belong to one of the classes of “higher-order regular or rapid variation”;on the contrary, in the case of Hankelians, we are confronted with functions whose logarithms are either “regularly- or rapidly-varying functions”, roughly classifiable as “ultrarapidly-varying functions”, and the study requires both special devices and a number of preliminary lemmas about products and linear combinations of functions in the mentioned classes. 展开更多
关键词 Asymptotic Behaviors of Hankelians Asymptotic Expansions in the Real Domain Regularly- Rapidly- and Exponentially-varying functions of Higher Order
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Time-variant fragility analysis of the bridge system considering time-varying dependence among typical component seismic demands 被引量:10
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作者 Song Shuai Qian Yongjiu +2 位作者 Liu Jing Xie Xiaorui Wu Gang 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2019年第2期363-377,共15页
This paper presents a copula technique to develop time-variant seismic fragility curves for corroded bridges at the system level and considers the realistic time-varying dependence among component seismic demands. Bas... This paper presents a copula technique to develop time-variant seismic fragility curves for corroded bridges at the system level and considers the realistic time-varying dependence among component seismic demands. Based on material deterioration mechanisms and incremental dynamic analysis, the time-evolving seismic demands of components were obtained in the form of marginal probability distributions. The time-varying dependences among bridge components were then captured with the best fitting copula function, which was selected from the commonly used copula classes by the empirical distribution based analysis method. The system time-variant fragility curves at different damage states were developed and the effects of time-varying dependences among components on the bridge system fragility were investigated. The results indicate the time-varying dependence among components significantly affects the time-variant fragility of the bridge system. The copula technique captures the nonlinear dependence among component seismic demands accurately and easily by separating the marginal distributions and the dependence among them. 展开更多
关键词 system FRAGILITY CHLORIDE corrosion TIME-varying DEPENDENCE COPULA function probabilistic seismic demand
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Complements to the Theory of Higher-Order Types of Asymptotic Variation for Differentiable Functions 被引量:1
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作者 Antonio Granata 《Advances in Pure Mathematics》 2019年第5期434-479,共46页
The purpose of this paper is to add some complements to the general theory of higher-order types of asymptotic variation developed in two previous papers so as to complete our elementary (but not too much!) theory in ... The purpose of this paper is to add some complements to the general theory of higher-order types of asymptotic variation developed in two previous papers so as to complete our elementary (but not too much!) theory in view of applications to the theory of finite asymptotic expansions in the real domain, the asymptotic study of ordinary differential equations and the like. The main results concern: 1) a detailed study of the types of asymptotic variation of an infinite series so extending the results known for the sole power series;2) the type of asymptotic variation of a Wronskian completing the many already-published results on the asymptotic behaviors of Wronskians;3) a comparison between the two main standard approaches to the concept of “type of asymptotic variation”: via an asymptotic differential equation or an asymptotic functional equation;4) a discussion about the simple concept of logarithmic variation making explicit and completing the results which, in the literature, are hidden in a quite-complicated general theory. 展开更多
关键词 HIGHER-ORDER Regularly-varying functionS HIGHER-ORDER Rapidly-varying functionS Smoothly-varying functionS Exponentially-varying functionS Logarithmically-varying functionS ASYMPTOTIC Differential EQUATIONS As-ymptotic functional EQUATIONS ASYMPTOTIC VARIATION of Wronskians
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The Theory of Higher-Order Types of Asymptotic Variation for Differentiable Functions. Part I: Higher-Order Regular, Smooth and Rapid Variation 被引量:2
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作者 Antonio Granata 《Advances in Pure Mathematics》 2016年第12期776-816,共42页
Motivated by a general theory of finite asymptotic expansions in the real domain for functions f of one real variable, a theory developed in a previous series of papers, we present a detailed survey on the classes of ... Motivated by a general theory of finite asymptotic expansions in the real domain for functions f of one real variable, a theory developed in a previous series of papers, we present a detailed survey on the classes of higher-order asymptotically-varying functions where “asymptotically” stands for one of the adverbs “regularly, smoothly, rapidly, exponentially”. For order 1 the theory of regularly-varying functions (with a minimum of regularity such as measurability) is well established and well developed whereas for higher orders involving differentiable functions we encounter different approaches in the literature not linked together, and the cases of rapid or exponential variation, even of order 1, are not systrematically treated. In this semi-expository paper we systematize much scattered matter concerning the pertinent theory of such classes of functions hopefully being of help to those who need these results for various applications. The present Part I contains the higher-order theory for regular, smooth and rapid variation. 展开更多
关键词 Higher-Order Regularly-varying functions Higher-Order Rapidly-varying functions Smoothly-varying functions Exponentially-varying functions Asymptotic functional Equations
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The Theory of Higher-Order Types of Asymptotic Variation for Differentiable Functions. Part II: Algebraic Operations and Types of Exponential Variation 被引量:2
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作者 Antonio Granata 《Advances in Pure Mathematics》 2016年第12期817-867,共52页
In this second part, we thoroughly examine the types of higher-order asymptotic variation of a function obtained by all possible basic algebraic operations on higher-order varying functions. The pertinent proofs are s... In this second part, we thoroughly examine the types of higher-order asymptotic variation of a function obtained by all possible basic algebraic operations on higher-order varying functions. The pertinent proofs are somewhat demanding except when all the involved functions are regularly varying. Next, we give an exposition of three types of exponential variation with an exhaustive list of various asymptotic functional equations satisfied by these functions and detailed results concerning operations on them. Simple applications to integrals of a product and asymptotic behavior of sums are given. The paper concludes with applications of higher-order regular, rapid or exponential variation to asymptotic expansions for an expression of type f(x+r(x)). 展开更多
关键词 Higher-Order Regularly-varying functions Higher-Order Rapidly-varying functions Smoothly-varying functions Exponentially-varying functions Asymptotic functional Equations Asymptotic Expansions
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On cubic Hermite coalescence hidden variable fractal interpolation functions 被引量:1
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作者 Puthan Veedu Viswanathan Arya Kumar Bedabrata Chand 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2015年第1期55-76,共22页
Hermite interpolation is a very important tool in approximation theory and nu- merical analysis, and provides a popular method for modeling in the area of computer aided geometric design. However, the classical Hermit... Hermite interpolation is a very important tool in approximation theory and nu- merical analysis, and provides a popular method for modeling in the area of computer aided geometric design. However, the classical Hermite interpolant is unique for a prescribed data set, and hence lacks freedom for the choice of an interpolating curve, which is a crucial requirement in design environment. Even though there is a rather well developed fractal theory for Hermite interpolation that offers a large flexibility in the choice of interpolants, it also has the short- coming that the functions that can be well approximated are highly restricted to the class of self-affine functions. The primary objective of this paper is to suggest a gl-cubic Hermite in- terpolation scheme using a fractal methodology, namely, the coalescence hidden variable fractal interpolation, which works equally well for the approximation of a self-affine and non-self-affine data generating functions. The uniform error bound for the proposed fractal interpolant is established to demonstrate that the convergence properties are similar to that of the classical Hermite interpolant. For the Hermite interpolation problem, if the derivative values are not actually prescribed at the knots, then we assign these values so that the interpolant gains global G2-continuity. Consequently, the procedure culminates with the construction of cubic spline coalescence hidden variable fractal interpolants. Thus, the present article also provides an al- ternative to the construction of cubic spline coalescence hidden variable fractal interpolation functions through moments proposed by Chand and Kapoor [Fractals, 15(1) (2007), pp. 41-53]. 展开更多
关键词 cubic Hermite interpolant cubic spline fractal interpolation function COALESCENCE hidden vari-able convergence.
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考虑参数慢时变的泵马达系统变速恒频控制研究
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作者 陈文婷 王文龙 +3 位作者 张震 艾超 张珈瑞 杜泽莉 《机械工程学报》 北大核心 2026年第2期455-470,共16页
针对泵马达变速恒频系统在液压系统参数慢时变和外部参数扰动下的控制难题,提出一种结合反馈线性化与径向基函数(Radial basis function,RBF)神经网络自适应的复合控制策略。首先,建立泵马达系统的非线性数学模型,通过反馈线性化理论处... 针对泵马达变速恒频系统在液压系统参数慢时变和外部参数扰动下的控制难题,提出一种结合反馈线性化与径向基函数(Radial basis function,RBF)神经网络自适应的复合控制策略。首先,建立泵马达系统的非线性数学模型,通过反馈线性化理论处理系统非线性特性,将其转化为线性形式;其次,利用RBF神经网络在线逼近系统中的未知函数项,并设计自适应算法实时调整神经网络权值矩阵及控制参数,以应对参数慢时变特性。将研究的泵马达闭式变速恒频系统应用于风力发电场景,仿真结果表明,在外部风速扰动和内部参数变化的共同作用下,该控制策略能够有效维持变量马达转速在并网国家标准(1500±6)r/min范围内,保证风电机组顺利并网。最后,通过搭建24 kW液压型风电机组半物理仿真试验平台,对所提出的变速恒频控制策略进行了试验验证。试验结果进一步证实了理论分析和仿真研究的正确性,即所研究的控制策略在实际应用中具有良好的抗扰动性能和控制精度,为发电装备中的泵马达变速恒频系统的稳定、精准运行和高效能量捕获提供了有力的技术支撑。 展开更多
关键词 泵马达系统 变速恒频控制 参数慢时变 反馈线性化 径向基函数神经网络 自适应控制
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多移动机器人有限时间预设性能反演编队控制
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作者 武明慧 张君如 +1 位作者 王健安 张捷 《控制工程》 北大核心 2026年第2期303-314,共12页
针对存在外界扰动及系统模型参数不确定性的多移动机器人编队控制问题,提出了一种基于扰动观测器的有限时间预设性能编队控制策略。首先,设计了自适应快速终端滑模扰动观测器来估计系统的总和扰动;其次,为使跟踪误差能够在预先设定的有... 针对存在外界扰动及系统模型参数不确定性的多移动机器人编队控制问题,提出了一种基于扰动观测器的有限时间预设性能编队控制策略。首先,设计了自适应快速终端滑模扰动观测器来估计系统的总和扰动;其次,为使跟踪误差能够在预先设定的有限时间内收敛至稳态值,引入了一种新型时变有限时间预设性能函数,结合反演法构造编队跟踪控制器,通过ln型障碍函数使编队跟踪误差达到预设性能的要求,并理论分析了闭环系统状态的有界性;最后,通过对5个移动机器人的编队仿真研究,验证了该控制策略的有效性。 展开更多
关键词 有限时间预设性能 多移动机器人 干扰观测器 传感器范围约束 时变障碍函数
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自适应脊线提取在轴箱轴承故障诊断中的应用
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作者 王星童 何霞 +1 位作者 丁建明 席亚军 《振动.测试与诊断》 北大核心 2026年第1期115-122,219,220,共10页
针对时变转速下现有代价函数在脊线提取中存在局限性、搜索区域选择对脊线提取误差较大的问题,基于动态路径规划原理与时频分析技术,提出了一种基于自适应代价函数及变带宽可迭代脊线提取方法。首先,根据信号在时频图上的亮度梯度,将脊... 针对时变转速下现有代价函数在脊线提取中存在局限性、搜索区域选择对脊线提取误差较大的问题,基于动态路径规划原理与时频分析技术,提出了一种基于自适应代价函数及变带宽可迭代脊线提取方法。首先,根据信号在时频图上的亮度梯度,将脊线搜索区域自适应限制在窄带内,缩小提取范围并降低干扰影响;其次,构造融合峰值点幅值缩放与频率跳变惩罚因子的可调节代价函数,结合动态路径规划求解候选脊点的累计代价并完成最优路径回溯,实现单条脊线的精准提取;然后,采用在同一时频图内多次迭代的方式提取瞬时轴转频率、瞬时故障特征频率及其谐波等多条脊线;最后,利用提取脊线之间的平均比值与故障特征阶次进行匹配,从而实现故障诊断。研究结果表明:与现有流行方法比较,该方法在脊线提取准确度和抗噪上均有较高的性能,对于内圈故障和外圈故障脊线提取结果的平均误差分别为0.42%和0.2%,有效解决了时变转速下轴承故障脊线提取的精度与抗噪难题,为车辆轴箱轴承在复杂工况下的健康监测提供了高效、可靠的技术方案。 展开更多
关键词 轴承故障诊断 动态路径规划 代价函数 脊线提取 时变转速
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Monotonicity of the tail dependence for multivariate t-copula
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作者 石爱菊 林金官 《Journal of Southeast University(English Edition)》 EI CAS 2011年第4期466-470,共5页
This paper considers the upper orthant and extremal tail dependence indices for multivariate t-copula. Where, the multivariate t-copula is defined under a correlation structure. The explicit representations of the tai... This paper considers the upper orthant and extremal tail dependence indices for multivariate t-copula. Where, the multivariate t-copula is defined under a correlation structure. The explicit representations of the tail dependence parameters are deduced since the copula of continuous variables is invariant under strictly increasing transformation about the random variables, which are more simple than those obtained in previous research. Then, the local monotonicity of these indices about the correlation coefficient is discussed, and it is concluded that the upper extremal dependence index increases with the correlation coefficient, but the monotonicity of the upper orthant tail dependence index is complex. Some simulations are performed by the Monte Carlo method to verify the obtained results, which are found to be satisfactory. Meanwhile, it is concluded that the obtained conclusions can be extended to any distribution family in which the generating random variable has a regularly varying distribution. 展开更多
关键词 multivariate t-copula COPULA inverse gamma distribution MONOTONICITY regularly varying function correlation coefficient
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基于扰动观测器非线性系统预设时间全局镇定
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作者 张特冰 陈明 +2 位作者 盖玉林 李丹 王雪娇 《安徽大学学报(自然科学版)》 北大核心 2026年第2期50-57,共8页
针对具有外部扰动的一类严格反馈非线性系统,提出了一种基于扰动观测器的预设时间全局镇定策略.首先,设计一个预设时间扰动观测器,使估计误差在预设时间内收敛为零.其次,引入一种新型的时变尺度变换方法,将原来的有限时间镇定问题转化... 针对具有外部扰动的一类严格反馈非线性系统,提出了一种基于扰动观测器的预设时间全局镇定策略.首先,设计一个预设时间扰动观测器,使估计误差在预设时间内收敛为零.其次,引入一种新型的时变尺度变换方法,将原来的有限时间镇定问题转化为变换后系统的预设时间全局镇定问题.最后,通过具体仿真示例验证了所提方案的可行性和有效性. 展开更多
关键词 扰动观测器 全局预设时间 时变尺度变换 严格反馈非线性系统 普通李雅普诺夫函数
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直写成形工艺制备的功能梯度材料零件时变挤出系统建模
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作者 王世杰 段国林 《中国机械工程》 北大核心 2026年第2期466-475,共10页
高精度的计算流体力学表征模型会带来极高的时间成本,这给具有高频次复杂梯度变化的功能梯度材料零件的表征带来挑战。建立了以贝叶斯正则化神经网络为预测模型的时变挤出系统,首先通过高精度的计算流体动力学仿真模型获取数据集并用于... 高精度的计算流体力学表征模型会带来极高的时间成本,这给具有高频次复杂梯度变化的功能梯度材料零件的表征带来挑战。建立了以贝叶斯正则化神经网络为预测模型的时变挤出系统,首先通过高精度的计算流体动力学仿真模型获取数据集并用于训练神经网络模型,将材料目标比例、料腔中初始比例、双进料口流量总和以及适配的螺杆转速作为输入参数,标记交付延迟时间以及过渡延迟时间作为输出参数,再将训练后贝叶斯正则化神经网络融合经典控制理论对系统描述的方法构建完整的时变挤出系统。最后通过打印功能梯度材料样件验证了所构建的计算流体动力学仿真模型以及时变挤出系统的准确性与适用性。 展开更多
关键词 功能梯度材料零件 直写成形工艺 计算流体动力学 贝叶斯正则化神经网络 时变挤出系统
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Pressure-Modulated Activation Energy as a Unified Descriptor of Mechanical Behavior in Metallic Glass
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作者 Huanrong Liu Jian Li +1 位作者 Shan Zhang Pengfei Guan 《Chinese Physics Letters》 2026年第1期71-82,共12页
The functional properties of glasses are governed by their formation history and the complex relaxation processes they undergo.However,under extreme conditions,glass behaviors are still elusive.In this study,we employ... The functional properties of glasses are governed by their formation history and the complex relaxation processes they undergo.However,under extreme conditions,glass behaviors are still elusive.In this study,we employ simulations with varied protocols to evaluate the effectiveness of different descriptors in predicting mechanical properties across both low-and high-pressure regimes.Our findings demonstrate that conventional structural and configurational descriptors fail to correlate with the mechanical response following pressure release,whereas the activation energy descriptor exhibits robust linearity with shear modulus after correcting for pressure effects.Notably,the soft mode parameter emerges as an ideal and computationally efficient alternative for capturing this mechanical behavior.These findings provide critical insights into the influence of pressure on glassy properties,integrating the distinct features of compressed glasses into a unified theoretical framework. 展开更多
关键词 pressure modulated activation energy predicting mechanical properties metallic glass relaxation processes functional properties mechanical behavior simulations varied protocols structural configurational descriptors
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时变AGV小车多物流任务配送路线实时SCA优化算法
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作者 黄继磊 卢胜勇 吴奔 《包装工程》 北大核心 2026年第1期226-231,共6页
目的解决时变AGV小车多物流任务配送路线的平均配送时间较长的问题。方法提出一种时变AGV小车多物流任务配送路线的实时正弦余弦算法(Sine Cosine Algorithm,SCA)。通过建立车辆运输动态模型,求解配送时效性与关键参数的比例关系,合理规... 目的解决时变AGV小车多物流任务配送路线的平均配送时间较长的问题。方法提出一种时变AGV小车多物流任务配送路线的实时正弦余弦算法(Sine Cosine Algorithm,SCA)。通过建立车辆运输动态模型,求解配送时效性与关键参数的比例关系,合理规划AGV负载。以最短路径与最短配送时间为平衡条件构建目标函数,确定配送时间的极限范围。利用SCA优化算法的搜索与开发区间,计算随机值在不同区间的决策影响,定义同时满足最短距离与最短时间的目标函数区间,并通过迭代寻优输出最优配送路线。结果该方法在正常与拥堵路况下均能实现最优配送,随着任务数量增加,平均配送时间始终保持在25min以内,体现了良好的实时性能。结论所提出的实时SCA优化算法能有效规划时变AGV小车的配送路线,在不同路况与任务规模下均可实现配送时间短、实时性高的物流配送。 展开更多
关键词 时变AGV小车 多物流任务配送路线 SCA优化算法 目标函数 配送时效性
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时滞耦合神经网络的分散式H_(∞)脉冲簇同步
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作者 王圆 陈武华 《广西大学学报(自然科学版)》 北大核心 2026年第1期188-202,共15页
为了研究具有传输时滞和外部干扰的时滞耦合神经网络的H_(∞)簇同步问题,提出分散式时滞脉冲簇同步策略。借助增维技术,将时滞脉冲建模为切换脉冲。在此基础上发展切换加权时变Lyapunov泛函方法,该方法能充分利用增维模型的混杂结构信... 为了研究具有传输时滞和外部干扰的时滞耦合神经网络的H_(∞)簇同步问题,提出分散式时滞脉冲簇同步策略。借助增维技术,将时滞脉冲建模为切换脉冲。在此基础上发展切换加权时变Lyapunov泛函方法,该方法能充分利用增维模型的混杂结构信息以及节点间的耦合关系。基于线性矩阵不等式,建立时滞耦合神经网络H_(∞)簇同步准则,该准则能刻画脉冲驻留时间和脉冲时滞对簇同步性能的影响。数值算例进一步验证结果的有效性。研究结果表明:提出的分散式时滞脉冲簇同步方案允许同时考虑神经元内部时滞、不同节点之间的耦合时滞、外部干扰以及节点采样信息的传输时滞,与已有的脉冲簇同步方案相比,更具普适性。基于系统增维建模技术和加权时变Lyapunov泛函技术,提出簇同步误差系统稳定性和H_(∞)簇同步性能分析的新方法,该方法能有效构建同步增益、脉冲驻留时间、脉冲时滞以及H_(∞)簇同步性能之间的内在联系。 展开更多
关键词 H_(∞)簇同步 时滞耦合神经网络 分散脉冲控制 时滞脉冲 切换时变Lyapunov泛函
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一类具有未知时变时滞的前馈非线性系统镇定控制:基于动态增益方法
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作者 孙逸同 於鑫 《中国科技论文》 2026年第2期135-147,共13页
针对一类具有未知时变输入和状态时滞的前馈非线性系统,研究了其无记忆状态反馈镇定问题。在线性增长条件下,通过构造Lyapunov-Krasovskii泛函,设计了一种基于动态增益的无记忆动态状态反馈控制器,实现闭环系统的所有信号有界,并且被控... 针对一类具有未知时变输入和状态时滞的前馈非线性系统,研究了其无记忆状态反馈镇定问题。在线性增长条件下,通过构造Lyapunov-Krasovskii泛函,设计了一种基于动态增益的无记忆动态状态反馈控制器,实现闭环系统的所有信号有界,并且被控系统的状态渐近收敛到零点。与传统的基于状态预估器的无限维反馈控制器不同,所提出的无记忆动态状态反馈控制器无需时滞补偿,更易于在实际应用中实现。最后,将理论结果应用于一个实际电路控制系统以及一个数值控制系统,并通过仿真验证了理论结果的有效性。 展开更多
关键词 动态增益 未知时变时滞 前馈非线性系统 无记忆反馈 LYAPUNOV-KRASOVSKII泛函
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风光储充一体站智慧协同控制理论及运行策略研究
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作者 季福学 邵涤球 +3 位作者 李伟花 李少飞 徐金栋 汪碧霞 《电气应用》 2026年第2期115-125,共11页
首先给出典型“风光储充”一体化站智慧示范工程建设规模,并提出“风光储充”一体化站动态协同控制方法;在此基础上,提出基于K-means聚类的风光场景数量缩减策略,并进一步应用深度强化学习框架实现了风光新能源出力曲线拟合与预测分析;... 首先给出典型“风光储充”一体化站智慧示范工程建设规模,并提出“风光储充”一体化站动态协同控制方法;在此基础上,提出基于K-means聚类的风光场景数量缩减策略,并进一步应用深度强化学习框架实现了风光新能源出力曲线拟合与预测分析;最后,基于以上理论方法提出“风光储”一体化运行策略。本文研究表明:通过Weibull函数和Beta函数分别拟合风电和光伏数据,可定量实现其8 760 h数据三维曲面显示;风电、光伏具有互补特性,选用时变Gumbel-Copula函数描述风电功率和光伏功率之间的时变相关性,可通过K-means聚类算法实现典型风光新能源数据12类特征曲线聚类分析;深度强化学习算法可有效实现风光出力曲线拟合,并得到未来335 min数据高精度预测。针对典型“风光储充”一体化站实际新能源运行数据进行定量分析,所提新能源场站示范工程协同控制策略有效保证了分布式配电网新能源消纳,具有一定的新能源数据分析理论研究、工程应用和推广应用价值。 展开更多
关键词 “风光储充”一体化站 动态协同控制 时变Gumbel-Copula函数 K-MEANS聚类算法 风光出力曲线
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CLASSES OF MEROMORPHIC FUNCTIONS ASSOCIATED WITH CONIC REGIONS 被引量:2
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作者 J.Dziok 《Acta Mathematica Scientia》 SCIE CSCD 2012年第2期765-774,共10页
The object of this article is to introduce new classes of meromorphic functions associated with conic regions. Several properties like the coefficient bounds, growth and distortion theorems, radii of starlikeness and ... The object of this article is to introduce new classes of meromorphic functions associated with conic regions. Several properties like the coefficient bounds, growth and distortion theorems, radii of starlikeness and convexity, partial sums, are investigated. Some consequences of the main results for the well-known classes of meromorphic functions are also pointed out. 展开更多
关键词 Meromorphic functions conic regions varying argument SUBORDINATION Hadamard product CONVOLUTION
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