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脉冲Hopfield神经网络的鲁棒H-稳定性及其脉冲控制器设计(英文) 被引量:7
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作者 刘斌 刘新芝 廖晓昕 《控制理论与应用》 EI CAS CSCD 北大核心 2003年第2期168-172,共5页
研究了脉冲Hopfield神经网络在Hopfield意义下的鲁棒稳定性 .通过应用Lyapunov函数法和Riccati不等式方法 ,得到了脉冲Hopfield神经网络鲁棒稳定和鲁棒渐近稳定的充分条件 ,在此基础上 ,设计出了易于实施的脉冲控制器来镇定Hopfield神... 研究了脉冲Hopfield神经网络在Hopfield意义下的鲁棒稳定性 .通过应用Lyapunov函数法和Riccati不等式方法 ,得到了脉冲Hopfield神经网络鲁棒稳定和鲁棒渐近稳定的充分条件 ,在此基础上 ,设计出了易于实施的脉冲控制器来镇定Hopfield神经网络 .最后 ,给出了例子 . 展开更多
关键词 脉冲Hopfield神经网络 鲁棒h-稳定性 脉冲控制器 设计 LYAPUNOV函数 RICCATI不等式
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梯度神经网络的H-稳定性
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作者 冯芙叶 赵高长 张佺举 《西北农林科技大学学报(自然科学版)》 CSCD 北大核心 2003年第1期145-147,共3页
给出总体极小化问题的神经网络模型 ,分析了网络的电路实现。证明了网络平稳点集合的全局 H-稳定性 。
关键词 神经网络 全局h-稳定性 平衡点集 梯度网络 电路 优化组合
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梯度神经网络的全局H-稳定性与吸引域
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作者 张全举 《西安电子科技大学学报》 EI CAS CSCD 北大核心 2001年第4期546-548,共3页
提出了在平稳点有限的情况下无约束极小化问题的神经网络求解模型 ,给出了网络的全局稳定性分析以及各个平稳点的吸引域估计 ,证明了网络平衡点集合的全局H 收敛性 .对网络的可靠运行与有效运行提供了理论基础 .
关键词 梯度神经网络 h-稳定性 极小化问题 吸引域
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时标上脉冲动态系统的h-稳定
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作者 孔栋 张立琴 《科学技术与工程》 2011年第32期7870-7872,共3页
分别借助李雅普诺夫函数直接方法和比较方法,研究了时标上具有固定时刻脉冲的动态系统的h-稳定性。
关键词 时标 脉冲动态系统 h-稳定性
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An improved limit equilibrium method for rock slope stability analysis under stress-based calculation mode for slip surface
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作者 DENG Dong-ping ZHANG Dian +1 位作者 PENG Yi-hang CHEN Hao-yu 《Journal of Central South University》 2025年第1期262-287,共26页
This study proposes an alternative calculation mode for stresses on the slip surface(SS).The calculation of the normal stress(NS)on the SS involves examining its composition and expanding its unknown using the Taylor ... This study proposes an alternative calculation mode for stresses on the slip surface(SS).The calculation of the normal stress(NS)on the SS involves examining its composition and expanding its unknown using the Taylor series.This expansion enables the reasonable construction of a function describing the NS on the SS.Additionally,by directly incorporating the nonlinear Generalized Hoke-Brown(GHB)strength criterion and utilizing the slope factor of safety(FOS)definition,a function of the shear stress on the SS is derived.This function considers the mutual feedback mechanism between the NS and strength parameters of the SS.The stress constraints conditions are then introduced at both ends of the SS based on the spatial stress relation of one point.Determining the slope FOS and stress solution for the SS involves considering the mechanical equilibrium conditions and the stress constraint conditions satisfied by the sliding body.The proposed approach successfully simulates the tension-shear stress zone near the slope top and provides an intuitive description of the concentration effect of compression-shear stress of the SS near the slope toe.Furthermore,compared to other methods,the present method demonstrates superior processing capabilities for the embedded nonlinear GHB strength criterion. 展开更多
关键词 stability of rock slope nonlinear GHB strength criterion limit equilibrium method stress function on slip surface stress constraint conditions at both ends of slip surface
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具有无限时滞中立型泛函微分方程解的有界性 被引量:2
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作者 迪申加卜 《工程数学学报》 CSCD 北大核心 2004年第4期631-634,638,共5页
研究了具有无限时滞中立型泛函微分方程解的有界性,得到了方程解的h-指数渐近稳定性蕴涵h-有界解的存在性的新的结果。
关键词 中立型微分方程 无限时滞 h-指数渐近稳定性 h-有界性
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Robust control with compensation of adaptive model for dual-stage inertially stabilized platform 被引量:3
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作者 SONG Jiang-peng ZHOU Di +1 位作者 SUN Guang-li QI Zhi-hui 《Journal of Central South University》 SCIE EI CAS CSCD 2018年第11期2615-2625,共11页
To achieve excellent tracking accuracy,a coarse-fine dual-stage control system is chosen for inertially stabilized platform.The coarse stage is a conventional inertially stabilized platform,and the fine stage is a sec... To achieve excellent tracking accuracy,a coarse-fine dual-stage control system is chosen for inertially stabilized platform.The coarse stage is a conventional inertially stabilized platform,and the fine stage is a secondary servo mechanism to control lens motion in the imaging optical path.Firstly,the dual-stage dynamics is mathematically modeled as a coupling multi-input multi-output(MIMO)control system.Then,by incorporating compensation of adaptive model to deal with parameter variations and nonlinearity,a systematic robust H∞control scheme is designed,which can achieve good tracking performance,as well as improve system robustness against model uncertainties.Lyapunov stability analysis confirmed the stability of the overall control system.Finally,simulation and experiment results are provided to demonstrate the feasibility and effectiveness of the proposed control design method. 展开更多
关键词 dual-stage control inertially stabilized platform robust H∞control adaptive model
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Fuzzy robust sliding mode control of a class of uncertain systems 被引量:7
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作者 REN Li-tong 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第9期2296-2304,共9页
Aiming at a class of systems under parameter perturbations and unknown external disturbances, a method of fuzzy robust sliding mode control was proposed. Firstly, an integral sliding mode surface containing state feed... Aiming at a class of systems under parameter perturbations and unknown external disturbances, a method of fuzzy robust sliding mode control was proposed. Firstly, an integral sliding mode surface containing state feedback item was designed based on robust H∞ control theory. The robust state feedback control was utilized to substitute for the equivalent control of the traditional sliding mode control. Thus the robustness of systems sliding mode motion was improved even the initial states were unknown. Furthermore, when the upper bound of disturbance was unknown, the switching control logic was difficult to design, and the drawbacks of chattering in sliding mode control should also be considered simultaneously. To solve the above-mentioned problems, the fuzzy nonlinear method was applied to approximate the switching control term. Based on the Lyapunov stability theory, the parameter adaptive law which could guarantee the system stability was devised. The proposed control strategy could reduce the system chattering effectively. And the control input would not switch sharply, which improved the practicality of the sliding mode controller. Finally, simulation was conducted on system with parameter perturbations and unknown external disturbances. The result shows that the proposed method could enhance the approaching motion performance effectively. The chattering phenomenon is weakened, and the system possesses stronger robustness against parameter perturbations and external disturbances. 展开更多
关键词 uncertain systems robust control fuzzy sliding mode control CHATTERING
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