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Tracking Control for Switched Nonlinear Systems Subject to Output Hysteresis via Adaptive Multi-Dimensional Taylor Network Approach featured image

Tracking Control for Switched Nonlinear Systems Subject to Output Hysteresis via Adaptive Multi-Dimensional Taylor Network Approach

For switched nonlinear systems with output hysteresis, by working on multi-dimensional Taylor network (MTN), an adaptive control strategy is put forward, which can effectively …

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和文静
小波变换的潮滩沉积物含水量预测 featured image

小波变换的潮滩沉积物含水量预测

潮滩沉积物含水量的时空变化会直接影响生源要素含量,实时、准确、快速监测其含水量对潮滩研究与资源开发具有重要意义。本研究采集青岛东大洋村潮间带115份沉积物样品,测定新鲜、风干4周、风干8周样品的可见近红外光谱与含水量,分别采用db10和sym6小波基对原始光谱进行小波变换,结合偏最小二乘回归建立潮滩沉积物含水量预测模型。通过10阶小波变换获取光谱的低频信息 …

李雪莹
Exploring the Sensitivity of Visibility to PM2.5 Mass Concentration and Relative Humidity for Different Aerosol Types featured image

Exploring the Sensitivity of Visibility to PM2.5 Mass Concentration and Relative Humidity for Different Aerosol Types

Fine particle (PM2.5) mass concentration and relative humidity (RH) are the primary factors influencing atmospheric visibility. There are some studies focused on the complex, …

Jiao Wang
Selective Grazing of Zooplankton on Phytoplankton Defines Rapid Algal Succession and Blooms in Oceans featured image

Selective Grazing of Zooplankton on Phytoplankton Defines Rapid Algal Succession and Blooms in Oceans

In a model plankton ecosystem containing phytoplankton and zooplankton, the later usually avoids toxic phytoplankton and prefers nontoxic species by modulating its grazing rate. …

Yanlin Zheng
Adaptive Multi-Dimensional Taylor Network Control for Nonlinear Stochastic Systems with Time-Delay featured image

Adaptive Multi-Dimensional Taylor Network Control for Nonlinear Stochastic Systems with Time-Delay

In this article, the problem of adaptive multi-dimensional Taylor network control for strict-feedback nonlinear stochastic systems with time-delay is investigated. To overcome the …

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朱善良
Adaptive Decentralized Prescribed Performance Control for a Class of Large-Scale Nonlinear Systems Subject to Nonsymmetric Input Saturations featured image

Adaptive Decentralized Prescribed Performance Control for a Class of Large-Scale Nonlinear Systems Subject to Nonsymmetric Input Saturations

This paper investigates an adaptive decentralized predefined performance control problem for a class of large-scale nonlinear systems with nonsymmetric input saturation by using …

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朱善良
经典相关系数及统计功效对比研究 featured image

经典相关系数及统计功效对比研究

本工作选取多种经典相关系数进行了对比研究,如Pearson相关系数、Spearman相关系数、距离相关系数、最大信息系数及HHG相关系数。具体地,在不同数据规模及噪声水平下,对线性、非线性单调、非单调、非函数等不同类型变量的相关性分别进行研究,得到各相关系数的统计功效。通过分析发现,Pearson相关系数、Spearman相关系数更适合衡量线性、非线性单调相 …

Hui Liu
Multi‐dimensional Taylor Network‐based Control for a Class of Nonlinear Stochastic Systems with Full State Time‐varying Constraints and the Finite‐time Output Constraint featured image

Multi‐dimensional Taylor Network‐based Control for a Class of Nonlinear Stochastic Systems with Full State Time‐varying Constraints and the Finite‐time Output Constraint

In this paper, the adaptive multi-dimensional Taylor network (MTN) control problem is investigated for nonlinear stochastic systems with full state time-ying constraints and the …

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王明新
Adaptive Finite-Time Control for Stochastic Nonlinear Systems Using Multi-Dimensional Taylor Network featured image

Adaptive Finite-Time Control for Stochastic Nonlinear Systems Using Multi-Dimensional Taylor Network

In this paper, the problem of adaptive finite-time multi-dimensional Taylor network (MTN) control for a class of stochastic nonlinear systems is investigated. By combining the …

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朱善良
数学建模活动促进教学与科研融合的研究与实践 featured image

数学建模活动促进教学与科研融合的研究与实践

在大学数学教学活动中,广大高校数学教师面临的一个突出问题是如何做好教学和科研的融合,有效提升人才培养质量.为了解决这个问题,本文总结了我校数学建模活动促进科教融合的相关举措与实践经验.长期的教学实践表明,构建层次化的建模活动平台,多学科协同育人,是实现数学建模教学常态化、课外实践经常化和应用研究专业化的有效举措.该举措能够培养具有扎实数学应用能力的创新型人才 …

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朱善良