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2018 23rd International Conference on Methods & Models in Automation & Robotics (MMAR)最新文献

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On Polynomial Zero Exclusion from an RHP Sector 关于RHP扇区的多项式零不相容
D. Casagrande, W. Krajewski, U. Viaro
Simple conditions based on generalisations of the Routh-Hurwitz and Mikhailov criteria that ensure the absence of polynomial roots in an RHP sector straddling the positive real semi-axis ($mathcal{S}$-stability) are presented. In particular, it is shown that $mathcal{S}$-stability is ensured if the phase variation of a suitable power of the original $n$ th-degree characteristic polynomial is equal to $npi/2$, which implies that the zeros of the real and imaginary parts of this power must satisfy an interlacing property similar to the interlacing property satisfied by Hurwitz polynomials according to the classic Hermite-Biehler theorem. The condition can be checked by means of Sturm sequences. Examples show how the proposed methods operate.
基于Routh-Hurwitz和Mikhailov准则的推广,给出了跨越正实半轴的RHP扇区不存在多项式根的简单条件($mathcal{S}$-稳定性)。特别地,我们证明了$mathcal{S}$的稳定性,如果原始$n$ th次特征多项式的一个合适的幂次的相位变化等于$npi/2$,这意味着该幂次的实部和虚部的零点必须满足类似于经典Hermite-Biehler定理中Hurwitz多项式所满足的交错性质。该条件可以通过Sturm序列来检验。示例展示了所建议的方法是如何操作的。
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引用次数: 3
Redesign of the Research Platform for Monitoring, Control and Security of Critical Infrastructure Systems 关键基础设施系统监控与安全研究平台的再设计
T. Zubowicz, K. Arminski, Dawid Obremski, Jakub Pienczewski
Critical Infrastructure Systems (CISs) play a key role in modern societies. Their sustainable operation depends heavily on the performance of dedicated structures and algorithms targeting monitoring, control and security aspects. In previous work a Research Platform (RP) for the design and simulation of such systems was presented. This works updates the information on the RP through the description of major hardware and software updates made. An example illustrating how this is to serve to include undergraduate students into research work is included.
关键基础设施系统(CISs)在现代社会中发挥着关键作用。它们的可持续运行在很大程度上取决于针对监测、控制和安全方面的专用结构和算法的性能。在以前的工作中,提出了一个用于此类系统设计和仿真的研究平台(RP)。该工作通过对主要硬件和软件更新的描述来更新RP上的信息。本文还列举了一个例子,说明如何将本科生纳入研究工作。
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引用次数: 2
Approximate Criteria for the Evaluation of Truly Multi-Dimensional Optimization Problems 评价真正多维优化问题的近似准则
Z. Kowalczuk, T. Bialaszewski
In this paper we propose new improved approximate quality criteria useful in assessing the efficiency of evolutionary multi-objective optimization (EMO). In the performed comparative study we take into account the various EMO algorithms of the state-of-the-art, in order to objectively assess the EMO performance in highly dimensional spaces. It is well known that useful executive criteria, such as those based on the true Pareto front in highly multidimensional spaces, can be tedious or even impossible to calculate. On the other hand, the proposed synthetic quality criteria are easy to implement, computationally inexpensive, and sufficiently informative and effective.
本文提出了一种新的改进的近似质量准则,可用于评价进化多目标优化(EMO)的效率。在进行的比较研究中,我们考虑了最先进的各种EMO算法,以便客观地评估EMO在高维空间中的性能。众所周知,有用的执行标准,比如那些基于高度多维空间中的真正帕累托前沿的标准,可能是冗长乏味的,甚至是无法计算的。另一方面,所提出的综合质量标准易于实现,计算成本低廉,并且具有足够的信息量和有效性。
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引用次数: 1
Model Decomposition and Optimal Flux Control for Linear Distributed Heat Transfer Systems 线性分布传热系统的模型分解与最优通量控制
G. Kostin, A. Rauh, H. Aschemann
An optimal control problem for heat transfer in a steel bar heated and cooled by Peltier elements attached to its lower surface is studied. The bar has a cuboid shape with insulated vertical sides, whereas the heat exchange takes place on the body's upper and lower surfaces. A thermodynamic model accounting for heat capacity of cooling units is considered and an experimental identification of unknown structural parameters is carried out. The problem is additionally to find the feedforward control law for the elements' heat powers leading the system in finite time to a stationary state and minimizing a quadratic cost function. Order reduction and decomposition techniques based on the Fourier method are used to optimize the control signals.
研究了附着在钢条下表面的珀尔帖元件加热和冷却钢条传热的最优控制问题。该杆具有长方体形状,垂直侧面隔热,而热交换发生在身体的上下表面。考虑了考虑冷机组热容量的热力学模型,并进行了未知结构参数的实验辨识。另一个问题是求出元件热功率的前馈控制律,使系统在有限时间内达到平稳状态,并使二次代价函数最小化。采用基于傅里叶方法的降阶和分解技术对控制信号进行优化。
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引用次数: 0
A Generalized Crank-Nicolson Method for the Solution of the Subdiffusion Equation 求解次扩散方程的广义Crank-Nicolson方法
M. Błasik
In this paper we present a numerical solution of a one-dimensional subdiffusion equation with a fractional time derivative in the Caputo sense. The proposed algorithm is an extension of the Crank-Nicolson method for a classical parabolic partial differential equation. In the final part, we also present examples illustrating the comparison of the analytical solution with the results received by the proposed numerical method.
本文给出了具有分数阶时间导数的一维次扩散方程在Caputo意义下的数值解。该算法是对经典抛物型偏微分方程的Crank-Nicolson方法的推广。在最后一部分中,我们还举例说明了解析解与所提出的数值方法得到的结果的比较。
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引用次数: 2
Remarks on Functional Observers for Distributed Parameter Systems 分布参数系统的函数观测器
Z. Emirsajlow
The paper deals with the output observation problem for a class of distributed parameter systems. We describe the design procedure by deriving sufficient conditions to be satisfied by a functional observer which does the job. The plant is described by a state space model with the system operator generating a strongly continuous group. We assume that both the input and the output operators of the plant and the observer are bounded.
研究了一类分布参数系统的输出观测问题。我们通过推导功能观察者所满足的充分条件来描述设计过程。该对象由状态空间模型描述,系统算子生成一个强连续群。我们假设对象和观测器的输入和输出算子都是有界的。
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引用次数: 3
Multitasking Filtration Network 多任务过滤网络
A. Sztandera, R. Kaszynski
In the paper a concept of creating a filtering network based on filtering sockets is presented. The basic parallel and serial structures was described. Shaping frequency response was achieved by minimizing the cost function using firefly algorithm. Replacing gain coefficient k and time constant T with gain function and time function reduced the duration of the transition processes. The results are presented and compared with the stationary counterpart.
本文提出了一种基于过滤套接字的过滤网络的概念。介绍了基本的并联和串联结构。采用萤火虫算法最小化代价函数,实现频率响应的整形。用增益函数和时间函数代替增益系数k和时间常数T,减少了过渡过程的持续时间。给出了实验结果,并与静止对应物进行了比较。
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引用次数: 0
The Use of an Autoencoder in the Problem of Shepherding 自动编码器在牧羊问题中的应用
Z. Kowalczuk, W. Jedruch, Karol Szymanski
This paper refers to the problem of shepherding clusters of passive agents consisting of a large number of objects by a team of active agents. The problem of shepherding and the difficulties that arise with the increasing number of data describing the location of agents have been described. Several methods for reducing the dimensionality of data are presented. Selected autoencoding method using a Restricted Boltzmann Machine is then discussed. Autoencoding is deployed to reduce the dimensionality of graphic representation of clusters. Reduced data is used to train the neural network which determine movements of the active agents. Genetic algorithms are used in optimization of the parameters of this network.
本文研究了由一组主动智能体引导由大量对象组成的被动智能体集群的问题。已经描述了引导问题以及随着描述代理位置的数据数量的增加而出现的困难。提出了几种数据降维的方法。然后讨论了用受限玻尔兹曼机选择的自动编码方法。采用自动编码来降低聚类图形表示的维数。简化后的数据被用来训练神经网络,神经网络决定了活动主体的运动。采用遗传算法对网络参数进行优化。
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引用次数: 1
Logistic Fractional Variable-Order Equation - Numerical Simulations for Fitting Parameters Logistic分数阶变阶方程-参数拟合的数值模拟
D. Mozyrska, Piotr Oziablo
The work presents variable-, fractional-order backward difference of the Grünwald-Letnikov type. Variable and fractional-order in the name of the operator means that instead of constant, integer order backward difference, the order of the tested operator is a real value function. The focus is put on presenting the method of finding the parameter of the order function (assuming that the general family of the function is known) and constant $lambda$ coefficient in a way that values returned by the operator fit some particular simulated data. Mentioned $lambda$ coefficient is the scaling factor of eigenfunction of the tested backward difference operator.
本文提出了格恩瓦尔德-列特尼科夫型的可变、分数阶后向差分。变量和分数阶在运算符的名称中意味着被测运算符的阶数是实值函数,而不是常数、整数阶的后向差分。重点是给出查找阶函数参数(假设函数的一般族已知)和常数$ λ $系数的方法,使运算符返回的值适合某些特定的模拟数据。所提到的$ λ $系数是被测后向差分算子的特征函数的比例因子。
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引用次数: 0
New Approach to Audio Lossless Block Encoding 音频无损分组编码的新方法
C. Wernik, G. Ulacha
In this paper the basics of data modeling and the method of minimization mean square error for lossless audio compression are presented. The described research focuses on presentation of more flexible saving prediction factors effective method.
本文介绍了无损音频压缩数据建模的基本原理和均方误差最小化的方法。本文的研究重点是提出一种更灵活的节能预测因子的有效方法。
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引用次数: 2
期刊
2018 23rd International Conference on Methods & Models in Automation & Robotics (MMAR)
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