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Impact of Membrane Resistance on Width and Amplitude of Spikes in Different Injected Currents in One Spiking Neural Model 一种脉冲神经模型中不同注入电流下膜电阻对脉冲宽度和振幅的影响
Pub Date : 2021-07-26 DOI: 10.37394/23201.2021.20.22
S. Pilehvari, Lei Zhang, R. Mayorga
Neurons in the brain as the elementary processing units and nervous system play a key role. If a neuron gets a proper stimulus, it produces action potentials (spikes) that are transferred along its axon. Reaching the end of the neuron, other neurons or muscle cells may be activated [1]. The effect of neural morphology along with thickness of dendrites and passive electrical parameters on the spikes width and amplitude can be investigated by analytical and numerical investigations of spiking models. The impact of mentioned proper stimulus may be degraded by passing time. In this paper, it is tried to add the effective parameter ’membrane resistance’ in well-known Hodgkin-Huxley model with four dimensions to compare several outputs due to changing resistance and various injected current. The goal of this paper has been to measure spikes changes or even how to determine current threshold when resistance is not constant (non-linear time dependant) result of different factors.
神经元作为大脑的基本处理单元和神经系统起着至关重要的作用。如果一个神经元得到适当的刺激,它就会产生沿轴突传递的动作电位。到达神经元末端时,其他神经元或肌肉细胞可能被激活[1]。神经形态、树突厚度和被动电参数对脑电波宽度和振幅的影响可以通过脑电波模型的解析和数值研究来研究。上述适当刺激的作用可能随着时间的推移而减弱。本文尝试在著名的四维霍奇金-赫胥黎模型中加入有效参数“膜电阻”来比较由于电阻变化和注入电流不同而产生的几种输出。本文的目标是测量尖峰变化,甚至如何确定电流阈值,当电阻不恒定(非线性时间依赖)的不同因素的结果。
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引用次数: 1
A Complex-valued Encoding Seeker Optimization Algorithm for Constrained Engineering Problems 约束工程问题的复值编码导引头优化算法
Pub Date : 2021-07-26 DOI: 10.37394/23201.2021.20.21
Duan Shaomi, Huilong Luo, Haipeng Liu
This article comes up with a complex-valued encoding seeker optimization algorithm (CSOA) base on the multi-chain method for the constrained engineering optimization problems. The complex value encoding and a multi-link strategy are leaded by the seeker optimization algorithm (SOA). The complex value encoding method is an influential global optimization strategy, and the multi-link is an enhanced local search strategy. These strategies enhance the individuals’ diversity and avert fall into the local optimum. This article chose fifteen benchmark functions, four PID control parameter models, and six constrained engineering problems to test. According to the experimental results, the CSOA algorithm can be used in the benchmark functions, PID control parameters optimization, and optimization constrained engineering problems. Compared to particle swarm optimization (PSO), simulated annealing base on genetic algorithm (SA_GA), gravitational search algorithm (GSA), sine cosine algorithm (SCA), multi-verse optimizer (MVO), and seeker optimization algorithm (SOA), the optimization ability and robustness of CSOA are better.
针对约束工程优化问题,提出了一种基于多链方法的复值编码导引头优化算法(CSOA)。复杂值编码和多链路策略由寻道优化算法(SOA)主导。复值编码方法是一种有影响力的全局优化策略,多链接是一种增强的局部搜索策略。这些策略增强了个体的多样性,避免了陷入局部最优。本文选取了15个基准函数、4个PID控制参数模型和6个约束工程问题进行测试。实验结果表明,CSOA算法可用于基准函数、PID控制参数优化和优化约束工程问题。与粒子群优化算法(PSO)、基于遗传算法(SA_GA)的模拟退火算法(SA_GA)、引力搜索算法(GSA)、正余弦算法(SCA)、多宇宙优化器(MVO)和导引头优化算法(SOA)相比,CSOA具有更好的优化能力和鲁棒性。
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引用次数: 1
Controllability Subspaces of Multi-Aagent Linear Dynamical Systems 多agent线性动力系统的可控制性子空间
Pub Date : 2021-07-23 DOI: 10.37394/23201.2021.20.20
M. I. García-Planas
This work addresses the controllability subspaces of a class of multi-agent linear systems that are interconnected via communication channels. Multiagent systems have attracted much attention because they have great applicability in multiple areas. Recently has taken an interest to analyze the control properties as consensus controllability of multi-agent dynamical systems motivated by the fact that the architecture of communication network in engineering multi-agent systems is usually adjustable. In this paper, the concept of invariant subspaces and controllability subspaces is reviewed and generalized to multi-agent systems. Finally, the consensus controllability subspaces are analyzed in the case of multiagent linear systems having all agents the same dynamics described as xi = Aixi + Biui, i = 0, 1, . . . , k.
这项工作解决了一类通过通信通道互联的多智能体线性系统的可控性子空间。多智能体系统因其在多个领域具有很强的适用性而备受关注。由于工程多智能体系统的通信网络结构通常是可调的,近年来人们对多智能体动态系统的共识可控性控制特性进行了研究。本文回顾了不变子空间和可控子空间的概念,并将其推广到多智能体系统中。最后,分析了具有相同动态的多智能体线性系统的共识可控性子空间:xi = Aixi + Biui, i = 0,1,…。, k。
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引用次数: 0
Analysis of Electrical and Thermal Models for Pulsed IMPATT Diode Simulation 脉冲IMPATT二极管仿真的电学和热学模型分析
Pub Date : 2021-07-12 DOI: 10.37394/23201.2021.20.19
A. Zemliak, E. Machusky
Some nonlinear models are presented for modeling and analyzing IMPATT high-power pulse diodes. These models are suitable for analyzing different operating modes of the oscillator. The first model is a precise one, which describes all important electrical phenomena on the basis of the continuity equations and Poisson´s equation, and it is correct until 300 GHz. The second approximate mathematical model suitable for the analysis of IMPATT diode stationary operation oscillator and for optimization of internal structure of the diode. The temperature distribution in the semiconductor structure is obtained using the special thermal model of the IMPATT diode, which is based on the numerical solution of the non-linear thermal conductivity equation. The described models can be applied for the analysis, optimization and practical design of pulsedmode millimetric IMPATT diodes. It can also be used to evaluate the thermal behavior of diodes, to correctly select the shape and amplitude of a supply pulse, and to design various types of high-power pulsed millimeter IMPATT diodes with a complex doping profile with improved characteristics.
提出了一些非线性模型,用于对IMPATT大功率脉冲二极管进行建模和分析。这些模型适用于分析振荡器的不同工作模式。第一个模型是一个精确的模型,它在连续性方程和泊松方程的基础上描述了所有重要的电现象,并且在300 GHz之前是正确的。第二种近似数学模型适用于分析IMPATT二极管平稳工作振荡器和优化二极管内部结构。利用基于非线性导热方程数值解的IMPATT二极管的特殊热模型,得到了半导体结构中的温度分布。所描述的模型可用于脉冲模毫米impt二极管的分析、优化和实际设计。它还可以用于评估二极管的热行为,正确选择电源脉冲的形状和幅度,以及设计具有复杂掺杂轮廓的各种类型的高功率脉冲毫米IMPATT二极管,并改善其特性。
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引用次数: 0
Feedforward Control of Quadratic Converters 二次型变换器的前馈控制
Pub Date : 2021-07-02 DOI: 10.37394/23201.2021.20.18
F. Himmelstoss, H. Votzi
DC/DC converters, which have a quadratic term of the duty cycle, are useful, when wide voltage transformation ratios have to be obtained. Taking a d-square step-down converter as an example, the function of the converter, the generation of the large and small signal models is explained. From the voltage transformation ratio, a control law is derived and the behavior of the feed-forward converter is shown by simulations. Results of two other quadratic converters are also shown.
当需要获得宽电压转换比时,具有二次项占空比的DC/DC变换器是有用的。以d平方降压变换器为例,说明了变换器的功能、大小信号模型的产生。根据电压变换比推导出控制律,并通过仿真验证了前馈变换器的工作特性。给出了另外两种二次型变换器的结果。
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引用次数: 1
Efficient Algorithms for Identifying Loop Formation and Computing θ Value for Solving Minimum Cost Flow Network Problems 最小代价流网络问题中回路形成识别和θ值计算的有效算法
Pub Date : 2021-06-28 DOI: 10.37394/23201.2021.20.14
Timothy Michael Chávez, D. T. Nguyen
While the minimum cost flow (MCF) problems have been well documented in many publications, due to its broad applications, little or no effort have been devoted to explaining the algorithms for identifying loop formation and computing the θ value needed to solve MCF network problems. This paper proposes efficient algorithms, and MATLAB computer implementation, for solving MCF problems. Several academic and real-life network problems have been solved to validate the proposed algorithms; the numerical results obtained by the developed MCF code have been compared and matched with the built-in MATLAB function Linprog() (Simplex algorithm) for further validation.
虽然最小成本流(MCF)问题已经在许多出版物中得到了很好的记录,但由于其广泛的应用,很少或没有努力用于解释识别环路形成和计算解决MCF网络问题所需的θ值的算法。本文提出了解决MCF问题的有效算法和MATLAB计算机实现。已经解决了几个学术和现实生活中的网络问题来验证所提出的算法;将所开发的MCF代码得到的数值结果与内置的MATLAB函数Linprog()(单纯形算法)进行了比较和匹配,以进一步验证。
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引用次数: 0
A Multicriteria, Bat Algorithm Approach for Computing the Range Limited Routing Problem for Electric Trucks 基于多准则Bat算法的电动卡车限行路径问题求解
Pub Date : 2021-06-28 DOI: 10.37394/23201.2021.20.13
J. Yeomans
As a result of increasing urban intensification, civic planners have devoted additional resources to more sustainability-focused logistics planning. Electric vehicles have proved to be both a lower cost alternative and more environmentally friendly than the more ubiquitous internal combustion engine vehicles. However, the predominant decision-making approaches employed by businesses and municipalities are not necessarily computationally conducive for the optimization and evaluation of urban transportation systems involving electric vehicles. An innovative modelling and planning approach is proposed to enable urban planners to more readily evaluate the contribution of electric vehicles in city logistics and to support the decision-making process. Specifically, this paper provides a multicriteria modelling-to-generate-alternatives (MGA) decision-support procedure that employs the Bat Algorithm (BA) metaheuristic for generating sets of alternatives for electric vehicle planning in urban transshipment problems. The efficacy of this multicriteria, BA-driven MGA approach for creating planning alternatives is demonstrated on an urban transshipment problem involving electric trucks.
随着城市集约化程度的提高,城市规划者将更多的资源投入到更注重可持续性的物流规划中。事实证明,与普遍使用的内燃机汽车相比,电动汽车不仅成本更低,而且更环保。然而,企业和市政当局采用的主要决策方法在计算上不一定有利于涉及电动汽车的城市交通系统的优化和评估。提出了一种创新的建模和规划方法,使城市规划者能够更容易地评估电动汽车在城市物流中的贡献,并支持决策过程。具体而言,本文提出了一种多准则建模-生成备选方案(MGA)决策支持过程,该过程采用蝙蝠算法(BA)元启发式方法,用于城市转运问题中电动汽车规划的备选方案生成集。在涉及电动卡车的城市转运问题上,这种多标准、ba驱动的MGA方法在创建规划替代方案方面的有效性得到了证明。
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引用次数: 3
How Accurately Can a Spherical Cap be Represented by Rational Quadratic Polynomials? 用有理二次多项式表示球形帽有多精确?
Pub Date : 2021-06-28 DOI: 10.37394/23201.2021.20.17
C. Provatidis
This paper discusses the incapability of a tensor product rational quadratic patch to accurately represent a spherical cap. It was analytically found that there is no combination of control points and associated weights to accurately represent the spherical cap. On top of that, an optimization technique has revealed that for a unit sphere the computed radii in the parametric space may reduce within the interval [0.999999994, 1.000104146]. This study makes sense as a preparatory stage in relation with the isogeometric analysis (IGA), which may be applied in conjunction with either the Finite Element Method (FEM) or the Boundary Element Method (BEM).
本文讨论了张量积有理二次块不能精确表示球帽的问题。分析发现,没有控制点和关联权值的组合来精确表示球帽。在此基础上,一种优化技术揭示了对于单位球,在参数空间中的计算半径可以在区间[0.99999994,1.000104146]内减小。本研究作为与等几何分析(IGA)相关的准备阶段是有意义的,它可以与有限元法(FEM)或边界元法(BEM)结合应用。
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引用次数: 0
Multiparameter Stability Analysis of Systems with Induction Motor Loads, Weak Interconnections and Series Compensation 感应电机负载、弱互连和串联补偿系统的多参数稳定性分析
Pub Date : 2021-06-28 DOI: 10.37394/23201.2021.20.16
Joathan Devadason, P. Moses, M. Masoum
Dynamic modeling and stability domain analysis of a system consisting of a synchronous generator sup-plying an induction motor load through a series compensated weak network has been carried out in this paper. The impact of X/Rratio of the feeder and generation control system parameters on the stability domain with respect to series compensation has been examined through eigenvalue calculations and time domain simulations. From the studies conducted, it was observed that the stability domain of the system with respect to series compensation depends on the grid strength in addition to the excitation system parameters. Eigenvalue analysis shows that there is a strong correlation between the exciter gain, time constants of the measurement transducer and exciter, and the series compensation level. The main contribution of this work is to reveal new bifurcations which arise in these systems which has been studied through eigenvalue analysis and time domain simulations for various combinations of system parameters.
本文对由同步发电机通过串联补偿弱网络向异步电动机供电的系统进行了动态建模和稳定域分析。通过特征值计算和时域仿真研究了馈线和发电控制系统参数的X/ r比对串联补偿稳定域的影响。从所进行的研究中可以观察到,除了励磁系统参数外,系统关于串联补偿的稳定域还取决于电网强度。特征值分析表明,激振器增益、测量换能器和激振器的时间常数与串联补偿电平之间存在较强的相关性。这项工作的主要贡献是揭示了在这些系统中出现的新的分岔,这些分岔已经通过特征值分析和各种系统参数组合的时域模拟进行了研究。
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引用次数: 0
New Results and Applications about the Level Crossing Rate of SC Receiver output Signal in the Presence of Gamma Shadowing and k-μ or Rician Multipath Fading 伽玛阴影和k-μ r多径衰落下SC接收机输出信号的电平交叉率的新结果及应用
Pub Date : 2021-06-28 DOI: 10.37394/23201.2021.20.15
D. Krstić, S. Suljovic, M. Stefanovic, M. B. Yassein, D. Aleksic
In this paper,the wireless communication system with dual SC receiver operating over shadowed multipath fading channel is considered. The multipath fadingis k-μor Rician.The received signal experiences the short term fading which is resulting in SC receiver envelope variation and Gamma long term fading resulting in SC receiver envelope power variation. The closed form expressions for joint probability density functions of SC receiver output signal envelope and their first derivative of SC receiver output signal envelope are calculated for both, k-μand Rician fading. These expressions are used for evaluation of average level crossing rate of SC receiver output signal envelopes. The numerical expressions are plotted to show the effect of Rician fading severity parameter and Gamma shadowing severity parameter on the average level crossing rate of SC receiver output signal envelope.
研究了在阴影多径衰落信道上工作的双SC接收机无线通信系统。多径衰减为k μ r。接收信号经历短时衰落导致SC接收机包络变化,伽玛长期衰落导致SC接收机包络功率变化。计算了SC接收机输出信号包络的联合概率密度函数及其在k μ和r r衰落下的一阶导数的封闭表达式。这些表达式用于SC接收机输出信号包络平均电平交叉率的计算。绘制了数值表达式,显示了梯度衰落严重程度参数和梯度阴影严重程度参数对SC接收机输出信号包络平均过电平率的影响。
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引用次数: 2
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WSEAS TRANSACTIONS ON CIRCUITS AND SYSTEMS
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