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“Pitfalls” of Bio-Inspired Models on the Example of Ant Trails 以蚂蚁足迹为例说明生物启发模型的 "陷阱"
IF 0.6 4区 计算机科学 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-11-05 DOI: 10.1134/S0005117924700073
I. P. Karpova, V. E. Karpov

This paper explores the problem of influencing the environment by a group of autonomous robots through the creation and use of road infrastructure. The model object is ant roads (trails). We identify the main aspects of the behavior of different ant species in the process of collective foraging, and actions that together lead to the appearance of a phenomenon that the observer perceives as an ant road. We develop and describe an animat behavior model in the process of arranging a route. We define a list of mechanisms, a set of sensory capabilities, and effectors that are necessary for the robot to implement options for arranging the route. The results of simulation modeling for solving the foraging problem with route clearing are consistent with theoretical models. The simulation results confirm our assumption that the route arrangement can be carried out by individual efforts of animats (robots) and without the need to organize joint actions.

本文探讨了一群自主机器人通过创建和使用道路基础设施来影响环境的问题。模型对象是蚂蚁道路(小径)。我们确定了不同蚂蚁物种在集体觅食过程中行为的主要方面,以及共同导致观察者认为是蚂蚁道路的现象出现的行为。我们开发并描述了一个蚂蚁在安排路线过程中的行为模型。我们定义了一系列机制、一组感知能力和效应器,这些都是机器人执行安排路线选项所必需的。解决觅食问题和路线清理问题的仿真建模结果与理论模型一致。仿真结果证实了我们的假设,即路线安排可由动画(机器人)单独完成,无需组织联合行动。
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引用次数: 0
Robust Controller Design for Multivariable Systems under Nonstationary Parametric Variations and Bounded External Disturbances 非稳态参数变化和有界外部扰动下的多变量系统鲁棒控制器设计
IF 0.6 4区 计算机科学 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-10-16 DOI: 10.1134/S0005117924060055
V. N. Chestnov, D. V. Shatov

This paper considers linear multivariable systems with physical parameters varying from their known nominal values in an arbitrary and nonstationary manner. The plant is subjected to polyharmonic external disturbances containing an arbitrary number of unknown frequencies with unknown amplitudes having a bounded sum. The problem is to design a controller that robustly stabilizes the closed loop system and ensures desired errors for the controlled variables of the plant with nominal parameters in the steady-state mode. The system equations of the original problem are represented in the (W, Λ, K)-form; for this form, the standard H optimization problem is stated and solved. The desired accuracy of the system is achieved by analytically assigning the weight matrix of the controlled variables. The controller design method is illustrated by an example of solving a well-known benchmark problem.

本文考虑的是线性多变量系统,其物理参数以任意和非稳态的方式从已知标称值变化。系统受到多谐外部扰动的影响,这些扰动包含任意数量的未知频率,未知振幅的总和是有界的。问题是设计一种控制器,它能稳健地稳定闭环系统,并确保稳态模式下具有标称参数的工厂受控变量的期望误差。原始问题的系统方程以 (W, Λ, K) 形式表示;针对这种形式,提出并求解了标准 H∞ 优化问题。通过分析分配受控变量的权重矩阵,可达到系统所需的精度。控制器设计方法通过解决一个著名基准问题的实例加以说明。
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引用次数: 0
Simultaneous Stabilization of Second Order Linear Switched Systems Based on Superstability and D-Decomposition Technique 基于超稳定性和 D-分解技术的二阶线性开关系统同步稳定技术
IF 0.6 4区 计算机科学 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-10-16 DOI: 10.1134/S0005117924060080
D. V. Shatov

The considered problem is to simultaneously stabilize a family of second order linear systems by static linear state feedback when applied to switched systems. The proposed synthesis approach is based on a known design method where a static regulator is found as a solution to the linear programming problem. This regulator makes all matrices from the family forming switched systems superstable in the closed loop state, which in turn guarantees exponential stability of the switched system. This approach is generalized for the case where not all matrices in the family can simultaneously be made superstable: for non-superstabilizable matrices one determines using D-decomposition linear bounds on the set of stabilizing regulators, which are used in the linear programming problem. The designed switched system properties are briefly studied. An example of a design problem solution using the proposed approach is presented.

所考虑的问题是,当应用于开关系统时,如何通过静态线性状态反馈同时稳定二阶线性系统族。所提出的合成方法基于一种已知的设计方法,即找到一个静态调节器作为线性规划问题的解决方案。该调节器可使构成开关系统的所有矩阵在闭环状态下保持超稳定,进而保证开关系统的指数稳定性。这种方法也适用于并非所有矩阵都能同时超稳定的情况:对于不可超稳定的矩阵,可以使用 D 分解法确定稳定调节器集合的线性边界,并将其用于线性规划问题。对所设计的开关系统特性进行了简要研究。此外,还介绍了一个使用所提方法解决设计问题的实例。
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引用次数: 0
Nonfragile Filtering under Bounded Exogenous Disturbances 有界外生干扰下的非脆弱过滤
IF 0.6 4区 计算机科学 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-10-16 DOI: 10.1134/S0005117924060067
M. V. Khlebnikov

This paper considers filtering for linear systems subjected to persistent exogenous disturbances. The filtering quality is characterized by the size of the bounding ellipsoid that contains the estimated output of the system. A regular approach is proposed to solve the nonfragile filtering problem. This problem consists in designing a filter matrix that withstands admissible variations of its coefficients. The concept of invariant ellipsoids is applied to reformulate the original problem in terms of linear matrix inequalities and reduce it to a parametric semidefinite programming problem easily solved numerically. This paper continues the series of author’s research works devoted to filtering under nonrandom bounded exogenous disturbances and measurement errors.

本文研究了受持续外源干扰影响的线性系统的滤波问题。滤波质量由包含系统估计输出的边界椭圆的大小来表征。本文提出了一种解决非脆弱滤波问题的常规方法。这个问题包括设计一个滤波器矩阵,以承受其系数的可允许变化。本文应用不变椭圆的概念,用线性矩阵不等式重新表述了原始问题,并将其简化为易于数值求解的参数半定式编程问题。本文是作者致力于在非随机有界外生干扰和测量误差条件下进行滤波的系列研究成果的延续。
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引用次数: 0
How to Improve Robust Control of a Linear Time-Varying System by Using Experimental Data 如何利用实验数据改进线性时变系统的鲁棒控制
IF 0.6 4区 计算机科学 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-10-16 DOI: 10.1134/S0005117924060079
M. M. Kogan, A. V. Stepanov

This paper demonstrates that robust control based on only a priori information about the object’s uncertainty can be significantly improved through the additional use of experimental data. Generalized H-optimal controllers are designed for an unknown linear time-varying system on a finite horizon. These controllers optimize the damping level of exogenous and/or initial disturbances as well as the maximum deviation of the terminal state of the system. The design method does not require the persistent excitation condition or the rank condition, which ensure the identifiability of the system. As a result, the amount of experimental data can be significantly reduced.

本文论证了仅基于对象不确定性先验信息的鲁棒控制可以通过额外使用实验数据得到显著改善。本文为有限视界上的未知线性时变系统设计了广义 H∞ 最佳控制器。这些控制器优化了外生扰动和/或初始扰动的阻尼水平以及系统终端状态的最大偏差。该设计方法不需要确保系统可识别性的持续激励条件或等级条件。因此,可以大大减少实验数据量。
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引用次数: 0
An Algorithm for Finding the Generalized Chebyshev Center of Sets Defined via Their Support Functions 寻找通过支持函数定义的集合的广义切比雪夫中心的算法
IF 0.6 4区 计算机科学 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-10-16 DOI: 10.1134/S0005117924060031
P. A. Arkhipov

This paper is dedicated to an optimization problem. Let A, B({{mathbb{R}}^{n}}) be compact convex sets. Consider the minimal number t0 > 0 such that t0B covers A after a shift to a vector x0({{mathbb{R}}^{n}}). The goal is to find t0 and x0. In the special case of B being a unit ball centered at zero, x0 and t0 are known as the Chebyshev center and the Chebyshev radius of A. This paper focuses on the case in which A and B are defined with their black-box support functions. An algorithm for solving such problems efficiently is suggested. The algorithm has a superlinear convergence rate, and it can solve hundred-dimensional test problems in a reasonable time, but some additional conditions on A and B are required to guarantee the presence of convergence. Additionally, the behavior of the algorithm for a simple special case is investigated, which leads to a number of theoretical results. Perturbations of this special case are also studied.

本文专门讨论一个优化问题。设 A, B ⊂ ({{mathbb{R}}^{n}})是紧凑凸集。考虑最小数 t0 > 0,使得 t0B 在移动到向量 x0∈ ({{mathbb{R}}^{n}})后覆盖 A。我们的目标是找到 t0 和 x0。在 B 是以零为中心的单位球的特殊情况下,x0 和 t0 被称为 A 的切比雪夫中心和切比雪夫半径。本文提出了一种高效解决此类问题的算法。该算法具有超线性收敛速度,可以在合理的时间内解决百维测试问题,但需要对 A 和 B 附加一些条件以保证收敛性的存在。此外,我们还研究了该算法在一个简单特例中的行为,并由此得出了一些理论结果。还研究了这种特殊情况的扰动。
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引用次数: 0
Necessary Extremum Conditions and the Neustadt–Eaton Method in the Time-Optimal Control Problem for a Group of Nonsynchronous Oscillators 一组非同步振荡器时间最优控制问题中的必要极值条件和纽斯塔特-伊顿方法
IF 0.6 4区 计算机科学 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-10-16 DOI: 10.1134/S0005117924060043
L. M. Berlin, A. A. Galyaev, P. V. Lysenko

The time-optimal control problem for an arbitrary number of nonsynchronous oscillators with a limited scalar control is considered. An analytical investigation of the problem is performed. The property of strong accessibility and global controllability is proved, and a program control is found that brings the system from the origin to a fixed point in the shortest time. Trajectories satisfying both the motion equations of the system and the additional conditions based on the matrix nondegeneracy conditions of the relay control have been found for bringing a group of oscillators to the origin. Two classification methods of trajectories according to the number of control switchings are compared: the one based on the necessary extremum conditions and the Neustadt–Eaton numerical algorithm.

本文考虑了具有有限标量控制的任意数量非同步振荡器的时间最优控制问题。对该问题进行了分析研究。证明了强可达性和全局可控性的特性,并找到了一种程序控制,能在最短时间内将系统从原点带至定点。找到了同时满足系统运动方程和基于中继控制矩阵非退化条件的附加条件的轨迹,可将一组振荡器带到原点。比较了根据控制切换次数对轨迹进行分类的两种方法:基于必要极值条件的方法和 Neustadt-Eaton 数值算法。
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引用次数: 0
On the Boundary Value of the Time-Delay and the Asymptotic Behavior of a Continuous First-Order Consensus Protocol 论时间延迟的边界值和连续一阶共识协议的渐近行为
IF 0.6 4区 计算机科学 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-10-16 DOI: 10.1134/S000511792406002X
R. P. Agaev, D. K. Khomutov

Coordination in multiagent systems with information influences is studied. In particular, a model of multiagent system in which information is transmitted with a constant delay for all agents is studied. Using the Nyquist criterion applied by Tsypkin for systems with delayed feedback, a formula is obtained for the boundary value of time-delay which is included as a parameter in the system of differential equations with an asymmetric constant Laplacian matrix. The condition of independence of stability from time-delay is founded. The results obtained generalize some previously results and can be applied in coordination analysis in a multiagent systems with complex protocol.

本文研究了受信息影响的多代理系统中的协调问题。特别是研究了一个多代理系统模型,在该模型中,所有代理的信息传输都有一个恒定的延迟。利用 Tsypkin 应用于延迟反馈系统的奈奎斯特准则,得出了时间延迟边界值公式,该公式作为参数包含在具有非对称常数拉普拉奇矩阵的微分方程系统中。建立了稳定性与时间延迟无关的条件。所获得的结果概括了之前的一些结果,可应用于具有复杂协议的多代理系统的协调分析。
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引用次数: 0
Analysis of Peak Effects in the Solutions of a Class of Difference Equations 一类差分方程解法中的峰值效应分析
IF 0.6 4区 计算机科学 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-10-16 DOI: 10.1134/S0005117924060092
P. S. Shcherbakov

We consider a class of well-known high-order trinomial linear difference equations and analyze the non-asymptotic behavior of their solutions under non-zero initial conditions from the unit box. It is shown that, for certain subsets of coefficients in the stability domain, there always exist initial conditions leading to peak, a large deviation of solutions from the equilibrium position, and that these deviations may take arbitrarily large values. Various special cases are studied, numerical examples are presented.

我们考虑了一类众所周知的高阶三叉线性差分方程,并分析了它们的解在单位箱非零初始条件下的非渐近行为。结果表明,对于稳定域中的某些系数子集,总是存在导致解与平衡位置出现较大偏差的峰值的初始条件,而且这些偏差可能取任意大的值。对各种特殊情况进行了研究,并给出了数值示例。
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引用次数: 0
Investigation of Feasible and Marginal Operating Regimes of Electric Power Systems 电力系统可行和边际运行状态调查
IF 0.6 4区 计算机科学 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-09-06 DOI: 10.1134/S0005117924050059
E. N. Gryazina, D. Y. Baluev

The paper is devoted to the analysis of the feasibility domain of electric power systems. The problems of calculating feasible and marginal regimes of power systems, analyzing the geometry of the feasibility domain, and generating samples in this region are considered. Parallels are drawn with the works of B.T. Polyak on the analysis of the image of a quadratic map, modification of the Newton method and the development of methods for generating asymptotically uniform samples in areas with complex geometry. Particular attention is paid to Newton’s method with the transversality condition (TENR), its application for constructing a boundary oracle procedure and utilization for generating samples in the power system feasibility domain.

摘要 本文致力于分析电力系统的可行性域。文中考虑了计算电力系统的可行和边际制度、分析可行性域的几何形状以及在该区域生成样本等问题。该书与 B.T. Polyak 在二次图象分析、牛顿方法的修改以及在具有复杂几何形状的区域生成渐近均匀样本的方法开发等方面的著作有相似之处。特别关注的是牛顿方法与横向条件(TENR)、其在构建边界甲骨文程序中的应用以及在电力系统可行性领域中生成样本的利用。
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引用次数: 0
期刊
Automation and Remote Control
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