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Controllability of Functional and Structural Brain Networks 大脑功能和结构网络的可控性
IF 1.7 4区 工程技术 Q2 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-09-18 DOI: 10.1155/2024/7402894
Ali Moradi Amani, Amirhessam Tahmassebi, Andreas Stadlbauer, Uwe Meyer-Baese, Vincent Noblet, Frederic Blanc, Hagen Malberg, Anke Meyer-Baese

Normal and aberrant cognitive functions are the result of the dynamic interplay between large-scale neural circuits. Describing the nature of these interactions has been a challenging task yet important for neurodegenerative disease evolution. Fusing modern dynamic graph network theory techniques and control theory applied on complex brain networks creates a new framework for neurodegenerative disease research by determining disease evolution at the subject level, facilitating a predictive treatment response and revealing key mechanisms responsible for disease alterations. It has been shown that two types of controllability—the average and the modal controllability—are relevant for the mechanistic explanation of how the brain navigates between cognitive states. The average controllability favors highly connected areas which move the brain to easily reachable states, while the modal controllability favors weakly connected areas representative for difficult-to-reach states. We propose two different techniques to achieve these two types of controllability: a centrality measure based on a sensitivity analysis of the Laplacian matrix is employed to determine the average controllability, while graph distances form the basis of the modal controllability. The concepts of “choosing the best driver set” and “graph distances” are applied to measure the average controllability and the modal controllability, respectively. Based on these new techniques, we obtain important disease descriptors that visualize alterations in the disease trajectory by revealing densely connected hubs or sparser areas. Our results suggest that these two techniques can accurately describe the different node roles in controlling trajectories of brain networks.

正常和异常的认知功能是大规模神经回路之间动态相互作用的结果。描述这些相互作用的性质一直是一项具有挑战性的任务,但对于神经退行性疾病的演变却非常重要。将现代动态图网络理论技术与应用于复杂大脑网络的控制理论相融合,通过确定主体层面的疾病演变、促进预测性治疗反应和揭示导致疾病改变的关键机制,为神经退行性疾病研究创建了一个新框架。研究表明,两种可控性--平均可控性和模态可控性--与大脑如何在认知状态之间导航的机理解释相关。平均可控性有利于高连接区域,使大脑进入容易达到的状态,而模态可控性则有利于弱连接区域,使大脑进入难以达到的状态。我们提出了两种不同的技术来实现这两种可控性:基于拉普拉斯矩阵敏感性分析的中心度量被用来确定平均可控性,而图距离则是模态可控性的基础。选择最佳驱动集 "和 "图距离 "的概念分别用于测量平均可控性和模态可控性。基于这些新技术,我们获得了重要的疾病描述符,通过揭示连接密集的枢纽或稀疏的区域,直观地显示疾病轨迹的变化。我们的研究结果表明,这两种技术可以准确描述大脑网络控制轨迹中不同节点的作用。
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引用次数: 0
Chaos Control, Codimension-One and Codimension-Two 1 : 2 Strong Resonance Bifurcation Analysis of a Predator-Prey Model with Holling Types I and III Functional Responses 具有霍林 I 型和 III 型功能响应的捕食者-猎物模型的混沌控制、一维和二维 1 : 2 强共振分岔分析
IF 1.7 4区 工程技术 Q2 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-09-14 DOI: 10.1155/2024/5782500
Abdul Qadeer Khan, Syeda Noor-ul-Huda Naqvi, Shaimaa A. A. Ahmed, Waleed A. I. El-Morsi

We study the existence of fixed points, local stability analysis, bifurcation sets at fixed points, codimension-one and codimension-two bifurcation analysis, and chaos control in a predator-prey model with Holling types I and III functional responses. It is proven that the model has a trivial equilibrium point for all involved parameters but interior and semitrivial equilibrium solutions under certain model parameter conditions. Furthermore, local stability at trivial, semitrivial, and interior equilibria using the theory of linear stability is investigated. We have also explored the bifurcation sets for trivial, semitrivial, and interior equilibria and proved that flip bifurcation occurs at semitrivial equilibrium. Furthermore, it is also proven that Neimark–Sacker bifurcation as well as flip bifurcation occurs at an interior equilibrium solution, and in addition, at the same equilibrium solution, we also studied codimension-two 1 : 2 strong resonance bifurcation. Then, OGY and hybrid control strategies are employed to manage chaos in the model under study, which arises from Neimark–Sacker and flip bifurcations, respectively. We have also examined the preservation of the positive solution of the understudied model. Finally, numerical simulations are given to verify the theoretical results.

我们研究了具有霍林 I 型和 III 型函数响应的捕食者-猎物模型的定点存在性、局部稳定性分析、定点处的分岔集、一维和二维分岔分析以及混沌控制。研究证明,该模型对所有相关参数都有一个微分平衡点,但在某些模型参数条件下有内部和半微分平衡解。此外,我们还利用线性稳定性理论研究了微分、半微分和内部平衡点的局部稳定性。我们还探索了微分、半微分和内部均衡的分岔集,并证明了翻转分岔发生在半微分均衡处。此外,还证明了 Neimark-Sacker 分岔以及翻转分岔发生在内部平衡解上,另外,在同一平衡解上,我们还研究了码维-2 1 : 2 强共振分岔。然后,我们采用 OGY 和混合控制策略来管理所研究模型中分别由 Neimark-Sacker 分岔和翻转分岔引起的混乱。我们还研究了未充分研究模型正解的保留问题。最后,我们给出了数值模拟来验证理论结果。
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引用次数: 0
Complexity Analysis on the Supply Chain of Brand Enterprise Countermeasures against Imitation Threats 品牌企业应对仿冒威胁的供应链复杂性分析
IF 1.7 4区 工程技术 Q2 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-09-06 DOI: 10.1155/2024/8347062
Abudureheman Kadeer, Mingyu Zhao, Mengzhe Li

This paper studies the complexity of the decision system when a brand enterprise introduces new products and makes dynamic quality decisions to cope with imitation threats caused by a counterfeit enterprise. Using game theory, nonlinear system theory, and numerical simulation, the complexity characteristics of this system and consumer utility are further discussed; moreover, delay feedback control is used to restrain chaos. The conclusions are as follows: (1) The stable scope of the brand enterprise price adjustment enlarges with the increase of the adjustment parameters of new product quality and imitation price. (2) The attraction domain of the initial decisions of the counterfeit enterprise decreases when the brand enterprise makes dynamic decisions on new product quality; a higher new product quality adjustment parameter can reduce the imitation ability of the counterfeit enterprise. (3) With the growth of the degree of substitution between new products and existing products, the quality of new products is improved, the output of existing products is reduced, and the counterfeit enterprise withdraws from the market if the degree of substitution between existing products and imitations is high. (4) The dynamic system can suppress chaos and restore stability by using the delay feedback control method. Results are of great importance for managers to make reasonable decisions when dealing with imitation threats.

本文研究了当品牌企业推出新产品并做出动态质量决策以应对假冒企业造成的仿冒威胁时,决策系统的复杂性。利用博弈论、非线性系统理论和数值模拟,进一步讨论了该系统的复杂性特征和消费者效用,并利用延迟反馈控制来抑制混乱。结论如下(1)品牌企业价格调整的稳定范围随着新产品质量和模仿价格调整参数的增加而扩大。(2)当品牌企业对新产品质量进行动态决策时,仿冒企业初始决策的吸引域减小;较高的新产品质量调整参数可以降低仿冒企业的仿冒能力。(3)随着新产品与现有产品之间替代程度的增加,新产品质量提高,现有产品产量降低,如果现有产品与仿冒品之间的替代程度较高,仿冒企业就会退出市场。(4) 利用延迟反馈控制方法,动态系统可以抑制混乱,恢复稳定。研究结果对管理者在应对仿冒威胁时做出合理决策具有重要意义。
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引用次数: 0
Exploring Immune Responses through Dynamic Modeling of Cell-Immune Interactions in Viral Infection and Vaccination 通过病毒感染和疫苗接种中细胞与免疫相互作用的动态建模探索免疫反应
IF 1.7 4区 工程技术 Q2 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-09-02 DOI: 10.1155/2024/3357763
Kwang Su Kim, Il Hyo Jung, Jong Hyuk Byun

Infectious diseases pose a significant threat to global health, necessitating the development of effective vaccination strategies. This study examines the dynamics of viral infections and immune responses, with a particular focus on the roles of antibodies and CD8+ T cells induced by vaccination. Through a mathematical model, we explore the intricate interactions between host cells and viruses to assess the impact of vaccination on viral replication. Our findings align with experimental results, demonstrating that vaccination substantially enhances immune responses and reduces viral replication. The contributions of both antibody and CD8+ T cell responses are shown to be vital for achieving optimal vaccine efficacy. The model’s predictions, validated against experimental observations, emphasize the need to incorporate mechanisms that induce robust immune responses in vaccine design. This study underscores the critical role of mathematical modeling in understanding immune dynamics and in refining vaccination strategies to develop more effective treatments against viral infections.

传染病对全球健康构成重大威胁,因此有必要制定有效的疫苗接种策略。本研究探讨了病毒感染和免疫反应的动态变化,尤其关注疫苗接种诱导的抗体和 CD8+ T 细胞的作用。通过数学模型,我们探索了宿主细胞和病毒之间错综复杂的相互作用,以评估疫苗接种对病毒复制的影响。我们的研究结果与实验结果一致,证明接种疫苗能大大增强免疫反应并减少病毒复制。抗体和 CD8+ T 细胞反应对实现最佳疫苗效果至关重要。该模型的预测结果与实验观察结果进行了验证,强调了在疫苗设计中纳入诱导强大免疫反应机制的必要性。这项研究强调了数学建模在理解免疫动态和完善疫苗接种策略以开发更有效的病毒感染治疗方法方面的关键作用。
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引用次数: 0
Corrigendum to “An Easy-to-Understand Method to Construct Desired Distance-Like Measures” 对 "构建所需的类似距离度量的易懂方法 "的更正
IF 1.7 4区 工程技术 Q2 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-08-30 DOI: 10.1155/2024/9892058
Wen Qing Fu, Sheng Gang Li, Harish Garg, Heng Liu, Ahmed Mostafa Khalil, Jingjing Zhao
<p>Metrics and their weaker forms are used to measure difference between two data (or other things). There are many metrics that are available but not desired to a practitioner. This paper recommends in a plausible reasoning manner an easy-to-understand method to construct desired distance-like measures: to fuse easy-to-obtain (or easy to coined by practitioners) pseudo-semimetrics, pseudometrics, or metrics by making full use of well-known t-norms, t-conorms, aggregation operators, and similar operators (easy to coined by practitioners et al). The simple reason to do this is that data for a real-world problem are sometimes full of multiagents. A distance-like notion, called weak interval-valued pseudometric (briefly, WIVP metric), is defined by using known notions of pseudo-semimetric, pseudometric, and metric; this notion is topological good and shows precision, flexibility, and compatibility than single pseudo-semimetric, pseudometric, or metric. Propositions and detailed examples are given to illustrate how to fabricate (including using what “material”) an expected or demanded WIVP metric (even interval-valued metric) in practical problems, and WIVP metric and its special cases are characterized by using axioms. Moreover, some WIVP-metrics pertinent to quantitative logic theory or interval-valued fuzzy graphs are constructed, and fixed point theorems and common fixed point theorems in weak interval-valued metric spaces are also presented. Topics and strategies for further study are also put forward concretely and clearly.</p><p>In many cases, the measure values of true data are not unique (but two or more) for uncertainty or complexity. For example, there are several agents in China that value and order all periodicals published in China. Peking University Library and Nanjing University Library are generally thought to be the best two and incomparable to each other. For a journal <i>J</i>, assume the orders given by Peking University Library and the Nanjing University Library are <i>m</i>-th and <i>n</i>-th, respectively; then, <i>m</i> and <i>n</i> may be not the same in general. There are also many other examples. In 2012, breakthrough of the selected by the famous journal Science is different from those selected by the famous journal Nature; Gini coefficients in China in 2012 from two different agents are 0.481 and 0.61, respectively; the Chebyshev distance (resp., the Euclidean distance, the Manhattan distance or the city block distance, and the river distance) between two points (0,1) and (1,2) in the Euclidean plane <i>R</i><sup>2</sup> is 1 (resp., <span></span><math></math>, 2, 3). Please see Proposition 4 for definitions of these metrics; the effective distances used in cluster analysis are many and varied; a given asymptomatic infected people to corona virus disease (COVID-19 for short) is thought to be highly contagious (which can be represented by a fuzzy number <i>A</i>) by experts in one country but lowly contagious (which can a
度量及其弱化形式用于衡量两个数据(或其他事物)之间的差异。有许多度量是可用的,但却不是从业者想要的。本文以一种似是而非的推理方式,推荐了一种易于理解的方法来构建所需的类距离度量:通过充分利用众所周知的 t-norms、t-conforms、聚合运算符和类似运算符(从业者等容易创造),融合易于获得(或从业者容易创造)的伪计量学、伪计量或度量。这样做的原因很简单,因为实际问题的数据有时充满了多重代理。一种类似距离的概念,称为弱区间值假计量(简称 WIVP 公制),是通过使用已知的假参量、假计量和公制概念定义的;这种概念是拓扑学上的好概念,比单一的假参量、假计量或公制概念更精确、灵活和兼容。命题和详细的例子说明了如何在实际问题中制造(包括使用什么 "材料")预期的或要求的 WIVP 度量(甚至是区间值度量),并用公理描述了 WIVP 度量及其特例。此外,还构建了一些与定量逻辑理论或区间值模糊图相关的 WIVP 度量,并介绍了弱区间值度量空间中的定点定理和常见定点定理。在许多情况下,真实数据的度量值并不是唯一的(而是两个或两个以上),这就是不确定性或复杂性。例如,中国有几家代理机构对中国出版的所有期刊进行估值和订购。一般认为北京大学图书馆和南京大学图书馆是最好的两家,相互之间没有可比性。对于期刊 J 来说,假设北京大学图书馆和南京大学图书馆给出的排序分别是第 m 次和第 n 次,那么一般情况下,m 和 n 可能不一样。这样的例子还有很多。2012 年,著名期刊《科学》和著名期刊《自然》所选文章的突破性不同;2012 年中国两个不同代理机构的基尼系数分别为 0.481 和 0.61;欧几里得平面 R2 中两点(0,1)和(1,2)之间的切比雪夫距离(即欧几里得距离、曼哈顿距离或城市街区距离和河流距离)为 1(即 ,2,3)。关于这些度量的定义,请参见命题 4;聚类分析中使用的有效距离多种多样;一个国家的专家认为某个无症状的电晕病毒感染者(简称 COVID-19)传染性很强(可用模糊数 A 表示),而另一个国家的专家则认为传染性很弱(也可用与 A 相差很大的模糊数 B 表示)。在实践中,大多数人只选择其中一个测量值(或选择这些测量值的算术平均值)作为真实数据、信息损失无法避免或几乎没有区别)。为了改进对这些不确定或复杂数据的处理,至少有两种更好的理论被提出来(一种是理论上的启发,另一种是应用上的启发;两者都主要基于模糊集的思想),它们主要是关于测量两个抽象 "点"(确切地说,一个集合的两个元素)之间的差值,其信息或数据至少可以由两个不同的代理提供(但不能由一个代理令人满意地提供,见下面的例 1)。 在本节中,我们将定义弱区间值伪计量(简称 WIVP 度量)的概念,并详细举例说明如何通过融合易得或易币的伪对称、伪计量或基于算子 ∧、∨ 和简单聚合算子的度量来构造实际中需要的类距离度量(包括 WIVP 度量)。我们还将直观地描述 WIVP 度量及其特殊形式的特征,以便实践者轻松理解。 在本节中,我们将演示如何利用其中一些逻辑蕴涵算子和一些 WIVP 度量来构造可用于定量逻辑(参见 [23])和定量推理(参见 [24])的 WIVP 度量。
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引用次数: 0
Multiplex Community Detection in Social Networks Using a Chaos-Based Hybrid Evolutionary Approach 使用基于混沌的混合进化方法检测社交网络中的多重社区
IF 1.7 4区 工程技术 Q2 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-08-29 DOI: 10.1155/2024/1016086
Bagher Zarei, Bahman Arasteh, Mehdi Asadi, Vahid Majidnezhad, Saeid Taghavi Afshord, Asgarali Bouyer

Network analysis involves using graph theory to understand networks. This knowledge is valuable across various disciplines like marketing, management, epidemiology, homeland security, and psychology. An essential task within network analysis is deciphering the structure of complex networks including technological, informational, biological, and social networks. Understanding this structure is crucial for comprehending network performance and organization, shedding light on their underlying structure and potential functions. Community structure detection aims to identify clusters of nodes with high internal link density and low external link density. While there has been extensive research on community structure detection in single-layer networks, the development of methods for detecting community structure in multilayer networks is still in its nascent stages. In this paper, a new method, namely, IGA-MCD, has been proposed to tackle the problem of community structure detection in multiplex networks. IGA-MCD consists of two general phases: flattening and community structure detection. In the flattening phase, the input multiplex network is converted to a weighted monoplex network. In the community structure detection phase, the community structure of the resulting weighted monoplex network is determined using the Improved Genetic Algorithm (IGA). The main aspects that differentiate IGA from other algorithms presented in the literature are as follows: (a) instead of randomly generating the initial population, it is smartly generated using the concept of diffusion. This makes the algorithm converge faster. (b) A dedicated local search is employed at the end of each cycle of the algorithm. This causes the algorithm to come up with better new solutions around the currently found solutions. (c) In the algorithm process, chaotic numbers are used instead of random numbers. This ensures that the diversity of the population is preserved, and the algorithm does not get stuck in the local optimum. Experiments on the various benchmark networks indicate that IGA-MCD outperforms state-of-the-art algorithms.

网络分析涉及使用图论来理解网络。这些知识在市场营销、管理、流行病学、国土安全和心理学等不同学科中都很有价值。网络分析的一项基本任务是破译复杂网络的结构,包括技术、信息、生物和社会网络。了解这种结构对于理解网络性能和组织至关重要,可以揭示网络的基本结构和潜在功能。社群结构检测旨在识别内部链接密度高、外部链接密度低的节点集群。单层网络中的群落结构检测已经有了广泛的研究,但多层网络中的群落结构检测方法仍处于起步阶段。本文提出了一种新方法,即 IGA-MCD,来解决多层网络中的群落结构检测问题。IGA-MCD 通常包括两个阶段:扁平化和群落结构检测。在扁平化阶段,输入多路网络被转换为加权单路网络。在群落结构检测阶段,使用改进遗传算法(IGA)确定生成的加权单复式网络的群落结构。IGA 与文献中介绍的其他算法的主要区别如下:(a) 初始种群不是随机生成的,而是利用扩散概念智能生成的。这使得算法收敛更快。(b) 在算法的每个周期结束时,采用专门的局部搜索。这使得算法能在当前找到的解决方案周围提出更好的新解决方案。(c) 在算法过程中,使用混沌数代替随机数。这就确保了种群的多样性,使算法不会陷入局部最优状态。在各种基准网络上进行的实验表明,IGA-MCD 的性能优于最先进的算法。
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引用次数: 0
Enhanced Chemical Insights into Fullerene Structures via Modified Polynomials 通过修正多项式增强富勒烯结构的化学洞察力
IF 1.7 4区 工程技术 Q2 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-08-22 DOI: 10.1155/2024/9220686
Ali N. A. Koam, Ali Ahmad, Raed Qahiti, Muhammad Azeem, Waleed Hamali

This work explores the complicated realm of fullerene structures by utilizing an innovative algebraic lens to unravel their chemical intricacies. We reveal a more profound comprehension of the structural subtleties of fullerenes by the computation of modified polynomials that are customized to their distinct geometric and electrical characteristics. In addition to enhancing the theoretical underpinnings, the interaction between algebraic characteristics and fullerene structures creates opportunities for real-world applications in materials science and nanotechnology. Our results provide a novel viewpoint that bridges the gap between algebraic abstraction and chemical reality. They also open up new avenues for the manipulation and construction of materials based on fullerenes with customized features. Topological or numerical descriptors are used to associate important physicomolecular restrictions with important molecular structural features such as periodicity, melting and boiling points, and heat content for various 2 and 3D molecular preparation graphs or networking. The degree of an atom in a molecular network or molecular structure is utilized in this study to calculate the degree of atom-based numerics. The modified polynomial technique is a more recent way of assessing molecular systems and geometries in chemoinformatics. It emphasizes the polynomial nature of molecular features and gives numerics in algebraic expression. Particularly in this context, we describe multiple cages topologically based on the fullerene molecular form as polynomials, and several algebraic properties, including the Randić number and the modified polynomials of the first and second Zagreb numbers, are measured. By applying algebraic methods, we computed topological descriptors such as the Randić number and Zagreb indices. Our qualitative analysis shows that these descriptors significantly improve the prediction of molecular behavior. For instance, the Randić index provided insights into the stability and reactivity of fullerene structures, while the Zagreb indices helped us understand their potential in electronic applications. Our results suggest that modified polynomials not only offer a refined perspective on fullerene structures but also enable the design of materials with tailored properties. This study highlights the potential for these algebraic tools to bridge the gap between theoretical models and practical applications in nanotechnology and materials science, paving the way for innovations in drug delivery, electronic devices, and catalysis.

这项研究利用创新的代数透镜来揭示富勒烯复杂的化学结构。通过计算根据富勒烯独特的几何和电学特性定制的修正多项式,我们揭示了对富勒烯结构奥妙的更深刻理解。除了增强理论基础,代数特性与富勒烯结构之间的相互作用还为材料科学和纳米技术的实际应用创造了机会。我们的研究成果提供了一种新的观点,在代数抽象与化学现实之间架起了一座桥梁。它们还为操纵和构建基于富勒烯的具有定制特征的材料开辟了新途径。拓扑或数值描述符用于将重要的物理分子限制与重要的分子结构特征(如周期性、熔点和沸点以及各种二维和三维分子制备图或网络的热含量)联系起来。本研究利用分子网络或分子结构中原子的度数来计算基于原子的数值度数。修正多项式技术是化学信息学中评估分子系统和几何结构的最新方法。它强调分子特征的多项式性质,并以代数表达方式给出数值。特别是在这一背景下,我们将基于富勒烯分子形式的多个笼子拓扑描述为多项式,并测量了几个代数特性,包括兰迪奇数以及第一和第二萨格勒布数的修正多项式。通过应用代数方法,我们计算出了拓扑描述符,如兰迪奇数和萨格勒布指数。我们的定性分析显示,这些描述符大大改善了对分子行为的预测。例如,Randić 指数帮助我们深入了解富勒烯结构的稳定性和反应性,而 Zagreb 指数则帮助我们了解它们在电子应用方面的潜力。我们的研究结果表明,修正多项式不仅为富勒烯结构提供了一个精细的视角,还能设计出具有定制特性的材料。这项研究凸显了这些代数工具在纳米技术和材料科学的理论模型与实际应用之间架起桥梁的潜力,为药物输送、电子设备和催化领域的创新铺平了道路。
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引用次数: 0
Brake Drum Temperature Rise and Its Influence on Truck Driving Safety in Tunnel Groups Section 隧道组路段制动鼓温度上升及其对卡车驾驶安全的影响
IF 1.7 4区 工程技术 Q2 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-08-21 DOI: 10.1155/2024/5552467
Yunyong He, Enhuai He, Le Zhang, Jianping Gao, Changfeng Yang, Lu Sun, Haotian Yang, Zhen Gong, Ziqiang Liu

High risk of braking easily causes more safety accidents. In this paper, the driving experiments on G350 Gengda-Yingxiu section containing continuous downhill tunnel group. Three-axle trucks under standard load and overload conditions were considered. The research proposes a method for ensuring safe truck driving on continuous downhill sections of mountain roads based on the rise in brake drum temperature. The study collects data on brake drum temperature and braking duration from an experimental vehicle under the coupling action of human-vehicle-road-environment. Through comparative analysis, theoretical derivation, and model construction, conclusions are drawn. The results indicate that the rise in brake drum temperature is influenced by the factors such as overload, alignment, road slope, and sections with bright and dark lines. The initial brake drum temperature, operating speed, and total vehicle mass are identified as the main controlling factors for the change in brake drum temperature. The study also demonstrates that water drenching can significantly reduce the rate of brake drum temperature rise, thereby ensuring driving safety. Furthermore, a model is constructed based on the relationship between brake drum temperature rise and various factors, which allows for the calculation of the corresponding safe slope length and average slope gradient. This model can be used for evaluating or designing overall load requirements. The research on brake drum temperature rise characteristics and braking behaviour under drenching conditions provides effective support for route design, traffic management, and the establishment of safety service facilities.

高风险的制动容易引发更多的安全事故。本文对包含连续下坡隧道群的G350耿达至映秀段进行了行车实验。考虑了标准载荷和超载条件下的三轴卡车。研究提出了一种基于制动鼓温度升高的方法,以确保卡车在山区公路连续下坡路段的安全行驶。研究收集了实验车辆在人-车-路-环境耦合作用下的制动鼓温度和制动持续时间数据。通过对比分析、理论推导和模型构建,得出结论。结果表明,制动鼓温度的升高受超载、走线、道路坡度、明暗线路段等因素的影响。初始制动鼓温度、运行速度和车辆总质量被认为是制动鼓温度变化的主要控制因素。研究还表明,淋水可以显著降低制动鼓温度的上升速度,从而确保行车安全。此外,还根据制动鼓温度上升与各种因素之间的关系建立了一个模型,从而可以计算出相应的安全斜坡长度和平均斜坡坡度。该模型可用于评估或设计总体负载要求。对淋雨条件下制动鼓温升特性和制动行为的研究为路线设计、交通管理和安全服务设施的建立提供了有效的支持。
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引用次数: 0
Global Fixed-Time Stability of General Stochastic Nonlinear Systems 一般随机非线性系统的全局固定时间稳定性
IF 1.7 4区 工程技术 Q2 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-08-16 DOI: 10.1155/2024/5517265
Liandi Fang, Daohong Zhu, Zhenzhen Long

In this article, the fixed-time stabilization issue is investigated for a kind of general p-norm stochastic nonlinear systems. The feature of the considered systems is that all powers are any positive rational numbers, which means this type of systems includes many previously considered systems. Firstly, a higher accurate upper bounded estimation of settling time is given by applying an ingenious variable transformation and the definition of Gamma function, thereby obtaining an improved stochastic fixed-time stability theorem. Then a continuous state-feedback controller is designed for the general p-norm stochastic systems by using the adding a power integrator method, and the designed controller is proved to ensure the fixed-time stability of the considered systems in light of stochastic fixed-time stability theorem. Finally, numerical simulation results of fixed-time stabilizer and finite-time stabilizer indicate the effectiveness of the developed scheme.

本文研究了一种一般 p-norm 随机非线性系统的固定时间稳定问题。所考虑的系统的特点是所有幂都是任意正有理数,这意味着这类系统包括许多以前考虑过的系统。首先,通过应用巧妙的变量变换和伽马函数的定义,给出了更高精度的沉降时间上限估计,从而得到了改进的随机定时稳定性定理。然后,利用添加功率积分器的方法为一般 p 规范随机系统设计了连续状态反馈控制器,并根据随机定时稳定性定理证明了所设计的控制器能确保所考虑系统的定时稳定性。最后,固定时间稳定器和有限时间稳定器的数值模拟结果表明了所开发方案的有效性。
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引用次数: 0
Two-Dimensional Lattice Complexity Features of Abdominal CT Images to Predict Patient Survival After Hepatectomy for Hepatocellular Carcinoma 预测肝细胞癌肝脏切除术后患者存活率的腹部 CT 图像二维网格复杂性特征
IF 1.7 4区 工程技术 Q2 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-08-09 DOI: 10.1155/2024/7093011
Yu Wang, Xiaoqiong Jiang, Shi Xu, Daguan Ke, Ruixia Wu

To evaluate the effectiveness of certain complexity features extracted from CT images of the liver for predicting the survival of patients with hepatocellular carcinoma, either exclusively or in conjunction with specific diagnostic indicators, we gathered data from presurgery CT scans of 103 HCC patients with survival period either above (n = 65) or below (n = 38) 42 months after hepatectomy. The two-dimensional Hilbert curve was used to maintain both local and global structural information to calculate the lattice complexity features. In addition, gray-level co-occurrence matrix features and local binary features were incorporated. These features were assessed for performance of support vector machine predictive models through the receiver operator characteristic curve and area under the curve. The top proficiency was achieved by the lattice complexity features resulting in models with an accuracy of 76.47% and an area under the receiver operator characteristic curve of 0.75. The study found that two-dimensional lattice complexity features derived from CT images that covered the entire abdomen have the potential to predict survival patients with in hepatocellular carcinoma using support vector machine models.

为了评估从肝脏 CT 图像中提取的某些复杂性特征对预测肝细胞癌患者生存期的有效性(无论是单独预测还是与特定诊断指标结合预测),我们收集了 103 例肝癌患者的术前 CT 扫描数据,这些患者的生存期在肝切除术后 42 个月以上(65 例)或以下(38 例)。我们使用二维希尔伯特曲线来保留局部和全局结构信息,从而计算出晶格复杂度特征。此外,还纳入了灰度级共现矩阵特征和局部二元特征。这些特征通过接收器运算特性曲线和曲线下面积来评估支持向量机预测模型的性能。网格复杂度特征的准确率最高,达到 76.47%,接收算子特征曲线下面积为 0.75。研究发现,从覆盖整个腹部的 CT 图像中提取的二维晶格复杂性特征具有使用支持向量机模型预测肝细胞癌患者生存率的潜力。
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引用次数: 0
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