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Richard Kerner’s Path Integral Approach Aims to Understand the Self-Organized Matter Agglomeration and Its Translation into the Energy Landscape Kinetics Paradigm 理查德-克纳的 "路径积分法 "旨在理解自组织物质聚集并将其转化为能量景观动力学范式
IF 2 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2023-12-22 DOI: 10.3390/axioms13010008
Gerado G. Naumis
Matter grows and self-assembles to produce complex structures such as virus capsids, carbon fullerenes, proteins, glasses, etc. Due to its complexity, performing pen-and-paper calculations to explain and describe such assemblies is cumbersome. Many years ago, Richard Kerner presented a pen-and-paper path integral approach to understanding self-organized matter. Although this approach successfully addressed many important problems, including the yield of fullerene formation, the glass transition temperature of doped chalcogenide glasses, the fraction of boroxol rings in B2O3 glasses, the first theoretical explanation for the empirical recipe of window and Pyrex glass and the understanding of virus capsid self-assembly, it still is not the primary choice when tackling similar problems. The reason lies in the fact that it diverges from mainstream approaches based on the energy landscape paradigm and non-equilibrium thermodynamics. In this context, a critical review is presented, demonstrating that the Richard Kerner method is, in fact, a clever way to identify relevant configurations. Its equations are simplified common physical sense versions of those found in the energy landscape kinetic equations. Subsequently, the utilization of equilibrium Boltzmann factors in the transition Markov chain probabilities is analyzed within the context of local two-level energy landscape models kinetics. This analysis demonstrates that their use remains valid when the local energy barrier between reaction coordinate states is small compared to the thermal energy. This finding places the Richard Kerner model on par with other more sophisticated methods and, hopefully, will promote its adoption as an initial and useful choice for describing the self-agglomeration of matter.
物质通过生长和自我组装产生复杂的结构,如病毒外壳、碳富勒烯、蛋白质、玻璃等。由于其复杂性,用纸笔计算来解释和描述这种组装非常麻烦。多年前,理查德-克纳提出了一种理解自组织物质的纸笔路径积分法。尽管这种方法成功地解决了许多重要问题,包括富勒烯形成的产率、掺杂瑀玻璃的玻璃化转变温度、B2O3 玻璃中硼氧环的比例、对玻璃窗和派尔克斯玻璃经验配方的首次理论解释,以及对病毒噬菌体自组装的理解,但它仍然不是解决类似问题时的首要选择。原因在于它与基于能量景观范式和非平衡热力学的主流方法存在分歧。在此背景下,我们将对理查德-克纳方法进行批判性评述,证明它实际上是一种识别相关构型的巧妙方法。它的方程是能量景观动力学方程的物理常识简化版。随后,在局部两级能谱模型动力学的背景下,分析了过渡马尔可夫链概率中平衡玻尔兹曼因子的使用。分析表明,当反应坐标态之间的局部能障小于热能时,平衡波尔兹曼因子的使用仍然有效。这一发现将理查德-克纳模型与其他更复杂的方法相提并论,希望能促进人们将其作为描述物质自聚集的初步和有用的选择。
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引用次数: 0
Unsupervised Feature Selection with Latent Relationship Penalty Term 带有潜在关系惩罚项的无监督特征选择
IF 2 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2023-12-21 DOI: 10.3390/axioms13010006
Ziping Ma, Yulei Huang, Huirong Li, Jingyu Wang
With the exponential growth of high dimensional unlabeled data, unsupervised feature selection (UFS) has attracted considerable attention due to its excellent performance in machine learning. Existing UFS methods implicitly assigned the same attribute score to each sample, which disregarded the distinctiveness of features and weakened the clustering performance of UFS methods to some extent. To alleviate these issues, a novel UFS method is proposed, named unsupervised feature selection with latent relationship penalty term (LRPFS). Firstly, latent learning is innovatively designed by assigning explicitly an attribute score to each sample according to its unique importance in clustering results. With this strategy, the inevitable noise interference can be removed effectively while retaining the intrinsic structure of data samples. Secondly, an appropriate sparse model is incorporated into the penalty term to further optimize its roles as follows: (1) It imposes potential constraints on the feature matrix to guarantee the uniqueness of the solution. (2) The interconnection between data instances is established by a pairwise relationship situation. Extensive experiments on benchmark datasets demonstrate that the proposed method is superior to relevant state-of-the-art algorithms with an average improvement of 10.17% in terms of accuracy.
随着高维无标注数据的指数级增长,无监督特征选择(UFS)因其在机器学习中的卓越表现而备受关注。现有的无监督特征选择方法隐含地为每个样本分配相同的属性得分,这就忽略了特征的独特性,在一定程度上削弱了无监督特征选择方法的聚类性能。为了解决这些问题,我们提出了一种新型的 UFS 方法,即带有潜在关系惩罚项的无监督特征选择(LRPFS)。首先,创新性地设计了潜在学习方法,即根据每个样本在聚类结果中的独特重要性,为其分配明确的属性分数。通过这种策略,可以有效地消除不可避免的噪声干扰,同时保留数据样本的内在结构。其次,在惩罚项中加入适当的稀疏模型,以进一步优化其作用,具体如下:(1) 对特征矩阵施加潜在约束,保证解的唯一性。(2) 通过成对关系建立数据实例之间的相互联系。在基准数据集上进行的大量实验表明,所提出的方法优于相关的最先进算法,平均准确率提高了 10.17%。
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引用次数: 0
From HX-Groups to HX-Polygroups 从 HX 群到 HX 多群
IF 2 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2023-12-21 DOI: 10.3390/axioms13010007
S. Mousavi, M. Jafarpour, Irina Cristea
HX-groups are a natural generalization of groups that are similar in construction to hypergroups. However, they do not have to be considered as hypercompositional structures like hypergroups; instead, they are classical groups. After clarifying this difference between the two algebraic structures, we review the main properties of HX-groups, focusing on the regularity property. An HX-group G on a group G with the identity e is called regular whenever the identity E of G contains e. Any regular HX-group may be characterized as a group of cosets, and equivalent conditions for describing this property are established. New properties of HX-groups are discussed and illustrated by examples. These properties are uniformity and essentiality. In the second part of the paper, we introduce a new algebraic structure, that of HX-polygroups on a polygroup. Similarly to HX-groups, we propose some characterizations of HX-polygroups as polygroups of cosets or double cosets. We conclude the paper by proposing several lines of research related to HX-groups.
HX 群是群的自然概括,其构造与超群相似。然而,它们不必像超群那样被视为超组成结构;相反,它们是经典群。在澄清这两种代数结构的区别之后,我们将回顾 HX 群的主要性质,重点是正则性性质。只要 G 的标识 E 包含 e,那么在具有标识 e 的群 G 上的 HX 群 G 就称为正则群。任何正则 HX 群都可以表征为余集群,并建立了描述这一性质的等价条件。本文讨论了 HX 群的新性质,并通过实例加以说明。这些性质是均匀性和本质性。在论文的第二部分,我们引入了一种新的代数结构,即多群上的 HX 多群。与 HX 多群类似,我们提出了 HX 多群作为余集或双余集多群的一些特征。最后,我们提出了与 HX 多群相关的几个研究方向。
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引用次数: 0
Robust Variable Selection with Exponential Squared Loss for the Spatial Error Model 用指数平方损失为空间误差模型选择稳健变量
IF 2 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2023-12-20 DOI: 10.3390/axioms13010004
Shida Ma, Yiming Hou, Yunquan Song, Feng Zhou
With the widespread application of spatial data in fields like econometrics and geographic information science, the methods to enhance the robustness of spatial econometric model estimation and variable selection have become a central focus of research. In the context of the spatial error model (SEM), this paper introduces a variable selection method based on exponential square loss and the adaptive lasso penalty. Due to the non-convex and non-differentiable nature of this proposed method, convex programming is not applicable for its solution. We develop a block coordinate descent algorithm, decompose the exponential square component into the difference of two convex functions, and utilize the CCCP algorithm in combination with parabolic interpolation for optimizing problem-solving. Numerical simulations demonstrate that neglecting the spatial effects of error terms can lead to reduced accuracy in selecting zero coefficients in SEM. The proposed method demonstrates robustness even when noise is present in the observed values and when the spatial weights matrix is inaccurate. Finally, we apply the model to the Boston housing dataset.
随着空间数据在计量经济学和地理信息科学等领域的广泛应用,提高空间计量经济模型估计和变量选择鲁棒性的方法已成为研究的重点。本文以空间误差模型(SEM)为背景,介绍了一种基于指数平方损失和自适应套索惩罚的变量选择方法。由于该方法的非凸性和非可分性,凸编程并不适用于该方法的求解。我们开发了一种块坐标下降算法,将指数平方分量分解为两个凸函数之差,并利用 CCCP 算法与抛物线插值相结合来优化问题的解决。数值模拟证明,忽略误差项的空间效应会降低 SEM 中选择零系数的准确性。即使在观测值中存在噪声和空间权重矩阵不准确的情况下,所提出的方法也能表现出稳健性。最后,我们将该模型应用于波士顿住房数据集。
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引用次数: 0
Interval Type-3 Fuzzy Inference System Design for Medical Classification Using Genetic Algorithms 利用遗传算法设计用于医学分类的区间-3 型模糊推理系统
IF 2 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2023-12-20 DOI: 10.3390/axioms13010005
P. Melin, D. Sánchez, Oscar Castillo
An essential aspect of healthcare is receiving an appropriate and opportune disease diagnosis. In recent years, there has been enormous progress in combining artificial intelligence to help professionals perform these tasks. The design of interval Type-3 fuzzy inference systems (IT3FIS) for medical classification is proposed in this work. This work proposed a genetic algorithm (GA) for the IT3FIS design where the fuzzy inputs correspond to attributes relational to a particular disease. This optimization allows us to find some main fuzzy inference systems (FIS) parameters, such as membership function (MF) parameters and the fuzzy if-then rules. As a comparison against the proposed method, the results achieved in this work are compared with Type-1 fuzzy inference systems (T1FIS), Interval Type-2 fuzzy inference systems (IT2FIS), and General Type-2 fuzzy inference systems (GT2FIS) using medical datasets such as Haberman’s Survival, Cryotherapy, Immunotherapy, PIMA Indian Diabetes, Indian Liver, and Breast Cancer Coimbra dataset, which achieved 75.30, 87.13, 82.04, 77.76, 71.86, and 71.06, respectively. Also, cross-validation tests were performed. Instances established as design sets are used to design the fuzzy inference systems, the optimization technique seeks to reduce the classification error using this set, and finally, the testing set allows the validation of the real performance of the FIS.
医疗保健的一个重要方面是接受适当、适时的疾病诊断。近年来,人工智能在帮助专业人员完成这些任务方面取得了巨大进步。本研究提出了用于医学分类的区间三型模糊推理系统(IT3FIS)的设计方案。这项工作为 IT3FIS 的设计提出了一种遗传算法(GA),其中模糊输入对应于与特定疾病相关的属性。通过这种优化,我们可以找到一些主要的模糊推理系统(FIS)参数,如成员函数(MF)参数和模糊 "如果-那么 "规则。为了与所提出的方法进行比较,我们使用哈伯曼生存、冷冻疗法、免疫疗法、PIMA 印度糖尿病、印度肝脏和乳腺癌科英布拉数据集,将这项工作所取得的结果与第一类模糊推理系统(T1FIS)、区间第二类模糊推理系统(IT2FIS)和一般第二类模糊推理系统(GT2FIS)进行了比较,结果分别为 75.30、87.13、82.04、77.76、71.86 和 71.06。此外,还进行了交叉验证测试。作为设计集建立的实例用于设计模糊推理系统,优化技术旨在利用该集减少分类误差,最后,测试集可以验证模糊推理系统的实际性能。
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引用次数: 0
Multi-Player Non-Cooperative Game Strategy of a Nonlinear Stochastic System with Time-Varying Parameters 具有时变参数的非线性随机系统的多人非合作博弈策略
IF 2 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2023-12-20 DOI: 10.3390/axioms13010003
Xiangyun Lin, Tongtong Zhang, Meilin Li, Rui Zhang, Weihai Zhang
This paper discusses the multi-player non-cooperative game of nonlinear stochastic time-varying systems described by Itô-type differential equations in a finite time interval. Multi-player non-cooperative game problems are represented by multi-objective Pareto (MOP) control problems to describe the fact that each player has their own goals. By applying Hamilton–Jacobi inequalities (HJIs), the criterion of upper bounds of the MOP boundary is obtained for nonlinear stochastic systems, and the corresponding strategies are designed for such games, so the MOP problem is transformed into a HJI-constrained MOP problem. In order to overcome the difficulty of solving HJIs, a global linearization method is proposed to approximate the nonlinear systems. By the proposed global linearization method, multi-player non-cooperative game problems are transformed into Riccati equation-constrained MOP problems, and the approximate solutions of HJI-constrained MOP problems are obtained. Finally, a practical example is given to illustrate the effectiveness of the proposed method.
本文讨论在有限时间间隔内,由 Itô 型微分方程描述的非线性随机时变系统的多人非合作博弈。多玩家非合作博弈问题用多目标帕累托(MOP)控制问题来表示,以描述每个玩家都有自己的目标这一事实。通过应用汉密尔顿-雅各比不等式(HJIs),得到了非线性随机系统的 MOP 边界上限准则,并为此类博弈设计了相应的策略,从而将 MOP 问题转化为 HJI 约束 MOP 问题。为了克服求解 HJI 的困难,提出了一种全局线性化方法来逼近非线性系统。通过提出的全局线性化方法,将多人非合作博弈问题转化为里卡提方程约束的澳门金沙国际网上娱乐问题,并得到了 HJI 约束澳门金沙国际网上娱乐问题的近似解。最后,给出了一个实际例子来说明所提方法的有效性。
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引用次数: 0
Exact and Approximate Solutions for Some Classes of the Inhomogeneous Pantograph Equation 非均质受影方程某些类别的精确和近似解
IF 2 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2023-12-19 DOI: 10.3390/axioms13010001
A. A. Al Qarni
The standard pantograph delay equation (SPDDE) is one of the famous delay models. This standard model is basically homogeneous in nature and it has been extensively studied in the literature. However, the studies on the general inhomogeneous form of such a model seem rare. This paper considers the inhomogeneous pantograph delay equation (IPDDE) with a kind of arbitrary inhomogeneous term. This arbitrary inhomogeneous term is used in different forms to generate various classes of IPDDEs. The solutions of the present classes are obtained in closed series forms which satisfy the criteria of convergence. Also, the exact solutions are determined for these classes under a certain relation between the given initial condition of the model and the initial value of the inhomogeneous term. Several classes are generated and solved when the inhomogeneous term takes the form of trigonometric, exponential, and hyperbolic functions. Some existing results in the literature are recovered as special cases of the present ones. Moreover, the behaviors of the obtained solutions are demonstrated through graphs for various kinds of IPDDEs.
标准受电弓延迟方程 (SPDDE) 是著名的延迟模型之一。这一标准模型基本上是均质的,文献中对其进行了广泛的研究。然而,对这种模型的一般非均质形式的研究似乎很少。本文考虑的是带有任意不均匀项的不均匀受电弓延迟方程(IPDDE)。这种任意不均匀项以不同形式用于生成各种 IPDDE。本类方程的解以满足收敛标准的闭合序列形式求得。同时,在给定的模型初始条件和非均质项初始值之间存在一定关系的情况下,确定了这些类别的精确解。当非均质项采用三角函数、指数函数和双曲函数形式时,将产生并求解几类问题。文献中的一些现有结果被复原为当前结果的特例。此外,还通过图形展示了各种 IPDDE 的求解行为。
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引用次数: 0
S-Embedding of Lie Superalgebras and Its Implications for Fuzzy Lie Algebras 列超拉的 S 嵌入及其对模糊列代数的影响
IF 2 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2023-12-19 DOI: 10.3390/axioms13010002
Abdullah Assiry, Sabeur Mansour, A. Baklouti
This paper performed an investigation into the s-embedding of the Lie superalgebra (→S1∣1), a representation of smooth vector fields on a (1,1)-dimensional super-circle. Our primary objective was to establish a precise definition of the s-embedding, effectively dissecting the Lie superalgebra into the superalgebra of super-pseudodifferential operators ( SψD⊙) residing on the super-circle S1|1. We also introduce and rigorously define the central charge within the framework of (→S1∣1), leveraging the canonical central extension of SψD⊙. Moreover, we expanded the scope of our inquiry to encompass the domain of fuzzy Lie algebras, seeking to elucidate potential connections and parallels between these ostensibly distinct mathematical constructs. Our exploration spanned various facets, including non-commutative structures, representation theory, central extensions, and central charges, as we aimed to bridge the gap between Lie superalgebras and fuzzy Lie algebras. To summarize, this paper is a pioneering work with two pivotal contributions. Initially, a meticulous definition of the s-embedding of the Lie superalgebra (→S1|1) is provided, emphasizing the representationof smooth vector fields on the (1,1)-dimensional super-circle, thereby enriching a fundamental comprehension of the topic. Moreover, an investigation of the realm of fuzzy Lie algebras was undertaken, probing associations with conventional Lie superalgebras. Capitalizing on these discoveries, we expound upon the nexus between central extensions and provide a novel deformed representation of the central charge.
本文对(1,1)维超圆上光滑向量场的表示--Lie超代数(→S1∣1)的s嵌入进行了研究。我们的主要目标是建立 s- 嵌入的精确定义,有效地将李超代数分解为驻留在超圆 S1|1 上的超假微分算子超代数 ( SψD⊙)。我们还利用 SψD⊙ 的典型中心扩展,在 (→S1∣1) 的框架内引入并严格定义了中心电荷。此外,我们还将研究范围扩大到模糊李代数领域,试图阐明这些表面上截然不同的数学构造之间的潜在联系和相似之处。我们的探索涉及多个方面,包括非交换结构、表示理论、中心扩展和中心电荷,我们的目标是弥合Lie超代数和模糊Lie代数之间的鸿沟。总之,本文是一项开创性工作,有两个关键贡献。首先,本文为列超代数 (→S1|1) 的 s 嵌入提供了细致的定义,强调了光滑向量场在 (1,1) 维超圆上的表示,从而丰富了对这一主题的基本理解。此外,我们还对模糊李代数领域进行了研究,探讨了它与传统李超拉的关联。利用这些发现,我们阐述了中心扩展之间的联系,并提供了一种新颖的中心电荷变形表示。
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引用次数: 0
Multiplication Operators on Weighted Zygmund Spaces of the First Cartan Domain 第一卡坦域加权齐格蒙空间上的乘法算子
IF 2 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2023-12-17 DOI: 10.3390/axioms12121131
Zhi-Jie Jiang
Inspired by some recent studies of the multiplication operators on holomorphic function spaces of the classical domains such as the open unit disk, the unit ball and the unit polydisk, the purpose of the present paper is to study just the operators that are defined on weighted Zygmund spaces of the first Cartan domain. We obtain some necessary conditions and sufficient conditions for the operators to be bounded and compact.
受最近对经典域(如开放单位盘、单位球和单位多盘)的全态函数空间上的乘法算子的一些研究的启发,本文旨在研究定义在第一笛卡尔域的加权齐格蒙德空间上的算子。我们得到了这些算子有界和紧凑的一些必要条件和充分条件。
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引用次数: 0
Dynamical Analysis and Misalignment Projection Synchronization of a Novel RLCM Fractional-Order Memristor Circuit System 新型 RLCM 分数阶晶闸管电路系统的动态分析与错位投影同步化
IF 2 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2023-12-15 DOI: 10.3390/axioms12121125
Jindong Liu, Huaigu Tian, Zhen Wang, Yan Guan, Zelin Cao
In this paper, a simple and novel fractional-order memristor circuit is established, which contains only resistance, inductance, capacitance and memristor. By using fractional calculus theory and the Adomian numerical algorithm, special bifurcations, chaotic degradation, C0 and Spectral Entropy (SE) complexity under one-dimensional and two-dimensional parameter variations with different orders, parameters and initial memristor values of the system were studied. Meanwhile, in order to better utilize the applications of fractional-order memristor systems in communication and security, a misalignment projection synchronization scheme for fractional-order systems is proposed, which overcomes the shortcomings of constructing Lyapunov functions for fractional-order systems to prove stability and designing controllers for the Laplace transform matrix.
本文建立了一种简单而新颖的分数阶忆阻器电路,该电路仅包含电阻、电感、电容和忆阻器。利用分数微积分理论和 Adomian 数值算法,研究了系统在不同阶数、参数和初始忆阻器值的一维和二维参数变化下的特殊分岔、混沌退化、C0 和频谱熵(SE)复杂度。同时,为了更好地利用分数阶忆阻器系统在通信和安全领域的应用,提出了一种分数阶系统的错位投影同步方案,克服了构建分数阶系统的李亚普诺夫函数来证明稳定性和设计拉普拉斯变换矩阵控制器的缺点。
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引用次数: 0
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