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Dynamics of a Random Hopfield Neural Lattice Model with Adaptive Synapses and Delayed Hebbian Learning 具有自适应突触和延迟海比学习的随机霍普菲尔德神经网格模型的动力学特性
IF 0.5 4区 数学 Q3 MATHEMATICS Pub Date : 2024-04-29 DOI: 10.1007/s11253-024-02298-8
Xiaoying Han, Peter E. Kloeden

A Dong–Hopfield neural lattice model with random external forcing and delayed response to the evolution of interconnection weights is developed and studied. The interconnection weights evolve according to the Hebbian learning rule with a decay term and contribute to changes in the states after a short delay. The lattice system is first reformulated as a coupled functional-ordinary differential equation system on an appropriate product space. Then it is shown that the solution of the system exists and is unique. Furthermore, it is demonstrated that the system of equations generates a continuous random dynamical system. Finally, the existence of random attractors for the random dynamical system generated by the Dong–Hopfield model is established.

本文建立并研究了一个具有随机外部强迫和延迟响应互联权重演化的 Dong-Hopfield 神经晶格模型。互联权重根据带有衰减项的海比学习规则演化,并在短暂延迟后对状态变化做出贡献。首先将晶格系统重新表述为适当乘积空间上的耦合函数-常微分方程系统。然后证明该系统的解是存在的,并且是唯一的。此外,还证明了方程系统生成了一个连续的随机动力系统。最后,证明了由 Dong-Hopfield 模型生成的随机动力系统存在随机吸引子。
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引用次数: 0
Ideal Turbulence as a Kind of Disturbed Chaos: Brief Essay 作为一种受扰混沌的理想湍流:简论
IF 0.5 4区 数学 Q3 MATHEMATICS Pub Date : 2024-04-29 DOI: 10.1007/s11253-024-02297-9
Olena Romanenko, Abdyvali Akbergenov

We outline key points of the concept of ideal turbulence offering novel scenarios for distributed chaos based not on the geometric-dynamical complexity of the attractor but on the extremely complex spatial structure of elements of the attractor. Ideal turbulence is observed in idealized (without internal resistance) models of various processes related to electromagnetic or acoustic oscillations. This idealization significantly simplifies the analysis and, at the same time, in many cases, provides a quite adequate description of real processes.

我们概述了理想湍流概念的要点,它不是基于吸引子的几何-动力学复杂性,而是基于吸引子元素极其复杂的空间结构,为分布式混沌提供了新的方案。在与电磁或声学振荡有关的各种过程的理想化(无内阻)模型中,可以观察到理想湍流。这种理想化大大简化了分析,同时,在许多情况下,对实际过程提供了相当充分的描述。
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引用次数: 0
A Stochastic Interpretation of the Parametrix Method 参数矩阵法的随机解释
IF 0.5 4区 数学 Q3 MATHEMATICS Pub Date : 2024-04-23 DOI: 10.1007/s11253-024-02287-x
A. Kohatsu-Higa

We revisit, in a didactic manner and by using stochastic analysis, the parametrix method and its application to unbiased simulation. We consider, in particular, the case of one-dimensional diffusions without drift.

我们以说教的方式,通过随机分析,重温了参数矩阵法及其在无偏模拟中的应用。我们特别考虑了无漂移的一维扩散情况。
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引用次数: 0
On Reflected Diffusions in Cones and Cylinders 论锥体和圆柱体中的反射扩散
IF 0.5 4区 数学 Q3 MATHEMATICS Pub Date : 2024-04-22 DOI: 10.1007/s11253-024-02288-w
Oleksii Kulyk, Andrey Pilipenko, Sylvie Roelly

Let X be a diffusion in a cone with oblique reflection at the boundary. We study the question whether X reaches the vertex of the cone for a finite time with positive probability. We propose a new probabilistic method of investigation connected with the long-term behavior of the diffusion reflected in a cylinder.

假设 X 是锥体中的扩散,边界处有斜反射。我们研究的问题是 X 是否在有限时间内以正概率到达圆锥的顶点。我们提出了一种新的概率研究方法,它与圆柱体中反射扩散的长期行为有关。
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引用次数: 0
Diffusion in Media with Membranes and Some Nonlocal Parabolic Problems 有膜介质中的扩散和一些非局部抛物问题
IF 0.5 4区 数学 Q3 MATHEMATICS Pub Date : 2024-04-20 DOI: 10.1007/s11253-024-02285-z
Bohdan Kopytko, Mykhailo Osypchuk, Roman Shevchuk

We establish the classical solvability of a certain conjugation problem for one-dimensional (with respect to a spatial variable) Kolmogorov backward equation with discontinuous coefficients and some versions of the general nonlocal Feller–Wentzell boundary condition given on nonsmooth boundaries of the considered curvilinear domains. In addition, we prove, that the two-parameter Feller semigroup defined by the solution of this problem describes some inhomogeneous diffusion process with moving membranes on the given region of the real line. We also show the relationship between the constructed process and the generalized diffusion in a sense of M. I. Portenko.

我们建立了一维(关于空间变量)科尔莫哥罗夫反向方程的某个共轭问题的经典可解性,该方程具有不连续系数和在所考虑的曲线域的非光滑边界上给出的某些版本的一般非局部费勒-文采尔边界条件。此外,我们还证明,由该问题的解定义的双参数费勒半群描述了实线给定区域内具有移动膜的某些非均质扩散过程。我们还展示了所构建的过程与 M. I. Portenko 意义上的广义扩散之间的关系。
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引用次数: 0
Genetic Contribution of an Advantaged Mutant in the Biparental Moran Model 双亲莫兰模式中优势突变体的遗传贡献
IF 0.5 4区 数学 Q3 MATHEMATICS Pub Date : 2024-04-20 DOI: 10.1007/s11253-024-02286-y
Camille Coron, Yves Le Jan

We consider a large population of haploid sexually reproducing individuals. It is assumed that one individual initially carries a very strongly advantageous mutation at a single locus. We study the long-term contribution of this initial individual to the genome of the population.

我们考虑一个由单倍体有性繁殖个体组成的大群体。假设最初有一个个体在单个基因座上携带了一个非常有利的突变。我们将研究这个初始个体对种群基因组的长期贡献。
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引用次数: 0
Pointwise Hemi-Slant Riemannian Submersions 点状半斜黎曼潜流
IF 0.5 4区 数学 Q3 MATHEMATICS Pub Date : 2024-04-08 DOI: 10.1007/s11253-024-02273-3
Mehmet Akif Akyol, Cem Sayar

We introduce a new type of submersions, which are called pointwise hemi-slant Riemannian submersions, as a generalization of slant Riemannian submersions, hemi-slant submersions, and pointwise slant submersions from Kaehler manifolds onto Riemannian manifolds. We obtain some geometric interpretations of this kind of submersions with respect to the total manifold, base manifold, and fibers. Moreover, we present nontrivial illustrative examples in order to demonstrate the existence of submersions of this kind. Finally, we obtain some curvature equalities and inequalities with respect to a certain basis.

我们引入了一种新的潜流,即点半斜黎曼潜流,它是斜黎曼潜流、半斜潜流以及从凯勒流形到黎曼流形的点半斜潜流的广义化。我们从总流形、基流形和纤维方面得到了这类潜影的一些几何解释。此外,我们还提出了一些非微观示例,以证明这类潜流的存在。最后,我们得到了一些关于某个基础的曲率等式和不等式。
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引用次数: 0
Some Sharp Landau–Kolmogorov–Nagy-Type Inequalities in Sobolev Spaces of Multivariate Functions 多变量函数索波列夫空间中的一些尖锐兰道-科尔莫戈罗夫-纳吉不等式
IF 0.5 4区 数学 Q3 MATHEMATICS Pub Date : 2024-04-06 DOI: 10.1007/s11253-024-02275-1

For a function f from the Sobolev space W1,p(C), where C ⊂ ℝd is an open convex cone, we establish a sharp inequality estimating ∥fL via the Lp-norm of its gradient and a seminorm of the function. With the help of this inequality, we prove a sharp inequality estimating the L-norm of the Radon–Nikodym derivative of a charge defined on Lebesgue measurable subsets of C via the Lp-norm of the gradient of this derivative and the seminorm of the charge. In the case where C = ℝ+m× ℝd−m, 0 ≤ md, we obtain inequalities estimating the L-norm of a mixed derivative of the function f : C → ℝ via its L-norm and the Lp-norm of the gradient of mixed derivative of this function.

对于来自索波列夫空间 W1,p(C)(其中 C ⊂ ℝd 是一个开放凸锥)的函数 f,我们建立了一个尖锐的不等式,通过其梯度的 Lp-norm 和函数的半规范来估计 ∥f∥ L∞。借助这个不等式,我们证明了一个尖锐的不等式,即通过该导数梯度的 Lp-norm 和电荷的 seminorm 来估计定义在 C 的 Lebesgue 可测子集上的电荷的 Radon-Nikodym 导数的 L∞-norm 。在 C = ℝ+m× ℝd-m, 0 ≤ m ≤ d 的情况下,我们得到了通过函数 f : C → ℝ 的 L∞-norm 和该函数混合导数梯度的 Lp-norm 估算该函数混合导数的 L∞-norm 的不等式。
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引用次数: 0
The Sharp Bound of Certain Second Hankel Determinants for the Class of Inverse of Starlike Functions with Respect to Symmetric Points 关于对称点的星形反函数类的某些第二汉克尔决定项的锐界
IF 0.5 4区 数学 Q3 MATHEMATICS Pub Date : 2024-04-06 DOI: 10.1007/s11253-024-02278-y

We investigate the sharp bound of certain coefficient functionals associated with a Hankel determinant of the second kind for the inverse function when f belongs to the class of starlike functions with respect to symmetric points.

我们研究了当 f 属于关于对称点的星形函数类时,与反函数第二类汉克尔行列式相关的某些系数函数的锐界。
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引用次数: 0
Existence and Regularity Results for Degenerate Parabolic Problems in the Presence of Strongly Increasing Regularizing Lower-Order Terms and Lm-Data/Dirac Mass 存在强递增正则化低阶项和 Lm-Data/Dirac 质量的畸变抛物问题的存在性和正则性结果
IF 0.5 4区 数学 Q3 MATHEMATICS Pub Date : 2024-04-06 DOI: 10.1007/s11253-024-02274-2

We study the existence and regularity results for degenerate parabolic problems in the presence of strongly increasing regularizing lower-order terms and Lm-data/Dirac mass.

我们研究了存在强递增正则化低阶项和 Lm-data/Dirac 质量的退化抛物问题的存在性和正则性结果。
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引用次数: 0
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Ukrainian Mathematical Journal
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