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Applying artificial neural networks to solve the inverse problem of evaluating concentrations in multianalyte mixtures from biosensor signals 应用人工神经网络解决从生物传感器信号中评估多分析物混合物浓度的反问题
3区 数学 Q1 Mathematics Pub Date : 2023-11-10 DOI: 10.15388/namc.2024.29.33604
Ignas Dapšys, Raimondas Čiegis, Vadimas Starikovičius
We investigate the ill-posedness of the inverse biosensor problem when the biosensor signals are corrupted by noise. To solve the problem, we employ feed-forward and convolutional neural networks. Computational experiments were performed with different levels of additive and multiplicative noises for the batch and flow injection analysis modes of the biosensor. Obtained results show that the largest errors of recovered concentrations are located on the edges of the training domain. We have found that the inverse problem is less ill-posed in the flow injection analysis mode and concentrations can be reliably recovered for higher levels of noise compared to the batch mode. This finding is confirmed by the application of the DIRECT global optimization method to the considered inverse biosensor problem.
我们研究了当生物传感器信号被噪声破坏时逆生物传感器问题的病态性。为了解决这个问题,我们采用了前馈和卷积神经网络。对生物传感器的间歇注射和流动注射分析模式进行了不同程度的加性和乘性噪声的计算实验。得到的结果表明,在训练域的边缘处恢复的浓度误差最大。我们发现,在流动注射分析模式下,逆问题的病态性较小,并且与批处理模式相比,在较高的噪声水平下可以可靠地恢复浓度。将DIRECT全局优化方法应用于所考虑的逆生物传感器问题,证实了这一发现。
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引用次数: 0
Logarithm of multivector in real 3D Clifford algebras 真实三维Clifford代数中多向量的对数
3区 数学 Q1 Mathematics Pub Date : 2023-11-07 DOI: 10.15388/namc.2024.29.33535
Artūras Acus, Adolfas Dargys
Closed form expressions for a logarithm of general multivector (MV) in basis-free form in real geometric algebras (GAs) Clp,q are presented for all n = p + q = 3. In contrast to logarithm of complex numbers (isomorphic to Cl0,1), 3D logarithmic functions, due to appearance of two double angle arc tangent functions, allow to include two sets of sheets characterized by discrete coefficients. Formulas for generic and special cases of individual blades and their combinations are provided.
在实几何代数(GAs) Clp,q中,对于所有n = p + q = 3,给出了无基形式的一般多向量(MV)的对数的封闭表达式。与复数的对数(同构于Cl0,1)相反,三维对数函数由于两个双角弧切函数的出现,允许包含两组以离散系数为特征的片。给出了单个叶片及其组合的一般和特殊情况的公式。
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引用次数: 1
Fixed points of generalized cyclic contractions without continuity and application to fractal generation 无连续性广义循环收缩的不动点及其在分形生成中的应用
3区 数学 Q1 Mathematics Pub Date : 2023-11-07 DOI: 10.15388/namc.2024.29.33534
Subhadip Roy, Parbati Saha, Sumon Ghosh, Binayak S. Choudhury
In this paper, we define a generalized cyclic contraction and prove a unique fixed point theorem for these contractions. An illustrative example is given, which shows that these contraction mappings may admit the discontinuities and also that an existing result in the literature is effectively generalized by the theorem. We apply the fixed point result for generation of fractal sets through construction of an iterated function system and the corresponding Hutchinsion–Barnsley operator. The above construction is illustrated by an example. The study here is in the context of metric spaces.
在本文中,我们定义了一个广义循环收缩,并证明了它的一个唯一不动点定理。给出了一个例子,证明了这些收缩映射可以承认不连续,并证明了该定理有效地推广了文献中已有的一个结果。通过构造迭代函数系统和相应的Hutchinsion-Barnsley算子,将不动点结果应用于分形集的生成。通过一个例子说明了上述结构。这里的研究是在度量空间的背景下进行的。
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引用次数: 0
Discrete fractional calculus with exponential memory: Propositions, numerical schemes and asymptotic stability 具有指数记忆的离散分数阶微积分:命题、数值格式和渐近稳定性
3区 数学 Q1 Mathematics Pub Date : 2023-11-07 DOI: 10.15388/amc.2024.29.33550
Guang Yang, Guo-Cheng Wu, Hui Fu
A new fractional difference with an exponential kernel function is proposed in this study. First, a difference operator is defined by the exponential function. From the Cauchy problem of the nth-order difference equation, new fractional-order sum and differences are presented. The propositions between each other and numerical schemes are derived. Finally, fractional linear difference equations are presented, and exact solutions are given by using a new discrete Mittag-Leffler function.
提出了一种新的带指数核函数的分数阶差分。首先,用指数函数定义一个差分算子。从n阶差分方程的柯西问题出发,提出了新的分数阶和与差。推导了它们之间的命题和数值格式。最后,给出了分数阶线性差分方程,并利用一种新的离散Mittag-Leffler函数给出了精确解。
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引用次数: 0
Fractional SDEs with stochastic forcing: Existence, uniqueness, and approximation 具有随机强迫的分数阶SDEs:存在性、唯一性和逼近性
3区 数学 Q1 Mathematics Pub Date : 2023-10-31 DOI: 10.15388/namc.2023.28.33508
Kęstutis Kubilius
In this article, we are interested in fractional stochastic differential equations (FSDEs) with stochastic forcing, i.e., to FSDE we add a stochastic forcing term. The conditions for the existence and uniqueness of solutions of such equations are obtained, and the convergence rate of the implicit Euler approximation scheme for them is established. Such types of equations can be applied to the consideration of FSDEs with a permeable wall.
在本文中,我们对具有随机强迫的分数阶随机微分方程(FSDEs)感兴趣,即在FSDE中加入随机强迫项。得到了该类方程解的存在唯一性条件,并给出了该类方程隐式欧拉逼近格式的收敛速率。这种类型的方程可以应用于考虑具有渗透性壁的FSDEs。
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引用次数: 0
Ruin probability for renewal risk models with neutral net profit condition 中性净利润条件下更新风险模型的破产概率
3区 数学 Q1 Mathematics Pub Date : 2023-10-28 DOI: 10.15388/namc.2023.28.33507
Andrius Grigutis, Arvydas Karbonskis, Jonas Šiaulys
In ruin theory, the net profit condition intuitively means that the sizes of the incurred random claims are on average less than the premiums gained between the successive interoccurrence times. The breach of the net profit condition causes guaranteed ruin in few but simple cases when both the claims’ interoccurrence time and random claims are degenerate. In this work, we give a simplified argumentation for the unavoidable ruin when the incurred claims are on average equal to the premiums gained between the successive interoccurrence times. We study the discrete-time risk model with N ∈ N periodically occurring independent distributions, the classical risk model, also known as the Cramér–Lundberg risk process, and the more general Sparre Andersen model.
在破产理论中,净利润条件直观地意味着随机索赔的规模平均小于连续发生时间之间获得的保费。在索赔发生时间和随机索赔均退化的情况下,在少数但简单的情况下,违反净利润条件导致保证破产。在这项工作中,我们给出了一个简化的论证不可避免的破产,当发生的索赔平均等于在连续的相互发生时间之间获得的保费。我们研究了N∈N周期性独立分布的离散时间风险模型、经典风险模型(也称为cram r - lundberg风险过程)和更一般的Sparre Andersen模型。
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引用次数: 1
Asymptotic analysis of optimal control problems on the semiaxes for Carathéodory differential inclusions with fast oscillating coefficients 具有快速振荡系数的carathacimodory微分夹杂半轴上最优控制问题的渐近分析
3区 数学 Q1 Mathematics Pub Date : 2023-10-27 DOI: 10.15388/namc.2023.28.33435
Sergey Dashkovskiy, Oleksiy Kapustyan, Olena Kapustian, Tetyana Zhuk
We consider an optimal control problem for a differential inclusion of the Carathéodory type affine with respect to the control with a coercive cost functional on a semiaxis and with fast oscillating time-dependent coefficients. We prove that, when the small parameter converges to zero, the solution to this problem tends to some solution of the optimal control problem with averaged coefficients, where the averaging we understand in the sense of the Kuratowski upper limit.
我们考虑了一个关于半轴上具有强制代价泛函且具有快速振荡时间相关系数的控制的微分包含的carathimodory型仿射的最优控制问题。证明了当小参数收敛于零时,该问题的解趋向于具有平均系数的最优控制问题的某个解,其中的平均我们理解为Kuratowski上限的意义。
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引用次数: 0
Razumikhin and Krasovskii stability of impulsive stochastic delay systems via uniformly stable function method 用一致稳定函数法研究脉冲随机时滞系统的Razumikhin和Krasovskii稳定性
3区 数学 Q1 Mathematics Pub Date : 2023-10-27 DOI: 10.15388/namc.2023.28.33475
Lijun Pan, Jianqiang Hu, Jinde Cao
This paper generalizes Razumikhin-type theorem and Krasovskii stability theorem of impulsive stochastic delay systems. By proposing uniformly stable function (USF) in the form of impulse as a new tool, some properties about USF and some novel pth moment decay theorems are derived. Based on these new theorems, the stability theorems of impulsive stochastic linear delay system are acquired via the Razumikhin method and the Krasovskii method. The obtained results enhance the elasticity of the impulsive gain by comparing the previous results. Finally, numerical examples are given to demonstrate the effectiveness of theoretical results.
推广了脉冲随机时滞系统的razumikhin型定理和Krasovskii稳定性定理。通过提出脉冲形式的一致稳定函数(USF)作为一种新的工具,得到了一致稳定函数的一些性质和一些新的p阶矩衰减定理。基于这些新定理,分别用Razumikhin方法和Krasovskii方法得到了脉冲随机线性延迟系统的稳定性定理。通过与以往结果的比较,所得结果增强了脉冲增益的弹性。最后通过数值算例验证了理论结果的有效性。
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引用次数: 0
Singular anisotropic equations with a sign-changing perturbation 具有变号摄动的奇异各向异性方程
3区 数学 Q1 Mathematics Pub Date : 2023-10-27 DOI: 10.15388/namc.2023.28.33472
Zhenhai Liu, Nikolaos S. Papageorgiou
We consider an anisotropic Dirichlet problem driven by the variable (p, q)-Laplacian (double phase problem). In the reaction, we have the competing effects of a singular term and of a superlinear perturbation. Contrary to most of the previous papers, we assume that the perturbation changes sign. We prove a multiplicity result producing two positive smooth solutions when the coefficient function in the singular term is small in the L∞-norm.
我们考虑一个由变量(p, q)驱动的各向异性狄利克雷问题-拉普拉斯(双相问题)。在反应中,我们有奇异项和超线性扰动的竞争效应。与以前的大多数论文相反,我们假设微扰改变符号。证明了在L∞范数上,当奇异项上的系数函数很小时,产生两个正光滑解的多重性结果。
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引用次数: 0
Prešić-type fixed point results via Q-distance on quasimetric space and application to (p, q)-difference equations Prešić-type准空间上q距离的不动点结果及其在(p, q)差分方程中的应用
3区 数学 Q1 Mathematics Pub Date : 2023-10-27 DOI: 10.15388/namc.2023.28.33436
Ishak Altun, İlker Gençtürk, Ali Erduran
In this paper, we introduce two new properties to the Q-function, called as the 0-property and the small self-distance property, which is frequently used in studies of fixed point theory in quasimetric spaces. Then, with the help of Q-functions having these properties, we present some fixed point theorems for Prešić-type mappings in quasimetric spaces. Finally, we state a theorem for the existence and uniqueness of the solution to a boundary value problem for (p, q)-difference equations to demonstrate the applicability of our theoretical results, which we support with an example.
本文给q函数引入了两个新的性质,称为0性质和小自距性质,这两个性质在准空间不动点理论的研究中经常用到。然后,利用具有这些性质的q函数,给出了拟度量空间中Prešić-type映射的不动点定理。最后,我们给出了(p, q)差分方程边值问题解的存在唯一性定理,以证明我们的理论结果的适用性,并通过一个例子加以支持。
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引用次数: 0
期刊
Nonlinear Analysis-Modelling and Control
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