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Novel Integer Division for Embedded Systems: Generic Algorithm Optimal for Large Divisors 嵌入式系统的新颖整除算法:最适合大除数的通用算法
IF 4.6 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-07-24 DOI: 10.11648/j.acm.20241304.12
Mervat M. A. Mahmoud, N. E. Elashker
The integer Constant Division (ICD) is the type of integer division in which the divisor is known in advance, enabling pre-computing operations to be included. Therefore, it can be more efficient regarding computing resources and time. However, most ICD techniques are restricted by a few values or narrow boundaries for the divisor. On the other hand, the main approaches of the division algorithms, where the divisor is variable, are digit-by-digit and convergence methods. The first techniques are simple and have less sophisticated conversion logic for the quotient but also have the problem of taking significantly long latency. On the contrary, the convergence techniques rely on multiplication rather than subtraction. They estimate the quotient of division providing the quotient with minimal latency at the expense of precision. This article suggests a precise, generic, and novel integer division algorithm based on sequential recursion with fewer iterations. The suggested methodology relies on extracting the division results for non-powers-of-two divisors from those for the closest power-of-two divisors, which are obtained simply using the right bit shifting. To the authors’ best knowledge of the state-of-the-art, the number of iterations in the recurrent variable division is half the divisor bit size, and the Sweeney, Robertson, and Tocher (SRT) division, which is named after its developers, involves log2(n) iterations. The suggested algorithm has an [(m/(n-1))-1] number of recursive iterations, where m and n are the number of bits of the dividend and the divisor, respectively. The design is simulated in the Vivado tool for validation and implemented with a Zynq UltraScale FPGA. The technique performance depends on the number of nested divisions and the size of a LUT. The two factors change according to the value of the divisor. Nevertheless, the size of the LUT is proportional to the range and the number of bits of the divisor. Furthermore, the equation that controls the number of nested blocks is illustrated in the manuscript. The proposed technique applies to both constant and variable divisors with a compact hardware area in the case of constant division. The hardware implementation of constant division has unlimited values for dividends and divisors with a compact hardware area in the case of large divisors. However, using the design in the hardware implementation of variable division is up to 64-bit dividend and 12-bit divisor. The result analysis demonstrates that this algorithm is more efficient for constant division for large numbers.
整数常式除法(ICD)是一种整数除法,在这种除法中,除数是预先知道的,因此可以包含预计算操作。因此,它能更有效地利用计算资源和时间。然而,大多数 ICD 技术都受限于除数的几个值或狭窄边界。另一方面,除数可变的除法算法主要有逐位法和收敛法。第一种方法简单,商的转换逻辑不复杂,但也存在延迟时间长的问题。相反,收敛技术依靠的是乘法而不是减法。它们估算除法的商,以最小的延迟提供商,但牺牲了精度。本文提出了一种精确、通用和新颖的整数除法算法,该算法基于迭代次数较少的顺序递归。所建议的方法依赖于从最接近的二乘二除法的除法结果中提取非二乘二除法的除法结果,而这些结果只需使用正确的位移即可获得。根据作者对最新技术的了解,循环变量除法的迭代次数是除数位大小的一半,而以其开发者名字命名的 Sweeney、Robertson 和 Tocher(SRT)除法需要 log2(n) 次迭代。建议算法的递归迭代次数为[(m/(n-1))-1]次,其中 m 和 n 分别是除数和被除数的位数。设计在 Vivado 工具中模拟验证,并通过 Zynq UltraScale FPGA 实现。该技术的性能取决于嵌套除法的数量和 LUT 的大小。这两个因素会根据除数的值发生变化。不过,LUT 的大小与除数的范围和位数成正比。此外,手稿中还说明了控制嵌套块数量的方程。所提出的技术既适用于常除法,也适用于变除法,在常除法的情况下,硬件面积更小。常数除法的硬件实现对红利和除数的取值没有限制,在大除数的情况下硬件面积小。然而,在变除法的硬件实现中,使用该设计最多可实现 64 位红利和 12 位除数。结果分析表明,这种算法对大数恒除法更有效。
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引用次数: 0
Exploring Hidden Markov Models in the Context of Genetic Disorders, and Related Conditions: A Systematic Review 探索遗传性疾病及相关病症背景下的隐马尔可夫模型:系统回顾
IF 4.6 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-07-05 DOI: 10.11648/j.acm.20241304.11
Mouhamadou Djima Baranon, Patrick G. O. Weke, Judicaël Alladatin, Boni Maxime Ale, A. Langat
The application of Hidden Markov Models (HMMs) in the study of genetic and neurological disorders has shown significant potential in advancing our understanding and treatment of these conditions. This review assesses 77 papers selected from a pool of 1,105 records to evaluate the use of HMMs in disease research. After the exclusion of duplicate and irrelevant records, the papers were analyzed for their focus on HMM applications and regional representation. A notable deficiency was identified in research across regions such as Africa, South America, and Oceania, emphasizing the need for more diverse and inclusive studies in these areas. Additionally, many studies did not adequately address the role of genetic mutations in the onset and progression of these diseases, revealing a critical research gap that warrants further investigation. Future research efforts should prioritize the examination of mutations to deepen our understanding of how these changes impact the development and progression of genetic and neurological disorders. By addressing these gaps, the scientific community can facilitate the development of more effective and personalized treatments, ultimately enhancing health outcomes on a global scale. Overall, this review highlights the importance of HMMs in this area of research and underscores the necessity of broadening the scope of future studies to include a wider variety of geographical regions and a more comprehensive investigation of genetic mutations.
隐马尔可夫模型(HMMs)在遗传和神经系统疾病研究中的应用已显示出巨大的潜力,可促进我们对这些疾病的理解和治疗。本综述从 1,105 条记录中筛选出 77 篇论文,评估 HMM 在疾病研究中的应用。在剔除重复和不相关的记录后,我们分析了这些论文在 HMM 应用和地区代表性方面的侧重点。发现非洲、南美洲和大洋洲等地区的研究存在明显不足,强调需要在这些地区开展更多样化和更具包容性的研究。此外,许多研究没有充分探讨基因突变在这些疾病的发病和发展中的作用,这揭示了一个重要的研究缺口,值得进一步研究。未来的研究工作应优先检查基因突变,以加深我们对这些变化如何影响遗传性和神经性疾病的发生和发展的理解。通过弥补这些差距,科学界可以促进开发更有效的个性化治疗方法,最终改善全球范围内的健康状况。总之,本综述强调了 HMM 在这一研究领域的重要性,并强调了扩大未来研究范围的必要性,以包括更广泛的地理区域和更全面的基因突变调查。
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引用次数: 0
Error Approximation of the Second Order Hyperbolic Differential Equationby Using DG Finite Element Method 利用 DG 有限元法对二阶双曲微分方程进行误差逼近
IF 1 2区 数学 Q1 Mathematics Pub Date : 2024-06-03 DOI: 10.11648/j.acm.20241303.12
Muhammad Islam, Muhammad Hossain
This article presents a simple efficient and asynchronously correcting a posteriori error approximation for discontinuous finite element solutions of the second-order hyperbolic partial differential problems on triangular meshes. This study considersthe basis functions for error spaces corresponding to some finite element spaces. The discretization error of each triangle is estimated by solving the local error problem. It also shows global super convergence for discontinuous solution on triangular lattice. In this article, the triangular elements are classify into three types: (i) elements with one inflow and two outflow edges are of type I, (ii) elements with two inflows and one outflow edges are of type II and (iii) elements with one inflow edge, one outflow edge, and one edge parallel to the characteristics are of type III. The article investigated higher-dimension discontinuous Galerkin methods for hyperbolic problems on triangular meshes and also studied the effect of finite element spaces on the superconvergence properties of DG solutions on three types of triangular elements and it showed that the DG solution is O(hp+2) superconvergent at Legendre points on the outflow edge on triangles having one outflow edge using three polynomial spaces. A posteriori error estimates are tested on a number of linear and nonlinear problems to show their efficiency and accuracy under lattice refinement for smooth and discontinuous solutions.
本文针对三角形网格上二阶双曲偏微分问题的非连续有限元解,提出了一种简单高效且异步修正后验误差的近似方法。本研究考虑了与某些有限元空间相对应的误差空间的基函数。通过求解局部误差问题来估计每个三角形的离散化误差。它还显示了三角形网格上不连续解的全局超收敛性。本文将三角形元素分为三类:(i) 具有一个流入边和两个流出边的元素为 I 类;(ii) 具有两个流入边和一个流出边的元素为 II 类;(iii) 具有一个流入边、一个流出边和一个平行于特征的边的元素为 III 类。文章研究了三角形网格上双曲问题的高维度非连续 Galerkin 方法,还研究了有限元空间对三种三角形元素上 DG 解的超收敛特性的影响,结果表明,在有一个流出边的三角形上,使用三个多项式空间,DG 解在流出边上的 Legendre 点具有 O(hp+2) 的超收敛性。在一些线性和非线性问题上测试了后验误差估计,以显示其在光滑和不连续解的网格细化下的效率和准确性。
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引用次数: 0
Some New Results on Domination and Independent Dominating Set of Some Graphs 关于某些图的支配和独立支配集的一些新结果
IF 1 2区 数学 Q1 Mathematics Pub Date : 2024-05-10 DOI: 10.11648/j.acm.20241303.11
Basma Mohamed, Mohammed Badawy
One area of graph theory that has been studied in great detail is dominance in graphs. Applications for dominating sets are numerous. In wireless networking, dominant sets are used to find effective paths inside ad hoc mobile networks. They have also been used in the creation of document summaries and safe electrical grid systems. A set SV is said to be dominating set of G if for every v є V-S there exists a vertex u є S such that uv є E. The dominance number of G, represented by γ(G), is the lowest cardinality of vertices among the dominating set of G. A classic NP-complete decision problem in computational complexity theory determines whether, given a graph G and input K, γ(G) ≤ K. This is known as the dominating set issue. Consequently, it is thought that calculating γ(G) for each given graph G may not be possible to do with a feasible algorithm. In addition to efficient approximation tactics, there exist efficient exact techniques for various graph classes. If there are no neighboring vertices in a subset S, then SV is an independent set. Additionally, the empty set and the subset with just one vertex are independent. An independent dominating set of G is a set S of vertices in a graph G that is both an independent and a dominating set of G. This paper's primary goal is to investigate the dominance and independent dominating set of many graphs, including the line graph, the alternate triangular belt graph, the bistar graph, the triangular snake graph, and others.
图论的一个研究领域是图中的支配性。支配集的应用非常广泛。在无线网络中,支配集被用于在特设移动网络中寻找有效路径。它们还被用于创建文件摘要和安全电网系统。如果对每一个 vє V-S 都存在一个顶点 uє S,使得 uv є E,那么集合 S⊆V 就被称为 G 的支配集。因此,对于每个给定的图 G,计算 γ(G)可能无法用可行的算法来完成。除了高效的近似策略外,还有针对各种图类的高效精确技术。如果子集 S 中没有相邻顶点,那么 S⊆V 就是一个独立集。此外,空集和只有一个顶点的子集也是独立的。本文的主要目标是研究线图、交替三角带图、双星图、三角蛇图等多种图的支配性和独立支配集。
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引用次数: 0
Soret and Dufour Effects on MHD Fluid Flow Through a Collapssible Tube Using Spectral Based Collocation Method 使用基于光谱的拼合法研究流体流经可折叠管时的索雷特和杜富尔效应
IF 1 2区 数学 Q1 Mathematics Pub Date : 2024-02-28 DOI: 10.11648/j.acm.20241301.12
Victor Kaigalula, Samuel Mutua
This paper examine numerical study for soret and dufour effects on unsteady Newtonian MHD fluid flow with mass and heat transfer in a collapsible elastic tube using Spectral Collocation technique. The objective of the study is to determine the velocity, temperature and concentration profiles together with heat and mass transfer rates. The governing equations are continuity, momentum, energy and concentration equation. The system of nonlinear partial differential equations governing the flow solved numerically by applying collocation method and implemented in MATLAB. The numerical solution of the profiles displayed both by graphically and numerically for different values of the physical parameters. The effects of varying various parameters such as Reynolds number, Hartmann number, Soret number, Dufour number and Prandtl number on velocity, temperature and concentration profiles also the rates of heat and mass transfer are discussed. The findings of this study are important due to its wide range of application including but not limited to medical fields, biological sciences and other physical sciences where collapsible tubes are applied.
本文采用谱系拼合技术,对可折叠弹性管中带有传质和传热的非稳态牛顿 MHD 流体流动的索氏效应和杜富尔效应进行了数值研究。研究的目的是确定速度、温度和浓度曲线以及传热和传质速率。控制方程包括连续性方程、动量方程、能量方程和浓度方程。通过采用配位法对控制流动的非线性偏微分方程系统进行数值求解,并在 MATLAB 中实现。对于不同的物理参数值,曲线的数值解均以图形和数值方式显示。讨论了不同参数(如雷诺数、哈特曼数、索雷特数、杜福尔数和普朗特尔数)对速度、温度和浓度曲线以及传热和传质速率的影响。这项研究的结果非常重要,因为它的应用范围非常广泛,包括但不限于医学领域、生物科学和其他应用可折叠管的物理科学领域。
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引用次数: 0
Trapping Issues for Weight-dependent Walks in the Weighted Extended Cayley Networks 加权扩展 Cayley 网络中取决于权重的行走的陷阱问题
IF 1 2区 数学 Q1 Mathematics Pub Date : 2023-11-01 DOI: 10.11648/j.acm.20231205.12
Dandan Ye, Fei Zhang, Yiteng Qin, Xiaojuan Zhang, Ning Zhang, Jin Qin, Wei Chen, Yingze Zhang
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引用次数: 0
Closed-form formulas, determinantal expressions, recursive relations, power series, and special values of several functions used in Clark–İsmail’s two conjectures 封闭式公式、行列式表达、递推关系、幂级数和克拉克-伊斯梅尔两个猜想中使用的几个函数的特殊值
IF 1 2区 数学 Q1 Mathematics Pub Date : 2023-10-19 DOI: 10.30546/1683-6154.22.4.2023.443
Yan-Fang Li, D. Lim, Feng Qi
In the paper, by virtue of the famous formula of Fa`a di Bruno, with the aid of several identities of partial Bell polynomials, by means of a formula for derivatives of the ratio of two differentiable functions, and with availability of other techniques, the authors establish closed-form formulas in terms of the Bernoulli numbers and the second kind Stirling numbers, present determinantal expressions, derive recursive relations, obtain power series, and compute special values of the function $frac{v^j}{1-operatorname{e}^{-v}}$, its derivatives, and related ones used in Clark--Ismail's two conjectures. By these results, the authors also discover a formula for the determinant of a Hessenberg matrix and derive logarithmic convexity of a sequence related to the function and its derivatives.
在这篇论文中,作者通过 Fa`a di Bruno 的著名公式,借助贝尔局部多项式的几个等式,通过两个可微分函数之比导数的公式,并利用其他技术、作者建立了伯努利数和第二类斯特林数的闭式公式,提出了行列式表达式,推导了递推关系,获得了幂级数,并计算了函数 $/frac{v^j}{1-operatorname{e}^{-v}}$、其导数以及克拉克-伊斯梅尔的两个猜想中使用的相关导数的特殊值。通过这些结果,作者还发现了海森堡矩阵的行列式公式,并推导出与函数及其导数相关的序列的对数凸性。
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引用次数: 0
Lagrange-type Algebraic Minimal Bivariate Fractal Interpolation Formula 拉格朗日型代数极小二元分形插值公式
2区 数学 Q1 Mathematics Pub Date : 2023-09-25 DOI: 10.11648/j.acm.20231205.11
Ildikó Somogyi, Anna Soós
Fractal interpolation methods became an important method in data processing, even for functions with abrupt changes. In the last few decades it has attracted several authors because it can be applied in various fields. The advantage of these methods are that we can generalize the classical approximation methods and also we can combine these methods for example with Lagrange interpolation, Hermite interpolation or spline interpolation. The classical Lagrange interpolation problem give the construction of a suitable approximate function based on the values of the function on given points. These method was generalized for more than one variable functions. In this article we generalize the so-called algebraic maximal Lagrange interpolation formula in order to approximate functions on a rectangular domain with fractal functions. The construction of the fractal function is made with a so-called iterated function system. This method it has the advantage that all classical methods can be obtained as a particular case of a fractal function. We also use the construction for a polynomial type fractal function and we proof that the Lagrange-type algebraic minimal bivariate fractal function satisfies the required interpolation conditions. Also we give a delimitation of the error, using the result regarding the error of a polynomial fractal interpolation function.
分形插值方法已成为数据处理的重要方法,即使对于具有突变的函数也是如此。在过去的几十年里,它吸引了许多作者,因为它可以应用于各个领域。这些方法的优点是我们可以推广经典的近似方法,也可以将这些方法与拉格朗日插值,埃尔米特插值或样条插值结合起来。经典的拉格朗日插值问题是根据函数在给定点上的值构造一个合适的近似函数。该方法可推广到多变量函数。本文推广了所谓的代数极大拉格朗日插值公式,以便用分形函数近似矩形域上的函数。分形函数是用一种所谓的迭代函数系统来构造的。该方法的优点是所有经典方法都可以作为分形函数的一个特例得到。利用多项式型分形函数的构造,证明了拉格朗日型代数极小二元分形函数满足插值条件。利用多项式分形插值函数误差的结果,给出了误差的定界。
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引用次数: 0
A q-Operational Equation for Carlitz’s q-Operators with Some Applications Carlitz q算子的q-运算方程及其应用
IF 1 2区 数学 Q1 Mathematics Pub Date : 2023-07-21 DOI: 10.11648/j.acm.20231204.12
Jianbing Cao, Cheng Zhang, S. Arjika
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引用次数: 0
A Fiedler’s Approach to LINEX Intuitionistic Fuzzy C-means Clustering Induced Spectral Initialization for Data Analysis 用于数据分析的 LINEX 直觉模糊 C-means 聚类诱导光谱初始化的费德勒方法
IF 1 2区 数学 Q1 Mathematics Pub Date : 2023-07-21 DOI: 10.11648/j.acm.20231204.11
M. Nithya, K. Bhuvaneswari, S. Senthil
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引用次数: 0
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Applied and Computational Mathematics
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