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A comprehensive review on software comprehension models 软件理解模型的综合综述
IF 0.3 Q4 Mathematics Pub Date : 2020-01-01 DOI: 10.33039/ami.2020.07.007
A. Fekete, Z. Porkoláb
Software comprehension is one of the most important among software development tasks since most developers do not start a brand new software every time they switch jobs or get transferred from one project to another but join long-running software projects. Every experienced and expert developer has their own established methods of understanding complex software systems. These methods might be different for everyone but they still have common aspects by which multiple well-defined code comprehension models can be constructed. Furthermore, the degree of understanding of a software can be categorized as well, according to the ability of the programmer to mod-ify or develop a certain part of the software system. This paper is intended to provide a review of the cognitive software comprehension models established by extensive research in this topic as well as describe the dimensions of understanding software. It also determines the editor support of cognition models by examining common editor functionalities and categorizing code editors based on the availability of functionalities of each cognition approach.
软件理解是软件开发任务中最重要的任务之一,因为大多数开发人员不是每次换工作或从一个项目转到另一个项目时都开始一个全新的软件,而是加入长期运行的软件项目。每个经验丰富的专家开发人员都有自己的方法来理解复杂的软件系统。这些方法对每个人来说可能不同,但它们仍然具有共同的方面,可以通过这些方面构造多个良好定义的代码理解模型。此外,对软件的理解程度也可以根据程序员修改或开发软件系统某一部分的能力进行分类。本文旨在回顾在这一主题的广泛研究中建立的认知软件理解模型,并描述理解软件的维度。它还通过检查常见的编辑器功能,并根据每种认知方法的功能可用性对代码编辑器进行分类,从而确定对认知模型的编辑器支持。
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引用次数: 6
Convergence of positive series and ideal convergence 正级数的收敛性与理想收敛性
IF 0.3 Q4 Mathematics Pub Date : 2020-01-01 DOI: 10.33039/ami.2020.05.005
V. Baláž, Kálmán Liptai, János Tóth T., T. Visnyai
Let ℐ ⊆ 2 N be an admissible ideal, we say that a sequence ( 𝑥 𝑛 ) of real numbers ℐ− converges to a number 𝐿 , and write ℐ − lim 𝑥 𝑛 = 𝐿 , if for each 𝜀 > 0 the set 𝐴 𝜀 = { 𝑛 : | 𝑥 𝑛 − 𝐿 | ≥ 𝜀 } belongs to the ideal ℐ . In this paper we discuss the relation ship between convergence of positive series and the convergence properties of the summand sequence. Concretely, we study the ideals ℐ having the following property as well:
让ℐ⊆2 N是一个容许理想,我们说一个序列(𝑥𝑛)的实数ℐ−𝐿收敛于一个数字,和写ℐ−lim𝑥𝑛=𝐿,如果每个𝜀> 0集𝐴𝜀={𝑛:|𝑥𝑛−𝐿|≥𝜀}属于理想ℐ。讨论了正级数的收敛性与和数列的收敛性之间的关系。具体来说,我们研究了具有以下性质的理想:
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引用次数: 0
A sum of negative degrees of the gaps values in 2 and 3-generated numerical semigroups 2生成和3生成的数值半群中间隙值的负度数之和
IF 0.3 Q4 Mathematics Pub Date : 2020-01-01 DOI: 10.33039/ami.2020.08.001
L. Fel, T. Komatsu, A. I. Suriajaya
We show explicit expressions for an inverse power series over the gaps values of numerical semigroups generated by two and three integers. As an application, a set of identities of the Hurwitz zeta functions is derived.
给出了由两个整数和三个整数生成的数值半群的间隙值上的逆幂级数的显式表达式。作为应用,导出了一组Hurwitz zeta函数的恒等式。
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引用次数: 6
Fuzzification of training data class membership binary values for neural network algorithms 神经网络算法训练数据类隶属度二值的模糊化
IF 0.3 Q4 Mathematics Pub Date : 2020-01-01 DOI: 10.33039/ami.2020.10.001
T. Tajti
We propose an algorithm improvement for classifying machine learning algorithms with the fuzzification of training data binary class membership values. This method can possibly be used to correct the training data output values during the training. The proposed modification can be used for algorithms running individual learners and also as an ensemble method for multiple learners for better performance. For this purpose, we define the single and the ensemble variants of the algorithm. Our experiment was done using convolutional neural network (CNN) classifiers for the base of our proposed method, however, these techniques might be used for other machine learning classifiers as well, which produce fuzzy output values. This fuzzification starts with using the original binary class membership values given in the dataset. During training these values are modified with the current knowledge of the machine learning algorithm.
本文提出了一种基于训练数据二分类隶属度模糊化的机器学习算法的改进算法。这种方法可以在训练过程中对训练数据的输出值进行校正。所提出的改进可以用于运行单个学习器的算法,也可以作为多个学习器的集成方法以获得更好的性能。为此,我们定义了该算法的单个变量和集成变量。我们的实验使用卷积神经网络(CNN)分类器作为我们提出的方法的基础,然而,这些技术也可以用于其他机器学习分类器,这些分类器产生模糊输出值。这种模糊化从使用数据集中给出的原始二进制类成员值开始。在训练过程中,使用机器学习算法的当前知识修改这些值。
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引用次数: 5
Combinatorial sums associated with balancing and Lucas-balancing polynomials 与平衡多项式和卢卡斯平衡多项式相关的组合和
IF 0.3 Q4 Mathematics Pub Date : 2020-01-01 DOI: 10.33039/ami.2020.10.002
Frontczak Robert, Goy Taras
The aim of the paper is to use some identities involving binomial coefficients to derive new combinatorial identities for balancing and Lucasbalancing polynomials. Evaluating these identities at specific points, we can also establish some combinatorial expressions for Fibonacci and Lucas numbers.
本文的目的是利用一些涉及二项式系数的恒等式,推导出平衡多项式和卢卡斯平衡多项式的新的组合恒等式。计算这些恒等式在特定点上的值,我们也可以建立斐波那契数和卢卡斯数的一些组合表达式。
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引用次数: 3
Indoor localization simulation framework for optimized sensor placement to increase the position estimation accuracy 室内定位仿真框架,优化传感器放置,提高位置估计精度
IF 0.3 Q4 Mathematics Pub Date : 2020-01-01 DOI: 10.33039/ami.2020.07.002
Ádám Kaló, Zoltán Kincses, Laszlo Schaffer, Szilveszter Pletl
Indoor position estimation is an important part of any indoor application which contains object tracking or environment mapping. Many indoor localization techniques (Angle of Arrival – AoA, Time of Flight – ToF, Return Time of Flight – RToF, Received Signal Strength Indicator – RSSI) and technologies (WiFi, Ultra Wideband – UWB, Bluetooth, Radio Frequency Identification Device – RFID) exist which can be applied to the indoor localization problem. Based on the measured distances (with a chosen technique), the position of the object can be estimated using several mathematical methods. The precision of the estimated position crucially depends on the placement of the anchors, which makes the position estimate less reliable. In this paper a simulation framework is presented, which uses genetic algorithm and the multilateral method to determine an optimal anchor placement for a given pathway in an indoor environment. In order to make the simulation more realistic, the error characteristics of the DWM1001 UWB ranging module were measured and implemented in the simulation framework. Using the proposed framework, various measurements with an optimal and with a reference anchor placement were carried out. The results show that using an optimal anchor placement, a higher position estimation accuracy can be achieved.
室内位置估计是任何包含目标跟踪或环境映射的室内应用的重要组成部分。许多室内定位技术(到达角- AoA、飞行时间- ToF、返回时间- RToF、接收信号强度指示器- RSSI)和技术(WiFi、超宽带- UWB、蓝牙、射频识别设备- RFID)都可以应用于室内定位问题。根据测量的距离(使用选定的技术),可以使用几种数学方法估计物体的位置。估计位置的精度主要取决于锚点的位置,这使得位置估计不太可靠。本文提出了一个模拟框架,该框架使用遗传算法和多边方法来确定室内环境中给定路径的最佳锚点位置。为了使仿真更加逼真,在仿真框架中对DWM1001超宽带测距模块的误差特性进行了测量和实现。利用所提出的框架,进行了具有最佳和参考锚位置的各种测量。结果表明,采用最优锚点布置可以获得较高的位置估计精度。
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引用次数: 0
Generalisation of the rainbow neighbourhood number and 𝑘-jump colouring of a graph 彩虹邻域数的推广和𝑘-jump图的着色
IF 0.3 Q4 Mathematics Pub Date : 2020-01-01 DOI: 10.33039/ami.2020.02.003
J. Kok, S. Naduvath, E. Mphako-Banda
In this paper, the notions of rainbow neighbourhood and rainbow neighbourhood number of a graph are generalised and further to these generalisations, the notion of a proper 𝑘 -jump colouring of a graph is also introduced. The generalisations follow from the understanding that a closed 𝑘 neighbourhood of a vertex 𝑣 ∈ 𝑉 ( 𝐺 ) denoted, 𝑁 𝑘 [ 𝑣 ] is the set, 𝑁 𝑘 [ 𝑣 ] = { 𝑢 : 𝑑 ( 𝑣, 𝑢 ) ≤ 𝑘, 𝑘 ∈ N and 𝑘 ≤ 𝑑𝑖𝑎𝑚 ( 𝐺 ) } . If the closed 𝑘 -neighbourhood 𝑁 𝑘 [ 𝑣 ] contains at least one of each colour of the chromatic colour set, we say that 𝑣 yields a 𝑘 -rainbow neighbourhood.
本文推广了图的彩虹邻域和彩虹邻域数的概念,并在此基础上引入了图的适当𝑘跳色的概念。一概而论遵循从一个封闭的理解𝑘附近的一个顶点𝑣∈𝑉(𝐺)表示,𝑁𝑘(𝑣)是一组,𝑁𝑘[𝑣]={𝑢:𝑑(𝑣𝑢)≤𝑘,𝑘∈N和𝑘≤𝑑𝑖𝑎𝑚(𝐺)}。如果封闭的𝑘-邻域𝑘[𝑣]包含彩色颜色集的每种颜色中的至少一种,我们说𝑣产生一个𝑘-彩虹邻域。
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引用次数: 0
Fibonacci numbers which are products of two balancing numbers 斐波那契数是两个平衡数的乘积
IF 0.3 Q4 Mathematics Pub Date : 2019-06-26 DOI: 10.33039/AMI.2019.06.001
F. Erduvan, R. Keskin
The Fibonacci sequence (Fn) is defined by F0 = 0, F1 = 1 and Fn = Fn−1 + Fn−2 for n ≥ 2. The balancing number sequence (Bn) is defined by B0 = 0, B1 = 1 and Bn = 6Bn−1 − Bn−2 for n ≥ 2. In this paper, we find all Fibonacci numbers which are products of two balancing numbers. Also we found all balancing numbers which are products of two Fibonacci numbers. More generally, taking k,m,m as positive integers, it is proved that Fk = BmBn implies that (k,m, n) = (1, 1, 1), (2, 1, 1) and Bk = FmFn implies that (k,m, n) = (1, 1, 1), (1, 1, 2), (1, 2, 2), (2, 3, 4).
当n≥2时,Fibonacci序列Fn定义为F0 = 0, F1 = 1, Fn = Fn−1 + Fn−2。平衡数列Bn定义为:当n≥2时,B0 = 0, B1 = 1, Bn = 60 - 1 - Bn - 2。在本文中,我们找到了两个平衡数乘积的所有斐波那契数。我们还找到了所有的平衡数它们是两个斐波那契数的乘积。更一般地,取k,m,m为正整数,证明了Fk = BmBn意味着(k,m, n) = (1,1,1), (2,1,1), Bk = FmFn意味着(k,m, n) =(1,1,1),(1,1,2),(1,2,2),(2,3,4)。
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引用次数: 2
Arithmetic subderivatives and Leibniz-additive functions 算术子导数和莱布尼兹加性函数
IF 0.3 Q4 Mathematics Pub Date : 2019-01-08 DOI: 10.33039/ami.2019.03.003
J. Merikoski, P. Haukkanen, T. Tossavainen
We first introduce the arithmetic subderivative of a positive integer with respect to a non-empty set of primes. This notion generalizes the concepts of the arithmetic derivative and arithmetic partial derivative. More generally, we then define that an arithmetic function $f$ is Leibniz-additive if there is a nonzero-valued and completely multiplicative function $h_f$ satisfying $f(mn)=f(m)h_f(n)+f(n)h_f(m)$ for all positive integers $m$ and $n$. We study some basic properties of such functions. For example, we present conditions when an arithmetic function is Leibniz-additive and, generalizing well-known bounds for the arithmetic derivative, establish bounds for a Leibniz-additive function.
首先引入正整数对非空素数集的算术次导数。这个概念推广了算术导数和算术偏导数的概念。更一般地,如果存在一个非零值的完全乘法函数$h_f$满足$f(mn)=f(m)h_f(n)+f(n)h_f(m)$对于所有正整数$m$和$n$,我们定义一个算术函数$f$是莱布尼兹可加性的。我们研究了这类函数的一些基本性质。例如,我们给出了算术函数是莱布尼兹可加性的条件,并推广了已知的算术导数的界,建立了莱布尼兹可加性函数的界。
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引用次数: 6
Surfaces with constant extrinsically Gaussian curvature in the Heisenberg group 海森堡群中具有恒定外高斯曲率的曲面
IF 0.3 Q4 Mathematics Pub Date : 2019-01-01 DOI: 10.33039/ami.2019.01.001
L. Belarbi
In this work we study constant extrinsically Gaussian curvature translation surfaces in the 3-dimensional Heisenberg group which are invariant under the 1-parameter groups of isometries.
本文研究了三维Heisenberg群中的恒定外高斯曲率平移曲面,这些曲面在等距的1参数群下是不变的。
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引用次数: 2
期刊
Annales Mathematicae et Informaticae
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