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Weight Optimization Decision Algorithm in (p,q)-Rung Probabilistic Hesitant Orthopair Fuzzy Environments (p,q)阶概率犹豫正交模糊环境下的权重优化决策算法
3区 综合性期刊 Q1 Mathematics Pub Date : 2023-11-10 DOI: 10.3390/sym15112043
Jinyan Bao, Xiangzhi Kong
Aiming at the fuzzification of a decision environment and the challenge of determining the weights associated with the interaction among decision-makers, this study offers an original method for (p,q)-rung probabilistic hesitant orthopair fuzzy multi-objective group decision-making, which is founded on the weight optimization principle. Firstly, the notion of a probabilistic hesitant fuzzy set is expanded to a (p,q)-rung. Secondly, the determination of subjective and objective weights is accomplished through the utilization of the Analytic Network Process (ANP) and the Entropy Method. According to the degree of deviation and dispersion of each weight, an optimal objective function is constructed, and the neural network is used to iteratively solve for the best scheme of the comprehensive weight. Subsequently, the Elimination Et Choice Translating Reality (ELECTRE) approach was refined and applied to decision-making in the (p,q)-rung probabilistic hesitant orthopair fuzzy environment. Finally, comparative analysis was used to demonstrate the new method’s effectiveness and superiority.
针对决策环境的模糊化和决策者之间相互作用所带来的权重确定难题,提出了一种基于权重优化原理的(p,q)阶概率犹豫型模糊多目标群体决策的新颖方法。首先,将概率犹豫模糊集的概念扩展为a (p,q)-rung。其次,利用网络分析过程(ANP)和熵值法确定主客观权重;根据各权重的偏离度和离散度,构造最优目标函数,利用神经网络迭代求解综合权重的最佳方案。在此基础上,对消除选择转换现实(ELECTRE)方法进行了改进,并将其应用于(p,q)阶概率犹豫型模糊环境下的决策。最后通过对比分析验证了新方法的有效性和优越性。
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引用次数: 0
Scheduling Scientific Workflow in Multi-Cloud: A Multi-Objective Minimum Weight Optimization Decision-Making Approach 多云环境下科学工作流调度:一种多目标最小权优化决策方法
3区 综合性期刊 Q1 Mathematics Pub Date : 2023-11-10 DOI: 10.3390/sym15112047
Mazen Farid, Heng Siong Lim, Chin Poo Lee, Rohaya Latip
One of the most difficult aspects of scheduling operations on virtual machines in a multi-cloud environment is determining a near-optimal permutation. This task requires assigning various computing jobs with competing objectives to a collection of virtual machines. A significant number of NP-hard problem optimization methods employ multi-objective algorithms. As a result, one of the most successful criteria for discovering the best Pareto solutions is Pareto dominance. In this study, the Pareto front is calculated using a novel multi-objective minimum weight approach. In particular, we use particle swarm optimization (PSO) to expand the FR-MOS multi-objective scheduling algorithm by using fuzzy resource management to maximize variety and obtain optimal Pareto convergence. The competing objectives include reliability, cost, utilization of resources, risk probability, and time makespan. Most of the previous studies provide numerous symmetry or equivalent solutions as trade-offs for different objectives, and selecting the optimum solution remains an issue. We propose a novel decision-making strategy named minimum weight optimization (MWO). Multi-objective algorithms use this method to select a set of permutations that provide the best trade-off between competing objectives. MWO is a suitable choice for attaining all optimal solutions, where both the needs of consumers and the interests of service providers are taken into consideration. (MWO) aims to find the best solution by comparing alternative weights, narrowing the search for an optimal solution through iterative refinement. We compare our proposed method to five distinct decision-making procedures using common scientific workflows with competing objectives: Pareto dominance, multi-criteria decision-making (MCDM), linear normalization I, linear normalization II, and weighted aggregated sum product assessment (WASPAS). MWO outperforms these strategies according to the results of this study.
在多云环境中,调度虚拟机上的操作最困难的一个方面是确定接近最优的排列。此任务需要将具有竞争目标的各种计算作业分配给一组虚拟机。大量的np困难问题优化方法采用多目标算法。因此,发现最佳帕累托解决方案的最成功标准之一是帕累托优势。在本研究中,使用一种新颖的多目标最小权值方法计算帕累托前沿。特别地,我们利用粒子群优化(PSO)对FR-MOS多目标调度算法进行扩展,利用模糊资源管理使品种最大化并获得最优Pareto收敛。竞争目标包括可靠性、成本、资源利用率、风险概率和时间跨度。大多数先前的研究提供了许多对称或等效的解决方案作为不同目标的权衡,选择最优解决方案仍然是一个问题。提出了一种新的决策策略——最小权值优化。多目标算法使用这种方法在竞争目标之间选择一组提供最佳权衡的排列。在兼顾消费者的需要和服务提供者的利益的情况下,MWO是达到所有最优解决方案的合适选择。(MWO)的目的是通过比较备选权值来找到最佳解,通过迭代细化来缩小最优解的搜索范围。我们将我们提出的方法与五种不同的决策过程进行比较,这些决策过程使用具有竞争目标的常见科学工作流程:帕累托支配、多标准决策(MCDM)、线性归一化I、线性归一化II和加权总和产品评估(WASPAS)。根据本研究的结果,MWO优于这些策略。
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引用次数: 0
Bipolar Fuzzy Multi-Criteria Decision-Making Technique Based on Probability Aggregation Operators for Selection of Optimal Artificial Intelligence Framework 基于概率聚合算子的双极模糊多准则决策技术优选人工智能框架
3区 综合性期刊 Q1 Mathematics Pub Date : 2023-11-10 DOI: 10.3390/sym15112045
Yanhua Chen, Ubaid ur Rehman, Tahir Mahmood
Artificial intelligence (AI) frameworks are essential for development since they offer pre-built tools and libraries that speed up and simplify the production of AI models, leveraging symmetry to save time and effort. They guarantee effective computing by modifying code for particular hardware, facilitating quicker testing and deployment. The identification of a suitable and optimal AI framework for development is a multi-criteria decision-making (MCDM) dilemma, where the considered AI frameworks for development are evaluated by considering various criteria and these criteria may have dual aspects (positive and negative). Thus, in this manuscript, we diagnosed a technique of MCDM within the bipolar fuzzy set (BFS) for identification and selection of optimal AI framework for development. In this regard, we diagnosed probability aggregation operators (AOs) within BFS, such as probability bipolar fuzzy weighted averaging (P-BFWA), probability bipolar fuzzy ordered weighted averaging (P-BFOWA), immediate probability bipolar fuzzy ordered weighted averaging (IP-BFOWA), probability bipolar fuzzy weighted geometric (P-BFWG), probability bipolar fuzzy ordered weighted geometric (P-BFOWH), and immediate probability bipolar fuzzy ordered weighted geometric (IP-BFOWG) operators. The diagnosed technique would be based on these invented probably AOs. Afterward, in this manuscript, we took a case study and obtained the optimal AI framework for development by employing the diagnosed technique of MCDM. We also investigated the comparison of the devised theory with certain prevailing theories to reveal the dominance and significance of the devised theory.
人工智能(AI)框架对于开发至关重要,因为它们提供了预先构建的工具和库,可以加速和简化人工智能模型的生产,利用对称性节省时间和精力。它们通过修改特定硬件的代码来保证有效的计算,促进更快的测试和部署。确定适合和最佳的人工智能发展框架是一个多标准决策(MCDM)困境,其中考虑的人工智能发展框架是通过考虑各种标准来评估的,这些标准可能具有双重方面(积极和消极)。因此,在本文中,我们在双极模糊集(BFS)中诊断了MCDM技术,用于识别和选择最优的AI开发框架。在这方面,我们诊断了BFS中的概率聚合算子,如概率双极模糊加权平均(P-BFWA)、概率双极模糊有序加权平均(P-BFOWA)、即时概率双极模糊有序加权平均(IP-BFOWA)、概率双极模糊加权几何(P-BFWG)、概率双极模糊有序几何(P-BFOWH)和即时概率双极模糊有序加权几何(IP-BFOWG)算子。诊断技术将基于这些可能发明的AOs。随后,在本文中,我们通过案例研究,利用MCDM诊断技术获得了最优的AI开发框架。我们还研究了设计理论与某些流行理论的比较,以揭示设计理论的主导地位和意义。
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引用次数: 0
Covariant Integral Quantization of the Semi-Discrete SO(3)-Hypercylinder 半离散SO(3)-超柱的协变积分量化
3区 综合性期刊 Q1 Mathematics Pub Date : 2023-11-10 DOI: 10.3390/sym15112044
Jean-Pierre Gazeau, Romain Murenzi
Covariant integral quantization with rotational SO(3) symmetry is established for quantum motion on this group manifold. It can also be applied to Gabor signal analysis on this group. The corresponding phase space takes the form of a discrete-continuous hypercylinder. The central tool for implementing this procedure is the Weyl–Gabor operator, a non-unitary operator that operates on the Hilbert space of square-integrable functions on SO(3). This operator serves as the counterpart to the unitary Weyl or displacement operator used in constructing standard Schrödinger–Glauber–Sudarshan coherent states. We unveil a diverse range of properties associated with the quantizations and their corresponding semi-classical phase-space portraits, which are derived from different weight functions on the considered discrete-continuous hypercylinder. Certain classes of these weight functions lead to families of coherent states. Moreover, our approach allows us to define a Wigner distribution, satisfying the standard marginality conditions, along with its related Wigner transform.
建立了该群流形上量子运动的旋转SO(3)对称协变积分量子化。该方法也可应用于该群体的Gabor信号分析。相应的相空间采用离散-连续超柱的形式。实现这一过程的核心工具是Weyl-Gabor算子,它是一种非酉算子,作用于SO(3)上平方可积函数的Hilbert空间。该算子与用于构造标准Schrödinger-Glauber-Sudarshan相干态的酉Weyl或位移算子相对应。我们揭示了与量化及其相应的半经典相空间肖像相关的各种性质,这些性质是由所考虑的离散-连续超柱上的不同权函数导出的。这些权函数的某些类别导致相干态族。此外,我们的方法允许我们定义一个Wigner分布,满足标准的边际性条件,以及相关的Wigner变换。
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引用次数: 0
Residual Tsallis Entropy and Record Values: Some New Insights 残差Tsallis熵和记录值:一些新的见解
3区 综合性期刊 Q1 Mathematics Pub Date : 2023-11-10 DOI: 10.3390/sym15112040
Mansour Shrahili, Mohamed Kayid
Recently, the uncertainty aspects of record values have been increasingly studied in the literature. In this paper, we study the residual Tsallis entropy of upper record values coming from random samples. In the continuous case, we define the Tsallis entropy quantity for the residual lifetime of upper record values in general distributions as the residual Tsallis entropy of upper record values coming from a uniform distribution. We also obtain a lower bound on the residual Tsallis entropy of upper data set values originating from an arbitrary continuous probability distribution. We also discuss the monotonic property of the residual Tsallis entropy of upper data sets.
近年来,文献对记录值的不确定度进行了越来越多的研究。本文研究了随机样本上记录值的残差Tsallis熵。在连续情况下,我们将一般分布中上部记录值的剩余寿命的Tsallis熵量定义为来自均匀分布的上部记录值的剩余Tsallis熵。我们还得到了源自任意连续概率分布的上数据集值的残差Tsallis熵的下界。讨论了上数据集残差Tsallis熵的单调性。
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引用次数: 0
Third Hankel Determinant for Subclasses of Analytic and m-Fold Symmetric Functions Involving Cardioid Domain and Sine Function 涉及心域和正弦函数的解析函数和m-Fold对称函数子类的第三汉克尔行列式
3区 综合性期刊 Q1 Mathematics Pub Date : 2023-11-10 DOI: 10.3390/sym15112039
Ayman Alahmade, Zeeshan Mujahid, Ferdous M. O. Tawfiq, Bilal Khan, Nazar Khan, Fairouz Tchier
In this research, we define a few subclasses of analytic functions which are connected to sine functions and the cardioid domain in the unit disk. We investigate initial coefficient bounds, the Fekete–Szego problem and second and third Hankel determinants for the functions f belonging to these newly defined classes. We also define the class of m-fold symmetric functions related with the sine function and then investigate the bounds of the third Hankel determinant for twofold symmetric and threefold symmetric functions.
在此研究中,我们定义了几个解析函数的子类,它们与单位圆盘上的正弦函数和心域相联系。我们研究了这些新定义的函数f的初始系数界、Fekete-Szego问题以及第二和第三Hankel行列式。我们还定义了一类与正弦函数相关的m重对称函数,然后研究了两重对称和三重对称函数的第三汉克尔行列式的界。
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引用次数: 0
Proposed Theorems on the Lifts of Kenmotsu Manifolds Admitting a Non-Symmetric Non-Metric Connection (NSNMC) in the Tangent Bundle 切线束中允许非对称非度量连接(NSNMC)的Kenmotsu流形的提定理
3区 综合性期刊 Q1 Mathematics Pub Date : 2023-11-09 DOI: 10.3390/sym15112037
Rajesh Kumar, Lalnunenga Colney, Mohammad Nazrul Islam Khan
The main aim of the proposed paper is to investigate the lifts of Kenmotsu manifolds that admit NSNMC in the tangent bundle. We investigate several properties of the lifts of the curvature tensor, the conformal curvature tensor, and the conharmonic curvature tensor of Kenmotsu manifolds that admit NSNMC in the tangent bundle. We also study and discover that the lift of the Kenmotsu manifold that admit NSNMC is regular in the tangent bundle. Additionally, we find that the data provided by the lift of Ricci soliton on the lift of Ricci semi-symmetric Kenmotsu manifold that admits NSNMC in the tangent bundle are expanding.
本文的主要目的是研究在切线束中允许NSNMC的Kenmotsu流形的提升。我们研究了在切束中允许NSNMC的Kenmotsu流形的曲率张量、共形曲率张量和共调和曲率张量的张量的几个性质。我们还研究并发现了允许NSNMC的Kenmotsu流形的升力在切线束中是正则的。此外,我们还发现Ricci孤子的升力在Ricci半对称Kenmotsu流形的升力上所提供的数据在切束中允许NSNMC的升力上是扩展的。
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引用次数: 0
Assessment of Stochastic Numerical Schemes for Stochastic Differential Equations with “White Noise” Using Itô’s Integral 利用Itô积分评价带有“白噪声”的随机微分方程的随机数值格式
3区 综合性期刊 Q1 Mathematics Pub Date : 2023-11-09 DOI: 10.3390/sym15112038
Alina Bogoi, Cătălina-Ilinca Dan, Sergiu Strătilă, Grigore Cican, Daniel-Eugeniu Crunteanu
Stochastic Differential Equations (SDEs) model physical phenomena dominated by stochastic processes. They represent a method for studying the dynamic evolution of a physical phenomenon, like ordinary or partial differential equations, but with an additional term called “noise” that represents a perturbing factor that cannot be attached to a classical mathematical model. In this paper, we study weak and strong convergence for six numerical schemes applied to a multiplicative noise, an additive, and a system of SDEs. The Efficient Runge–Kutta (ERK) technique, however, comes out as the top performer, displaying the best convergence features in all circumstances, including in the difficult setting of multiplicative noise. This result highlights the importance of researching cutting-edge numerical techniques built especially for stochastic systems and we consider to be of good help to the MATLAB function code for the ERK method.
随机微分方程(SDEs)对随机过程主导的物理现象进行建模。它们代表了一种研究物理现象动态演变的方法,就像常微分方程或偏微分方程一样,但有一个额外的术语叫做“噪声”,它代表了一个不能附加到经典数学模型上的干扰因素。本文研究了六种应用于乘性噪声、加性噪声和SDEs系统的数值格式的弱收敛性和强收敛性。然而,高效龙格-库塔(ERK)技术表现最好,在所有情况下都表现出最好的收敛特征,包括在乘法噪声的困难设置中。这一结果突出了研究专门针对随机系统的前沿数值技术的重要性,我们认为这对ERK方法的MATLAB函数代码有很好的帮助。
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引用次数: 0
Implementation of Finite Element Method Simulation in Control of Additive Manufacturing to Increase Component Strength and Productivity 有限元仿真在增材制造控制中的应用,提高零件强度和生产率
3区 综合性期刊 Q1 Mathematics Pub Date : 2023-11-09 DOI: 10.3390/sym15112036
Miloš Matúš, Peter Križan, Ján Kijovský, Stanislav Strigáč, Juraj Beniak, Ľubomír Šooš
Additive manufacturing (AM) technologies are becoming a global phenomenon in the manufacturing industry. The progressiveness of additive manufacturing lies in its universality. AM makes it possible to produce parts with complex shapes from different materials without any tools, using only one device. Complex and time-consuming production preparation is eliminated by using AM. It is used in a wide range of industries. Although additive manufacturing is a progressive technology, the currently applied conservative approach has significant limits. The presented work focuses on the development of a new methodology for controlling the AM process. This methodology is based on the outputs of the strength simulation of a specific component through the finite element method (FEM) and their implementation in the printing software of the production equipment. The developed algorithm for controlling the AM process consists of a sequence of successive steps. The designed CAD model of the component is subjected to FEM simulation in order to analyze the von Mises stress in the entire volume of the loaded component. Stresses are distributed asymmetrically in the volume of the component due to the shape and nature of the load. The results of the FEM analysis allow the definition of the volumes in the component with different levels of infill geometry and infill density based on different levels of stress. The FEM simulation also serves to define the effective fiber orientation. The goal of implementing FEM simulation into the building structure of the component is to achieve a symmetrical distribution of stresses in the entire volume. Through the symmetry of internal stresses, it is possible to obtain more efficient production with high productivity and component strength. The work also deals with experimental research on the effect of the building structure on flexural strength. The results of FEM simulation and experimental research are integrated into the developed slicer software to design a layering of the model and the setting of technological and material parameters of printing. This progressive approach makes it possible to generate data for 3D printing based on FEM analysis of components to obtain an optimized printed structure of components and optimized technological and material parameters with regard to maximizing the strength of components and minimizing production times and costs.
增材制造(AM)技术正在成为制造业的全球现象。增材制造的先进性在于它的通用性。增材制造可以在不使用任何工具的情况下,仅使用一台设备,从不同的材料生产具有复杂形状的零件。使用增材制造消除了复杂和耗时的生产准备。它被广泛应用于各行各业。虽然增材制造是一项进步的技术,但目前应用的保守方法有很大的局限性。提出的工作重点是开发一种控制增材制造过程的新方法。该方法基于通过有限元法(FEM)对特定部件进行强度模拟的输出,并在生产设备的打印软件中实现。所开发的用于控制AM过程的算法由一系列连续步骤组成。对所设计的构件CAD模型进行有限元仿真,分析加载构件整体内的von Mises应力。由于载荷的形状和性质,应力在部件的体积中分布不对称。有限元分析的结果允许根据不同的应力水平来定义具有不同水平充填几何和充填密度的构件的体积。有限元模拟还用于确定光纤的有效取向。在构件的建筑结构中实施有限元模拟的目标是在整个体积中实现应力的对称分布。通过内应力的对称性,可以获得更高效的生产,具有较高的生产率和构件强度。本文还对建筑结构对抗弯强度的影响进行了实验研究。将有限元模拟和实验研究的结果整合到所开发的切片机软件中,设计了模型分层、打印工艺参数和材料参数的设置。这种渐进的方法使得基于部件有限元分析生成3D打印数据成为可能,从而获得优化的部件打印结构和优化的工艺和材料参数,从而最大化部件的强度,最小化生产时间和成本。
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引用次数: 1
On the Partition Temperature of Massless Particles in High-Energy Collisions 关于高能碰撞中无质量粒子的分割温度
3区 综合性期刊 Q1 Mathematics Pub Date : 2023-11-08 DOI: 10.3390/sym15112035
Wei-Liang Qian, Kai Lin, Rui-Hong Yue, Yogiro Hama, Takeshi Kodama
Although partition temperature derived using the Darwin–Fowler method is exact for simple scenarios, the derivation for complex systems might reside in specific approximations whose viability is not ensured if the thermodynamic limit is not attained. This work elaborates on a related problem relevant to relativistic high-energy collisions. On the one hand, it is simple enough that closed-form expressions can be obtained precisely for the one-particle distribution function. On the other hand, the resulting expression is not an exponential form, and therefore, it is not straightforward that the notion of partition function could be implied. Specifically, we derive the one-particle distribution function for massless particles where the phase-space integration is performed exactly for the underlying canonical ensemble consisting of a given number of particles. We discuss the viability of the partition temperature in this case. Possible implications of the obtained results regarding the observed Tsallis distribution in transverse momentum spectra in high-energy collisions are also addressed.
虽然用达尔文-福勒方法推导出的分区温度对于简单的情况是精确的,但对于复杂系统的推导可能存在于特定的近似中,如果没有达到热力学极限,则无法确保其可行性。这项工作详细阐述了与相对论高能碰撞有关的一个相关问题。一方面,它足够简单,可以精确地得到单粒子分布函数的封闭表达式。另一方面,所得到的表达式不是指数形式,因此,可以隐含配分函数的概念并不简单。具体地说,我们推导了无质量粒子的单粒子分布函数,其中相空间积分是对由给定数量的粒子组成的底层正则系综精确地进行的。在这种情况下,我们讨论隔板温度的生存能力。本文还讨论了在高能碰撞中观察到的横向动量谱中Tsallis分布的可能含义。
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引用次数: 0
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