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Five-Element Cycle Optimization Algorithm Based on an Integrated Mutation Operator for the Traveling Thief Problem 基于综合突变算子的旅行小偷问题五要素循环优化算法
Pub Date : 2024-09-04 DOI: 10.3390/sym16091153
Yue Xiang, Jingjing Guo, Zhengyan Mao, Chao Jiang, Mandan Liu
This paper presents a novel algorithm named Five-element Cycle Integrated Mutation Optimization (FECOIMO) for solving the Traveling Thief Problem (TTP). The algorithm introduces a five-element cycle structure that integrates various mutation operations to enhance both global exploration and local exploitation capabilities. In experiments, FECOIMO was extensively tested on 39 TTP instances of varying scales and compared with five common metaheuristic algorithms: Enhanced Simulated Annealing (ESA), Improved Grey Wolf Optimization Algorithm (IGWO), Improved Whale Optimization Algorithm (IWOA), Genetic Algorithm (GA), and Profit-Guided Coordination Heuristic (PGCH). The experimental results demonstrate that FECOIMO outperforms the other algorithms across all instances, particularly excelling in large-scale instances. The results of the Friedman test show that FECOIMO significantly outperforms other algorithms in terms of average solution, maximum solution, and solution standard deviation. Additionally, although FECOIMO has a longer execution time, its complexity is comparable to that of other algorithms, and the additional computational overhead in solving complex optimization problems translates into better solutions. Therefore, FECOIMO has proven its effectiveness and robustness in handling complex combinatorial optimization problems.
本文提出了一种名为 "五元循环集成突变优化(FECOIMO)"的新算法,用于解决旅行小偷问题(TTP)。该算法引入了五元循环结构,整合了各种突变操作,以增强全局探索和局部利用能力。在实验中,FECOIMO 在 39 个不同规模的 TTP 实例上进行了广泛测试,并与五种常见的元启发式算法进行了比较:增强模拟退火算法(ESA)、改进灰狼优化算法(IGWO)、改进鲸鱼优化算法(IWOA)、遗传算法(GA)和利润引导协调启发式(PGCH)。实验结果表明,在所有实例中,FECOIMO 都优于其他算法,尤其是在大规模实例中。弗里德曼测试结果表明,FECOIMO 在平均解、最大解和解的标准偏差方面明显优于其他算法。此外,虽然 FECOIMO 的执行时间较长,但其复杂性与其他算法相当,而且在解决复杂优化问题时,额外的计算开销可以转化为更好的解决方案。因此,FECOIMO 已证明其在处理复杂组合优化问题时的有效性和稳健性。
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引用次数: 0
Explicit form for the Most General Lorentz Transformation Revisited 最一般洛伦兹变换的显式再探讨
Pub Date : 2024-09-04 DOI: 10.3390/sym16091155
Howard E. Haber
Explicit formulae for the 4×4 Lorentz transformation matrices corresponding to a pure boost and a pure three-dimensional rotation are very well known. Significantly less well known is the explicit formula for a general Lorentz transformation with arbitrary non-zero boost and rotation parameters. We revisit this more general formula by presenting two different derivations. The first derivation (which is somewhat simpler than previous ones appearing in the literature) evaluates the exponential of a 4×4 real matrix A, where A is a product of the diagonal matrix diag(+1,−1,−1,−1) and an arbitrary 4×4 real antisymmetric matrix. The formula for expA depends only on the eigenvalues of A and makes use of the Lagrange interpolating polynomial. The second derivation exploits the observation that the spinor product η†σ¯μχ transforms as a Lorentz four-vector, where χ and η are two-component spinors. The advantage of the latter derivation is that the corresponding formula for a general Lorentz transformation Λ reduces to the computation of the trace of a product of 2×2 matrices. Both computations are shown to yield equivalent expressions for Λ.
与纯升压和纯三维旋转相对应的 4×4 洛伦兹变换矩阵的明确公式已广为人知。但对于具有任意非零升压和旋转参数的一般洛伦兹变换的明确公式,则鲜为人知。我们通过介绍两种不同的推导来重温这个更一般的公式。第一种推导(比以前文献中出现的推导简单一些)是对 4×4 实矩阵 A 的指数进行求值,其中 A 是对角矩阵 diag(+1,-1,-1,-1) 与任意 4×4 实非对称矩阵的乘积。expA 公式只取决于 A 的特征值,并利用了拉格朗日内插多项式。第二种推导利用了旋量积η†σ¯μχ变换为洛伦兹四矢量的观察结果,其中χ和η是双分量旋量。后一种推导的优势在于,一般洛伦兹变换Λ的相应公式简化为计算 2×2 矩阵乘积的迹。这两种计算方法都能得到等效的Λ表达式。
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引用次数: 0
Symmetry-Based Urban Rail Transit Network Planning Using Two-Stage Robust Optimization 利用两阶段稳健优化进行基于对称性的城市轨道交通网络规划
Pub Date : 2024-09-04 DOI: 10.3390/sym16091149
Zhaoguo Huang, Changxi Ma
To address the symmetry-related resilience issues of stations and lines in urban rail transit networks, we propose a two-stage robust optimization-based approach for urban rail transit network planning. In this context, resilience is conceptualized as the ability of the network to maintain its operational symmetry under normal and disruptive conditions. Firstly, we used passenger flow distributions as decision variables to construct a two-stage symmetry-based urban rail transit network planning model, aiming to simultaneously minimize the total cost and total operating time of the network while preserving its functional symmetry. Secondly, we designed a hybrid evolutionary algorithm with chromosomes having a two-layer encoding structure, where the Niched Pareto Genetic Algorithm served as the main algorithmic framework, and a Large Neighborhood Search mechanism was designed to optimize the connectivity gene layer of individuals, ensuring the symmetry of network connectivity. Finally, we conducted computational verification on randomly generated instances to confirm the effectiveness of the model and algorithm. The experimental results demonstrated that our method could find two sets of Pareto optimal solutions for cost preference and time preference, thereby preserving the operational symmetry of the network under normal and damaged conditions, as well as reducing the total operating time. This effectively improved the overall efficiency and resilience of the network. Our designed hybrid evolutionary algorithm converged to satisfactory objective values in the early iterations, exhibiting strong search and optimization performance and effectively solving the two-stage symmetry-based urban rail transit network planning model.
为了解决城市轨道交通网络中与车站和线路对称性相关的弹性问题,我们提出了一种基于两阶段稳健优化的城市轨道交通网络规划方法。在此背景下,弹性被概念化为网络在正常和干扰条件下保持运营对称性的能力。首先,我们将客流分布作为决策变量,构建了一个基于两阶段对称性的城市轨道交通网络规划模型,旨在同时最小化网络的总成本和总运营时间,并保持其功能对称性。其次,我们设计了一种染色体具有两层编码结构的混合进化算法,其中尼切帕累托遗传算法作为主要算法框架,并设计了大邻域搜索机制来优化个体的连接基因层,确保网络连接的对称性。最后,我们对随机生成的实例进行了计算验证,以确认模型和算法的有效性。实验结果表明,我们的方法可以找到成本偏好和时间偏好的两组帕累托最优解,从而保持了网络在正常和受损条件下的运行对称性,并减少了总运行时间。这有效提高了网络的整体效率和弹性。我们设计的混合进化算法在早期迭代中就收敛到了满意的目标值,表现出很强的搜索和优化性能,有效地解决了基于两阶段对称性的城市轨道交通网络规划模型。
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引用次数: 0
Exploring Properties and Applications of Laguerre Special Polynomials Involving the Δh Form 探索涉及 Δh 形式的拉盖尔特殊多项式的性质和应用
Pub Date : 2024-09-04 DOI: 10.3390/sym16091154
Noor Alam, Shahid Ahmad Wani, Waseem Ahmad Khan, Fakhredine Gassem, Anas Altaleb
The primary objective of this research is to introduce and investigate novel polynomial variants termed Δh Laguerre polynomials. This unique polynomial type integrates the monomiality principle alongside operational rules. Through this innovative approach, the study delves into uncharted territory, unveiling fresh insights that build upon prior research endeavours. Notably, the Δh Laguerre polynomials exhibit significant utility in the realm of quantum mechanics, particularly in the modelling of entropy within quantum systems. The research meticulously unveils explicit formulas and elucidates the fundamental properties of these polynomials, thereby forging connections with established polynomial categories. By shedding light on the distinct characteristics and functionalities of the Δh Laguerre polynomials, this study contributes significantly to their comprehension and application across diverse mathematical and scientific domains.
这项研究的主要目的是介绍和研究被称为 Δh 拉盖尔多项式的新型多项式变体。这种独特的多项式类型将单项式原理与运算规则融为一体。通过这种创新方法,本研究进入了一个未知领域,揭示了建立在先前研究基础上的新见解。值得注意的是,Δh 拉盖尔多项式在量子力学领域,特别是在量子系统内的熵建模方面,表现出了重要的实用性。研究细致地揭示了这些多项式的明确公式,阐明了其基本性质,从而与已有的多项式类别建立了联系。通过揭示 Δh 拉盖尔多项式的显著特点和功能,本研究对它们在不同数学和科学领域的理解和应用做出了重大贡献。
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引用次数: 0
Local-Energy-Conservation-Based Decomposition Method for Wall Friction and Heat Flux 基于局部能量守恒的墙面摩擦和热通量分解法
Pub Date : 2024-09-04 DOI: 10.3390/sym16091147
Mingzhi Tang, Wenfeng Zhou, Yanchao Hu, Gang Wang, Yanguang Yang
A novel decomposition method that adheres to both local time translation symmetry and spatial rotational symmetry is proposed in this study, thereby extending the limitations of existing methods, which are typically restricted to quasi-two-dimensional configurations. Grounded in the FIK and RD identities, this method provides a clear physical and reliable interpretation suitable for arbitrary-curvature profiles. Utilizing this method, an analysis of the aerothermodynamic characteristics of the bistable states of curved compression ramp flows was conducted. The results reveal that the generation of undisturbed and peak Cf is dominated by viscous dissipation. Specifically, flow separation happens when all of the energy input from the work exerted by the adverse pressure gradient (APG) is insufficient to be entirely converted into local viscous dissipation and kinetic energy. Furthermore, the propensity for flow separation at higher wall temperatures is firstly elucidated quantitatively from the perspective of the work by the APG. The peak heat flux is predominantly triggered by the work of viscous stress, with the secondary contribution from energy transport playing a more significant role in the generation of the peak heat flux of the separation state than that of the attachment state.
本研究提出了一种既遵守局部时间平移对称性又遵守空间旋转对称性的新型分解方法,从而扩展了现有方法的局限性,因为现有方法通常仅限于准二维配置。该方法以 FIK 和 RD 特性为基础,提供了适用于任意曲率剖面的清晰可靠的物理解释。利用这种方法,对弯曲压缩斜坡流双稳态的空气热力学特性进行了分析。结果表明,未扰动和峰值 Cf 的产生是由粘性耗散主导的。具体来说,当逆向压力梯度(APG)做功输入的所有能量不足以完全转化为局部粘性耗散和动能时,就会发生流动分离。此外,我们还首次从逆压力梯度做功的角度定量阐明了在较高壁温条件下发生流体分离的倾向。峰值热通量主要是由粘性应力做功引发的,在分离状态的峰值热通量产生过程中,能量传输的次要贡献比附着状态的贡献更为重要。
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引用次数: 0
Predictor Laplace Fractional Power Series Method for Finding Multiple Solutions of Fractional Boundary Value Problems 用于寻找分数边界问题多解的预测拉普拉斯分数幂级数法
Pub Date : 2024-09-04 DOI: 10.3390/sym16091152
Abedel-Karrem Alomari, Wael Mahmoud Mohammad Salameh, Mohammad Alaroud, Nedal Tahat
This research focuses on finding multiple solutions (MSs) to nonlinear fractional boundary value problems (BVPs) through a new development, namely the predictor Laplace fractional power series method. This method predicts the missing initial values by applying boundary or force conditions. This research provides a set of theorems necessary for deriving the recurrence relations to find the series terms. Several examples demonstrate the efficacy, convergence, and accuracy of the algorithm. Under Caputo’s definition of the fractional derivative with symmetric order, the obtained results are visualized numerically and graphically. The behavior of the generated solutions indicates that altering the fractional derivative parameters within their domain symmetrically changes these solutions, ultimately aligning them with the standard derivative. The results are compared with the homotopy analysis method and are presented in various figures and tables.
本研究的重点是通过一种新的发展方法,即预测拉普拉斯分数幂级数方法,找到非线性分数边界值问题(BVP)的多解(MS)。该方法通过应用边界条件或力条件来预测缺失的初始值。这项研究提供了一系列必要的定理,用于推导出查找序列项的递推关系。多个实例证明了该算法的有效性、收敛性和准确性。根据卡普托对对称阶分数导数的定义,所获得的结果可通过数值和图形直观地显示出来。生成解的行为表明,在其域内改变分数导数参数会对称地改变这些解,最终使其与标准导数一致。研究结果与同调分析方法进行了比较,并通过各种图表进行了展示。
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引用次数: 0
Object Skill Advantage in Infants with a Hand Preference 手部偏好婴儿的物体技能优势
Pub Date : 2024-09-04 DOI: 10.3390/sym16091148
Emily C. Marcinowski, George F. Michel, Eliza L. Nelson
How infants engage with objects changes dramatically over the first year of life. While some infants exhibit a consistent hand preference for acquiring objects during this period, others have no identifiable preference. The goal of this study was to test whether lateralization confers an advantage in the development of early object management skills. We examined whether lateralized infants show different rates of growth in how they interact with multiple objects as compared to infants without a hand preference. In a longitudinal study consisting of seven monthly visits from 6 to 12 months, 303 infants were assessed for their hand preference and object management skill (i.e., holding up to three objects). Group-Based Trajectory Modeling (GBTM) identified the following three hand preference trajectory groups: Left, Right, and No Preference (NP). A Hierarchical Generalized Linear Model (HGLM) with the NP infants as the reference group for statistical comparisons revealed that while all the infants showed similar trends in their object management skills over time, the lateralized infants had an advantage over the non-lateralized infants. The infants in the Right and Left groups transitioned from holding one to two objects more quickly relative to the NP infants. Further research is needed to determine if this early object skill advantage cascades to a more complex handling of multiple objects.
在出生后的第一年里,婴儿接触物品的方式发生了巨大变化。在这一时期,有些婴儿在获取物品时表现出一致的手部偏好,而有些婴儿则没有明显的偏好。本研究的目的是测试侧向化是否会在早期物品管理技能的发展中带来优势。我们研究了侧位婴儿与没有手部偏好的婴儿相比,在如何与多个物体互动方面是否表现出不同的成长速度。在一项纵向研究中,我们对 303 名 6 到 12 个月大的婴儿进行了 7 次月访,评估了他们的手部偏好和物体管理技能(即最多握住三个物体)。基于群体的轨迹建模(GBTM)确定了以下三个手的偏好轨迹群体:左手、右手和无偏好(NP)。以 "无偏好 "组婴儿为参照组,通过分层广义线性模型(HGLM)进行统计比较后发现,虽然所有婴儿的物品管理技能随着时间的推移呈现出相似的趋势,但侧向化婴儿比非侧向化婴儿更具优势。相对于 NP 婴儿,右侧组和左侧组婴儿从拿一个物体过渡到拿两个物体的速度更快。我们还需要进一步研究,以确定这种早期物品技能优势是否会进而演变成更复杂的处理多个物品的能力。
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引用次数: 0
Stability Analysis of Stable Circular Orbit in Multi-Static Black Hole Spacetime 多静态黑洞时空中稳定圆形轨道的稳定性分析
Pub Date : 2024-09-03 DOI: 10.3390/sym16091140
Zefang Fan, Yu Wang, Xianggao Wang
We herein study the circular orbit stability of a static black hole system composed of multiple Reissner–Nordstrom (RN) black holes. By comparing the circular orbits of two static black holes, three static black holes (TBHs), four static black holes and five static black holes at different spacetime, we find that the continuity of their stable circular orbits changes, i.e., the peaks of the effective potentials are transformed from single-peaked to bi-peaked, and that the distance a between the black holes is the main reason for this change. This characteristic is completely different from the continuity of the stable circular orbit interval of any kind of single black hole in the past. After calculation, we obtain several critical values that lead to the change in circular orbit stability. The three fundamental frequencies (orbital frequency, radial local frequency, and vertical local frequency) are derived and compared for two different spacetimes of double and three black holes. We also analyse the effect of the black hole distance a on the three fundamental frequencies of circular orbits.
我们在此研究由多个赖斯纳-诺德斯特伦(RN)黑洞组成的静态黑洞系统的圆轨道稳定性。通过比较两个静态黑洞、三个静态黑洞(TBHs)、四个静态黑洞和五个静态黑洞在不同时空的圆轨道,我们发现它们的稳定圆轨道的连续性发生了变化,即有效势的峰值从单峰变成了双峰,而黑洞之间的距离a是导致这种变化的主要原因。这一特征与过去任何一种单黑洞的稳定圆轨道区间的连续性完全不同。经过计算,我们得到了导致圆轨道稳定性变化的几个临界值。我们得出了三个基本频率(轨道频率、径向局部频率和垂直局部频率),并对双黑洞和三黑洞的两种不同时空进行了比较。我们还分析了黑洞距离 a 对圆轨道三个基本频率的影响。
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引用次数: 0
Analysis of a Bifurcation and Stability of Equilibrium Points for Jeffrey Fluid Flow through a Non-Uniform Channel 杰弗里流体流经非均匀通道时平衡点的分岔和稳定性分析
Pub Date : 2024-09-03 DOI: 10.3390/sym16091144
Mary G. Thoubaan, Dheia G. Salih Al-Khafajy, Abbas Kareem Wanas, Daniel Breaz, Luminiţa-Ioana Cotîrlă
This study aims to analyze how the parameter flow rate and amplitude of walling waves affect the peristaltic flow of Jeffrey’s fluid through an irregular channel. The movement of the fluid is described by a set of non-linear partial differential equations that consider the influential parameters. These equations are transformed into non-dimensional forms with appropriate boundary conditions. The study also utilizes dynamic systems theory to analyze the effects of the parameters on the streamline and to investigate the position of critical points and their local and global bifurcation of flow. The research presents numerical and analytical methods to illustrate the impact of flow rate and amplitude changes on fluid transport. It identifies three types of streamline patterns that occur: backwards, trapping, and augmented flow resulting from changes in the value of flow rate parameters.
本研究旨在分析参数流速和贴壁波振幅如何影响杰弗里流体在不规则通道中的蠕动流动。流体的运动由一组考虑了影响参数的非线性偏微分方程来描述。这些方程通过适当的边界条件转化为非维度形式。研究还利用动态系统理论来分析参数对流线的影响,并研究临界点的位置及其局部和全局的流动分叉。研究提出了数值和分析方法,以说明流速和振幅变化对流体传输的影响。研究确定了三种流线模式:流速参数值变化导致的倒流、陷流和增流。
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引用次数: 0
On the Interpretation of Cosmic Acceleration 关于宇宙加速度的解释
Pub Date : 2024-09-03 DOI: 10.3390/sym16091141
Enrique Gaztanaga
In relativity, the Newtonian concepts of velocity and acceleration are observer-dependent quantities that vary with the chosen frame of reference. It is well established that in the comoving frame, cosmic expansion is currently accelerating; however, in the rest frame, this expansion is actually decelerating. In this paper, we explore the implications of this distinction. The traditional measure of cosmic acceleration, denoted by q, is derived from the comoving frame and describes the acceleration of the scale factor a for a 3D space-like homogeneous sphere. We introduce a new parameter qE representing the acceleration experienced between observers within the light cone. By comparing qE to the traditional q using observational data from Type Ia supernovae (SN) and the radial clustering of galaxies and quasars (BAO)—including the latest results from DESI2024—our analysis demonstrates that qE aligns more closely with these data. The core argument of the paper is that Λ—regardless of its origin—creates an event horizon that divides the manifold into two causally disconnected regions analogous to conditions inside a black hole’s interior, thereby allowing for a rest-frame perspective qE in which cosmic expansion appears to be decelerating and the horizon acts like a friction term. Such a horizon suggests that the universe cannot maintain homogeneity outside. The observed cosmological constant Λ can then be interpreted not as a driver of new dark energy or a modification of gravity but as a boundary term exerting an attractive force, akin to a rubber band, resisting further expansion and preventing event horizon crossings. This interpretation calls for a reconsideration of current cosmological models and the assumptions underlying them.
在相对论中,牛顿的速度和加速度概念是依赖于观察者的量,随所选参照系的不同而变化。众所周知,在运动参照系中,宇宙膨胀目前正在加速;然而,在静止参照系中,这种膨胀实际上正在减速。在本文中,我们将探讨这一区别的意义。宇宙加速度的传统度量(用 q 表示)来自于运动帧,描述的是三维空间类均质球的尺度因子 a 的加速度。我们引入了一个新参数 qE,代表光锥内观测者之间的加速度。通过使用 Ia 型超新星(SN)以及星系和类星体径向聚类(BAO)的观测数据(包括 DESI2024 的最新结果)将 qE 与传统的 q 进行比较,我们的分析表明 qE 与这些数据更加吻合。这篇论文的核心论点是,无论Λ的起源如何,它都会产生一个事件穹界,将流形分成两个因果断开的区域,类似于黑洞内部的状况,从而允许从静止帧的角度看qE,在这个角度中,宇宙膨胀似乎正在减速,而穹界就像一个摩擦项。这样的视界表明,宇宙无法在外部保持均质性。这样,观测到的宇宙学常数Λ就不能被解释为新暗能量的驱动力或引力的改变,而可以被解释为一个施加吸引力的边界项,类似于橡皮筋,抵制进一步膨胀并阻止事件视界的穿越。这种解释要求我们重新考虑当前的宇宙学模型及其所依据的假设。
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引用次数: 0
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Symmetry
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