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Taylor’s Power Law for Ecological Communities—An Explanation on Nonextensive/Nonlinear Statistical Grounds
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作者 Joao D.T.Arruda-Neto Henriette Righi +2 位作者 Marcos Antonio G.Cascino Godofredo C.Genofre Joel Mesa 《Journal of Applied Mathematics and Physics》 2014年第8期762-770,共9页
A new idea on how to conceptually interpret the so-called Taylor’s power law for ecological communities is presented. The core of our approach is based on nonextensive/nonlinear statistical concepts, which are shown ... A new idea on how to conceptually interpret the so-called Taylor’s power law for ecological communities is presented. The core of our approach is based on nonextensive/nonlinear statistical concepts, which are shown to be at the genesis of all power laws, particularly when a system is constituted by long-range interacting elements. In this context, the ubiquity of the Taylor’s power law is discussed and addressed by showing that long-range interactions are at the heart of the internal dynamics of populations. 展开更多
关键词 taylor’s law Long-Range Interaction Population Variabilities Ecological Complexity Ecological Nonlinearity
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Revisiting the Curie-Von Schweidler Law for Dielectric Relaxation and Derivation of Distribution Function for Relaxation Rates as Zipf’s Power Law and Manifestation of Fractional Differential Equation for Capacitor 被引量:1
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作者 Shantanu Das 《Journal of Modern Physics》 2017年第12期1988-2012,共25页
The classical power law relaxation, i.e. relaxation of current with inverse of power of time for a step-voltage excitation to dielectric—as popularly known as Curie-von Schweidler law is empirically derived and is ob... The classical power law relaxation, i.e. relaxation of current with inverse of power of time for a step-voltage excitation to dielectric—as popularly known as Curie-von Schweidler law is empirically derived and is observed in several relaxation experiments on various dielectrics studies since late 19th Century. This relaxation law is also regarded as “universal-law” for dielectric relaxations;and is also termed as power law. This empirical Curie-von Schewidler relaxation law is then used to derive fractional differential equations describing constituent expression for capacitor. In this paper, we give simple mathematical treatment to derive the distribution of relaxation rates of this Curie-von Schweidler law, and show that the relaxation rate follows Zipf’s power law distribution. We also show the method developed here give Zipfian power law distribution for relaxing time constants. Then we will show however mathematically correct this may be, but physical interpretation from the obtained time constants distribution are contradictory to the Zipfian rate relaxation distribution. In this paper, we develop possible explanation that as to why Zipfian distribution of relaxation rates appears for Curie-von Schweidler Law, and relate this law to time variant rate of relaxation. In this paper, we derive appearance of fractional derivative while using Zipfian power law distribution that gives notion of scale dependent relaxation rate function for Curie-von Schweidler relaxation phenomena. This paper gives analytical approach to get insight of a non-Debye relaxation and gives a new treatment to especially much used empirical Curie-von Schweidler (universal) relaxation law. 展开更多
关键词 power law RELAXATION RATE Distribution FRACTIONAL Derivative FRACTIONAL Integration Curie-Von schweidler law Time-Constants Laplace INTEGRAL Zipf’s law INTEGRAL Representation Time Dependent RELAXATION RATE scale Dependent RELAXATION RATE Non-Debye RELAXATION
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Power Law for the Rates of Different Numbers of Chronic Diseases among Elderly Chinese People
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作者 Handong Li Ping Gao 《Open Journal of Statistics》 2016年第6期1155-1165,共12页
Chronic disease is an important factor that affect the health of elderly people. We analyzed the 2006 and 2010 data from the Chinese Urban and Rural Elderly Population Surveys, which are nationally representative surv... Chronic disease is an important factor that affect the health of elderly people. We analyzed the 2006 and 2010 data from the Chinese Urban and Rural Elderly Population Surveys, which are nationally representative surveys of elderly people aged 60 years and above. We found that there existed a typical power-law distribution for the rates of different numbers of chronic diseases among elderly Chinese people. A Kolmogorov-Smirnov test indicated that the result was robust, and the power exponents were approximately ?2.5. In addition, a paired t-test was conducted, which demonstrated that the rates of different numbers of chronic diseases did not have significant urban-rural differences, time differences or gender differences. 展开更多
关键词 Chronic Disease power law Distribution Elderly People Kolmogorov-smirnov Test (K-s Test) Paired T-Test
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Power-law patterns in the Phanerozoic sedimentary records of carbon, oxygen, sulfur,and strontium isotopes
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作者 Haitao Shang 《Journal of Palaeogeography》 SCIE CSCD 2024年第1期116-126,共11页
Power-law patterns appear in a variety of natural systems on the modern Earth;nevertheless,whether such behaviors appeared in the deep-time environment has rarely been studied. Isotopic records in sedimentary rocks, w... Power-law patterns appear in a variety of natural systems on the modern Earth;nevertheless,whether such behaviors appeared in the deep-time environment has rarely been studied. Isotopic records in sedimentary rocks, which are widely used to reconstruct the geological/geochemical conditions in paleoenvironments and the evolutionary trajectories of biogeochemical cycles, offer an opportunity to investigate power laws in ancient geological systems. In this study, I focus on the Phanerozoic sedimentary records of carbon, oxygen, sulfur, and strontium isotopes, which have well documented and extraordinarily comprehensive datasets. I perform statistical analyses on these datasets and show that the variations in the sedimentary records of the four isotopes exhibit power-law behaviors. The exponents of these power laws range between 2.2 and 2.9;this narrow interval indicates that the variations in carbon, oxygen, sulfur, and strontium isotopes likely belong to the same universality class, suggesting that these systematic power-law patterns are governed by universal, scale-free mechanisms. I then derive a general form for these power laws from a minimalistic model based on basic physical principles and geosystem-specific assumptions, which provides an interpretation for the power-law patterns from the perspective of thermodynamics. The fundamental mechanisms regulating such patterns might have been ubiquitous in paleoenvironments, implying that similar power-law behaviors may exist in the sedimentary records of other isotopes. 展开更多
关键词 power laws Phanerozoic sedimentary records Carbon isotope(δ~(13)C) Oxygen isotope(δ~(18)O) sulfur isotope(δ~(34)s) strontium isotope(~(87)sr/~(86)sr)
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Solution of Delay Differential Equations Using a Modified Power Series Method
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作者 Oladotun Matthew Ogunlaran Adeyemi Sunday Olagunju 《Applied Mathematics》 2015年第4期670-674,共5页
This paper presents a Modified Power Series Method (MPSM) for the solution of delay differential equations. Unlike the traditional power series method which is applied to solve only linear differential equations, this... This paper presents a Modified Power Series Method (MPSM) for the solution of delay differential equations. Unlike the traditional power series method which is applied to solve only linear differential equations, this new approach is applicable to both linear and nonlinear problems. The method produces a system of algebraic equations which is solved to determine the coefficients in the trial solution. The method provides the solution in form of a rapid convergent series. The obtained results for numerical examples demonstrate the reliability and efficiency of the method. 展开更多
关键词 DELAY DIFFERENTIAL EQUATIONs power sERIEs taylor sERIEs Newton’s Method
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A Lecture of the Taylor Rule from the Sandpile Model
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作者 Juan L. Valderrábano López Miguel ángel Alonso Neira 《Open Journal of Modelling and Simulation》 2015年第1期19-25,共7页
Sandpile phenomena in dynamic systems in the vicinity of criticality always appeal to a sudden break of stability with avalanches of different sizes due to minor perturbations. We can view the intervention of the Cent... Sandpile phenomena in dynamic systems in the vicinity of criticality always appeal to a sudden break of stability with avalanches of different sizes due to minor perturbations. We can view the intervention of the Central Banks on the rate of interest as a perturbation of the economic system. It is an induced perturbation to a system that fare in vicinity of criticality according to the conditions of stability embedded in the equations of the neoclassical model. An alternative reading of the Taylor Rule is proposed in combination with the Sandpile paradigm to give an account of the economic crisis as an event like an avalanche, that can be triggered by a perturbation, as is the intervention of the Central Bank on the interest rate. 展开更多
关键词 Critical PHENOMENA sANDPILE Model taylor RULE Central BANKs power law
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Non-Stationary Random Process for Large-Scale Failure and Recovery of Power Distribution
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作者 Yun Wei Chuanyi Ji +3 位作者 Floyd Galvan Stephen Couvillon George Orellana James Momoh 《Applied Mathematics》 2016年第3期233-249,共17页
This work applies non-stationary random processes to resilience of power distribution under severe weather. Power distribution, the edge of the energy infrastructure, is susceptible to external hazards from severe wea... This work applies non-stationary random processes to resilience of power distribution under severe weather. Power distribution, the edge of the energy infrastructure, is susceptible to external hazards from severe weather. Large-scale power failures often occur, resulting in millions of people without electricity for days. However, the problem of large-scale power failure, recovery and resilience has not been formulated rigorously nor studied systematically. This work studies the resilience of power distribution from three aspects. First, we derive non-stationary random processes to model large-scale failures and recoveries. Transient Little’s Law then provides a simple approximation of the entire life cycle of failure and recovery through a queue at the network-level. Second, we define time-varying resilience based on the non-stationary model. The resilience metric characterizes the ability of power distribution to remain operational and recover rapidly upon failures. Third, we apply the non-stationary model and the resilience metric to large-scale power failures caused by Hurricane Ike. We use the real data from the electric grid to learn time-varying model parameters and the resilience metric. Our results show non-stationary evolution of failure rates and recovery times, and how the network resilience deviates from that of normal operation during the hurricane. 展开更多
关键词 REsILIENCE Non-stationary Random Process power Distribution Dynamic Queue Transient Little’s law Real Data
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New Interpretation of Newton’s Law of Universal Gravitation
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作者 Dalgerti L. Milanese 《Journal of High Energy Physics, Gravitation and Cosmology》 2017年第4期600-623,共24页
Elliptical motions of orbital bodies are treated here using Fourier series, Fortescue sequence components and Clarke’s instantaneous space vectors, quantities largely employed on electrical power systems analyses. Us... Elliptical motions of orbital bodies are treated here using Fourier series, Fortescue sequence components and Clarke’s instantaneous space vectors, quantities largely employed on electrical power systems analyses. Using this methodology, which evidences the analogy between orbital systems and autonomous second-order electrical systems, a new theory is presented in this article, in which it is demonstrated that Newton’s gravitational fields can also be treated as a composition of Hook’s elastic type fields, using the superposition principle. In fact, there is an identity between the equations of both laws. Furthermore, an energy analysis is conducted, and new concepts of power are introduced, which can help a better understanding of the physical mechanism of these quantities on both mechanical and electrical systems. The author believes that, as a practical consequence, elastic type gravitational fields can be artificially produced with modern engineering technologies, leading to possible satellites navigation techniques, with less dependency of external sources of energy and, even, new forms of energy sources for general purposes. This reinterpretation of orbital mechanics may also be complementary to conventional study, with implications for other theories such as relativistic, quantum, string theory and others. 展开更多
关键词 ORBITAL MOTIONs Gravity Newton’s second law Hook’s Elastic Forces FOURIER Electrical Circuits TRANsFORMATIONs of Fortescue and Clarke Instantaneous space VECTORs Instantaneous Complex power
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On the Approximation of Fractal-Fractional Differential Equations Using Numerical Inverse Laplace Transform Methods
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作者 Kamran Siraj Ahmad +2 位作者 Kamal Shah Thabet Abdeljawad Bahaaeldin Abdalla 《Computer Modeling in Engineering & Sciences》 SCIE EI 2023年第6期2743-2765,共23页
Laplace transform is one of the powerful tools for solving differential equations in engineering and other science subjects.Using the Laplace transform for solving differential equations,however,sometimes leads to sol... Laplace transform is one of the powerful tools for solving differential equations in engineering and other science subjects.Using the Laplace transform for solving differential equations,however,sometimes leads to solutions in the Laplace domain that are not readily invertible to the real domain by analyticalmeans.Thus,we need numerical inversionmethods to convert the obtained solution fromLaplace domain to a real domain.In this paper,we propose a numerical scheme based on Laplace transform and numerical inverse Laplace transform for the approximate solution of fractal-fractional differential equations with orderα,β.Our proposed numerical scheme is based on three main steps.First,we convert the given fractal-fractional differential equation to fractional-differential equation in Riemann-Liouville sense,and then into Caputo sense.Secondly,we transformthe fractional differential equation in Caputo sense to an equivalent equation in Laplace space.Then the solution of the transformed equation is obtained in Laplace domain.Finally,the solution is converted into the real domain using numerical inversion of Laplace transform.Three inversion methods are evaluated in this paper,and their convergence is also discussed.Three test problems are used to validate the inversion methods.We demonstrate our results with the help of tables and figures.The obtained results show that Euler’s and Talbot’s methods performed better than Stehfest’s method. 展开更多
关键词 Fractal-fractional differential equation power law kernel exponential decay kernel Mittag-Leffler kernel Laplace transform Euler’s method Talbot’s method stehfest’s method
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山东烟田烟蚜种群动态与空间分布
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作者 陈鹏 王宝剑 +7 位作者 朱先志 刘文涛 周仙红 任广伟 庄乾营 高欢欢 张秀霞 张安盛 《山西农业科学》 2024年第3期116-122,共7页
烟蚜在山东烟田发生普遍,危害严重。研究山东烟田烟蚜种群动态与空间分布对于提高山东烟田烟蚜预测测报准确率以及有效防控该害虫具有重要意义。试验开展了烟蚜的田间种群消长动态调查,并应用5个聚集度指标(丛生指数I,聚块指标m^(*)/m,... 烟蚜在山东烟田发生普遍,危害严重。研究山东烟田烟蚜种群动态与空间分布对于提高山东烟田烟蚜预测测报准确率以及有效防控该害虫具有重要意义。试验开展了烟蚜的田间种群消长动态调查,并应用5个聚集度指标(丛生指数I,聚块指标m^(*)/m,久野指标Ca,扩散系数C,负二项分布K值)和2种回归方法(Iwao回归分析法与Toylar幂法则)研究其空间分布特征。结果表明,2020—2021年烟田烟蚜的种群动态均为双峰型曲线:第1个高峰出现在5月下旬至6月上旬,第2个高峰出现在7月上中旬。在垂直分布上,烟草植株上部叶片的烟蚜数量占比(49.07%~70.29%)显著高于中部叶片(27.64%~33.71%)和下部叶片(1.64%~19.85%)。数据分析结果显示,I(1.733 2~42.703 0)>0,m^(*)/m(2.368 3~10.414 2)>1,Ca(1.368 3~9.414 2)>0,C(2.733 2~43.703 0)>1,0<K(0.106 2~0.730 8)<8;在Iwao回归方程中,β(4.578 65)>1,α(0.190 57)>0,在Toylar幂法则回归方程中,lga(0.691 65)>0,b(1.817 05)>1,说明调查期间烟蚜种群呈聚集分布,分布的基本成分是个体群。利用空间分布参数确定了烟蚜的理论抽样数,并提出合理的田间抽样技术,即在烟田内采用“Z”字形取样法,每点选取烟草5~10株、每株烟草调查上中部叶片2~4片。 展开更多
关键词 烟蚜 种群动态 Iwao回归分析法 Toylar幂法则 空间分布 理论抽样数
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Taylor幂法则模型的遗传算法最优拟合研究 被引量:33
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作者 洪伟 吴承祯 《福建林学院学报》 CSCD 1997年第1期1-5,共5页
Taylor幂法则模型是研究种群空间格局的重要工具之一,其拟合方法通常采用对数线性化-最小二乘法求得a、b值.这种方法显然不是最优的,本文首次用遗传算法最优拟合该模型,并比较了各种方法的拟合结果,证明遗传算法筒单、精确,优于... Taylor幂法则模型是研究种群空间格局的重要工具之一,其拟合方法通常采用对数线性化-最小二乘法求得a、b值.这种方法显然不是最优的,本文首次用遗传算法最优拟合该模型,并比较了各种方法的拟合结果,证明遗传算法筒单、精确,优于其他拟合方法. 展开更多
关键词 遗传算法 taylor幂法则 模型 最优拟合
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关于Taylor幂法则的统计学讨论 被引量:26
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作者 沈佐锐 《生态学杂志》 CAS CSCD 北大核心 1990年第6期64-67,共4页
自Greenwood于1920年把负二项分布引做昆虫种群空间格局模型以来,昆虫种群空间格局分析的理论和方法大致经历了两个阶段的发展:五、六十年代以前,是以少数离散型概率分布为主要模型;其后,各种聚集性指标和一些回归公式被提出。
关键词 taylor幂法则 统计学 昆虫种群
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用麦夸方法最优拟合Taylor幂法则模型 被引量:11
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作者 马占山 《北京林业大学学报》 CAS CSCD 北大核心 1990年第1期49-54,共6页
在用Taylor方法研究种群空间格局时,拟合Taylor幂法则V=am^b通常采用将原函数线性化为lnV=Ina+blnm,然后用线性最小二乘法拟合,求得参数a,b。这种方法不是最优的,本文提出用麦夸方法(Marquardt's methos)最优拟合Taylor幂法则。实... 在用Taylor方法研究种群空间格局时,拟合Taylor幂法则V=am^b通常采用将原函数线性化为lnV=Ina+blnm,然后用线性最小二乘法拟合,求得参数a,b。这种方法不是最优的,本文提出用麦夸方法(Marquardt's methos)最优拟合Taylor幂法则。实例验证也表明麦夸方法优于通常采用的“对数线性化——最小二乘法”,采用前者的拟合残差远小于采用后者时的拟合残差。 展开更多
关键词 麦夸法 最优拟合 taylor幂法 害虫
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概率论中的幂律分布
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作者 袁敏 李洁雪 +1 位作者 庄玮玮 杨亚宁 《曲阜师范大学学报(自然科学版)》 CAS 2024年第3期117-122,共6页
幂律分布用于描述个体相互影响的复杂系统中的数量分布规律,是概率论与数理统计学中最重要的分布之一,然而在教学中甚少对其进行详细的介绍.该文将详细讨论幂律分布的定义及性质、常见的幂律分布以及幂律分布的应用,并结合具体实例通过... 幂律分布用于描述个体相互影响的复杂系统中的数量分布规律,是概率论与数理统计学中最重要的分布之一,然而在教学中甚少对其进行详细的介绍.该文将详细讨论幂律分布的定义及性质、常见的幂律分布以及幂律分布的应用,并结合具体实例通过R软件进行数据分析,给出相关教学内容和教学方法的若干建议. 展开更多
关键词 幂律分布 齐夫定律 异速生长 克莱伯定律 无标度社交网络 帕累托分布
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基于人眼亮度感知的S型函数图像对比度增强算法 被引量:4
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作者 王一竹 李渊 杨宇 《电子科技大学学报》 EI CAS CSCD 北大核心 2022年第4期600-607,共8页
为了克服传统变换函数在低照度情况下的局限性,在间接对比度增强领域,提出了一种基于人眼亮度感知对比度灵敏性的S型函数。对于不同的图像亮度,存在不同的视网膜响应值,因此将人眼视网膜的对比度灵敏性建模为对数参数的指数函数。该方... 为了克服传统变换函数在低照度情况下的局限性,在间接对比度增强领域,提出了一种基于人眼亮度感知对比度灵敏性的S型函数。对于不同的图像亮度,存在不同的视网膜响应值,因此将人眼视网膜的对比度灵敏性建模为对数参数的指数函数。该方法以灵敏度模型作为Steven幂律的指数,推导出一个感知亮度的转换函数。同时还提出了一种参数优化方法,在保持输入图像的平均亮度和直方图的同时,保持信息损失最小。实验结果表明,该方法在保持输入图像平均亮度的情况下,具有更少的信息损失和更低的计算复杂度。在对比度增强、平均亮度保持和细节保持方面具有优势。 展开更多
关键词 对比度增强 灵敏度模型 s型函数 steven幂律
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用三次设计法最优拟合Taylor幂法则模型 被引量:11
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作者 洪伟 潘辉 《福建林学院学报》 CSCD 1991年第3期253-259,共7页
在用Taylor方法研究种群空间格局时,拟合Taylor幂法则V=a·m^b通常采用将原函数线性化为1nV=1na+b1nm,然后用线性最小二乘法拟合,求得参数a、b。这种方法不是最优的,本文提出用三次设计法最优拟合Taylor幂法则。实例验证也表明三次... 在用Taylor方法研究种群空间格局时,拟合Taylor幂法则V=a·m^b通常采用将原函数线性化为1nV=1na+b1nm,然后用线性最小二乘法拟合,求得参数a、b。这种方法不是最优的,本文提出用三次设计法最优拟合Taylor幂法则。实例验证也表明三次设计法简单、精确,优于通常采用的“对数线性化——最小二乘法”。采用前者的拟合残差远小于采用后者时的拟合残差。 展开更多
关键词 三次设计 最优拟合 taylor幂法
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Taylor幂法则模型的改进单纯形法最优拟合 被引量:16
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作者 吴承祯 洪伟 《内蒙古林学院学报》 1998年第2期20-24,共5页
Taylor幂法则模型是研究种群空间格局的重要工具之一。其拟合方法通常采用对数线性化最小二乘法求得参数a、b值。这种方法不是最优的,本文提出用改进单纯形法最优拟合Taylor幂法则,并比较了多种方法的拟合结果,证明改... Taylor幂法则模型是研究种群空间格局的重要工具之一。其拟合方法通常采用对数线性化最小二乘法求得参数a、b值。这种方法不是最优的,本文提出用改进单纯形法最优拟合Taylor幂法则,并比较了多种方法的拟合结果,证明改进单纯形法简单、精确,优于其他拟合方法。 展开更多
关键词 改进单纯形法 taylor幂法则 最优拟合 病虫害
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关于Taylor幂法则b值的不一致性问题讨论─—以菜蚜为研究事例 被引量:1
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作者 汪信庚 刘树生 《生态学杂志》 CAS CSCD 北大核心 1995年第3期74-79,共6页
关于Taylor幂法则b值的不一致性问题讨论─—以菜蚜为研究事例汪信庚,刘树生(浙江农业大学植保系,杭州310029)DiscussionontheInconstancyofbValueinTaylor'sPower... 关于Taylor幂法则b值的不一致性问题讨论─—以菜蚜为研究事例汪信庚,刘树生(浙江农业大学植保系,杭州310029)DiscussionontheInconstancyofbValueinTaylor'sPowerLawwithSpecialRef... 展开更多
关键词 taylor幂法则 b值不一致性 生态学 菜蚜
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不可逆空间太阳能动力Braysson循环的生态学优化 被引量:2
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作者 何济洲 周枫 杨蓓 《南昌大学学报(工科版)》 CAS 2008年第1期28-31,共4页
基于生态学优化判据对一种不可逆空间太阳能Braysson循环的性能参数进行优化计算。生态学目标函数定义为火用输出率减去火用损失率,而火用损失率等于环境温度乘以循环熵产率。空间太阳能动力系统由太阳能收集器和不可逆的Braysson循环... 基于生态学优化判据对一种不可逆空间太阳能Braysson循环的性能参数进行优化计算。生态学目标函数定义为火用输出率减去火用损失率,而火用损失率等于环境温度乘以循环熵产率。空间太阳能动力系统由太阳能收集器和不可逆的Braysson循环两部分组成。该Braysson循环与高温热源的换热满足牛顿传热规律,与低温热源的换热则满足热辐射换热规律。推导出包括循环的效率、输出功率、生态学函数等在内的性能参数的具体表达式,进一步在最优生态学函数的条件下,对热机的各种性能参数进行了优化分析,获得了一些有意义的结论。 展开更多
关键词 空间太阳能动力系统 Braysson循环 牛顿传热规律 辐射换热规律 生态学优化判据
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基于实数编码遗传算法最优拟合Taylor幂法则模型的研究 被引量:3
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作者 覃林 《华中农业大学学报》 CAS CSCD 北大核心 1999年第2期194-196,共3页
Taylor(1961,1971)用大量生物种群抽样调查数据研究得出,在大自然种群中,种群空间格局多为非随机分布,均数(种群密度)m与方差v之间的关系是不独立的,即方差常随均数增加而增加,这种关系,Taylor认为遵... Taylor(1961,1971)用大量生物种群抽样调查数据研究得出,在大自然种群中,种群空间格局多为非随机分布,均数(种群密度)m与方差v之间的关系是不独立的,即方差常随均数增加而增加,这种关系,Taylor认为遵从一指数法则,生态学文献常称之为T... 展开更多
关键词 taylor幂法则 遗传算法 最优拟合 生物种群 调查
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