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相关概念视频

Area Computation by the Alternative Coordinate Method01:24

Area Computation by the Alternative Coordinate Method

88
The alternative coordinate method, also known as the Shoelace Formula, is a technique for determining the area of a traverse using Cartesian coordinates. This method relies on the sequential arrangement of x and y coordinates for each point of the shape, ensuring accuracy and ease of application.In this approach, each corner's x and y coordinates are listed as fractions, with the x-coordinate as the numerator and the y-coordinate as the denominator. These coordinates are arranged sequentially...
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Direction Cosines of a Vector01:29

Direction Cosines of a Vector

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Direction cosines, which help describe the orientation of a vector with respect to the coordinate axes, are an essential concept in the field of vector calculus. Consider vector A that is expressed in terms of the Cartesian vector form using i, j, and k unit vectors. The magnitude of vector A is defined as the square root of the sum of the squares of its components. The direction of this vector with respect to the x, y, and z axes is defined by the coordinate direction angles α, β, and γ,...
572
Cartesian Vector Notation01:28

Cartesian Vector Notation

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Cartesian vector notation is a valuable tool in mechanical engineering for representing vectors in three-dimensional space, performing vector operations such as determining the gradient, divergence, and curl, and expressing physical quantities such as the displacement, velocity, acceleration, and force. By using Cartesian vector notation, engineers can more easily analyze and solve problems in various areas of mechanical engineering, including dynamics, kinematics, and fluid mechanics. This...
808
Vector Algebra: Method of Components01:08

Vector Algebra: Method of Components

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It is cumbersome to find the magnitudes of vectors using the parallelogram rule or using the graphical method to perform mathematical operations like addition, subtraction, and multiplication. There are two ways to circumvent this algebraic complexity. One way is to draw the vectors to scale, as in navigation, and read approximate vector lengths and angles (directions) from the graphs. The other way is to use the method of components.
In many applications, the magnitudes and directions of...
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Difference Equation Solution using z-Transform01:24

Difference Equation Solution using z-Transform

332
The z-transform is a powerful tool for analyzing practical discrete-time systems, often represented by linear difference equations. Solving a higher-order difference equation requires knowledge of the input signal and the initial conditions up to one term less than the order of the equation.
The z-transform facilitates handling delayed signals by shifting the signal in the z-domain, which corresponds to delaying the signal in the time domain, and advancing signals by similarly shifting in the...
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Vector Product (Cross Product)01:17

Vector Product (Cross Product)

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Vector multiplication of two vectors yields a vector product, with the magnitude equal to the product of the individual vectors multiplied by the sine of the angle between both the vectors and the direction perpendicular to both the individual vectors. As there are always two directions perpendicular to a given plane, one on each side, the direction of the vector product is governed by the right-hand thumb rule.
Consider the cross product of two vectors. Imagine rotating the first vector about...
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相关实验视频

Updated: Jul 26, 2025

Detection of Architectural Distortion in Prior Mammograms via Analysis of Oriented Patterns
13:44

Detection of Architectural Distortion in Prior Mammograms via Analysis of Oriented Patterns

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通过交替方向方法计算张量Z-eigenpairs.

Genjiao Zhou1, Shoushi Wang1, Jinhong Huang1,2

  • 1Gannan Normal University, Ganzhou, China.

PeerJ. Computer science
|June 22, 2023
PubMed
概括

这项研究引入了一种新的交替方向方法来解决张量Z-eigen问题. 与传统方法相比,这种新的方法显著提高了与传统方法相比,寻找极端张量固有值的收速度和准确性.

科学领域:

  • 数字分析 数字分析
  • 应用数学 应用数学 应用数学
  • 张量计计算中的张量计计算

背景情况:

  • 张量固有问题在盲源分离和磁共振成像等领域至关重要.
  • 解决张量Z-eigen问题现有的方法可能是计算密集且不那么准确.

研究的目的:

  • 开发一种高效,准确的方法来计算偶序对称张数的最大或最小Z-自值和自向量.
  • 解决基于传统功率方法的方法的局限性.

主要方法:

  • 提出了一个交替方向方法,将张量Z-eigen问题分解成一系列矩阵自问题.
  • 矩阵自值问题是使用标准的,易于使用的矩阵自值算法来解决的.

主要成果:

  • 拟议的方法表明,与传统的功率方法相比,收率快两倍以上.
  • 它实现了20-50%更高的确定极端Z-eigenvalues的概率.

结论:

  • 交替方向方法为张量Z-eigenvalue计算提供了一种优越的方法.
  • 这种方法在需要张量自分析的应用中提高了效率和可靠性.
关键词:
换向方向的方法 换向方向的方法更高阶的张量器.动力方法 动力方法Z-自己的价值.

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