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相关概念视频

Fundamental Theorem of Algebra01:30

Fundamental Theorem of Algebra

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The Fundamental Theorem of Algebra is central to the study of polynomial equations, asserting that every non-constant polynomial with complex coefficients has at least one complex zero. This means that a polynomial of degree n ≥ 1, written as:  with an ≠ 0, has at least one solution in the complex number system. Since the set of real numbers is a subset of complex numbers, this theorem applies equally to polynomials with real coefficients.Building on this result, the Complete...
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Theorems of Pappus and Guldinus: Problem Solving01:12

Theorems of Pappus and Guldinus: Problem Solving

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Pappus and Guldinus's theorems are powerful mathematical principles that are used for finding the surface area and volume of composite shapes. For example, consider a cylindrical storage tank with a conical top. Finding the surface area or volume can be challenging for such complex shapes. These theorems are particularly useful in calculating the volume and surface area of such systems. Here, the cylindrical storage tank with a conical top can be broken down into two simple shapes: a...
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Determination of Pi Terms01:15

Determination of Pi Terms

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The Buckingham Pi theorem is a valuable method in dimensional analysis, reducing complex relationships between variables into dimensionless terms. Relevant variables in analyzing the lift force on an airplane wing include lift force, air density, wing area, aircraft velocity, and air viscosity. Expressing each variable in terms of fundamental dimensions — mass, length, and time — provides a consistent foundation for constructing these dimensionless terms.
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Mathematical Induction01:29

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Mathematical induction is a structured method of proof used to confirm the truth of statements involving natural numbers. Consider the sum of the first n natural numbers:This formula describes a pattern that appears to hold true as more terms are added. To verify that it is valid for all natural numbers, mathematical induction proceeds in two essential steps. The first is the base case, where the formula is tested for the initial value, typically n = 1. Substituting into both sides confirms the...
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Theorems of Pappus and Guldinus01:10

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The two theorems developed by Pappus and Guldinus are widely used in mathematics, engineering, and physics to find the surface area and volume of any body of revolution. This is done by revolving a plane curve around an axis that does not intersect the curve to find its surface area or revolving a plane area around a non-intersecting axis to calculate its volume.
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In structural engineering, the stability of columns under compressive axial loads is a critical consideration, described as buckling. A typical example involves a column PQ, which is pin-connected at both ends and subjected to a centric axial load F applied at one end, with a reaction force of F' = -F at the other end. Here, it is crucial to understand that when an applied load exceeds the critical load, buckling occurs as the system becomes unstable.
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相关实验视频

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Setting Limits on Supersymmetry Using Simplified Models
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用拉曼努安机器对基本常数产生推测

Gal Raayoni1, Shahar Gottlieb1, Yahel Manor1,2

  • 1Technion-Israel Institute of Technology, Haifa, Israel.

Nature
|February 4, 2021
PubMed
概括

算法现在可以发现像pi和e这样的基本常数的新数学公式. 这种系统的方法被称为拉曼努贾机器, 揭示了隐藏的结构和以前未知的方程.

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科学领域:

  • * 数学和计算科学,在物理,生物学和化学方面都有应用.

背景情况:

  • * 关于基本常数 (例如,π,e) 的新数学公式的发现历来很少,而且是零星的.
  • 这种发现往往依赖于数学聪明或深刻的直觉,而不是系统的方法.

研究的目的:

  • * 提出一个系统的,以算法驱动的方法来发现基本常数的数学公式.
  • 揭示了基础的数学结构,并补充了传统的基于证据的方法.

主要方法:

  • * 开发和应用"拉马努贾机器",使用算法识别新型公式.
  • * 实现一个满足中间算法变体和一个定制的梯度下降优化算法.
  • * 算法基于数值匹配,可以在没有先前结构知识的情况下生成猜测.

主要成果:

  • *发现了众多众所周知的和以前未知的公式,包括pi,e,Catalan常数和Riemann zeta函数值的连续分数表示.
  • * 数学猜测的产生,其中一些很容易被证明,而另一些则仍然是开放的问题.
  • * 演示算法在发现未知数学基础的常数结构中的有效性.

结论:

  • 拉马努贾机器提供了一种数学公式发现的系统方法, 增强了人类的直觉.
  • * 这种算法方法通过使用数值数据来揭示结构来扭转常规逻辑.
  • * 该方法为数学研究提供了新的途径,特别是对于未知属性的常数.