Vector Magnitude and Direction | 向量的模与方向

📚 Vector Magnitude and Direction | 向量的模与方向

In mathematics, particularly in A-Level examinations, vectors are quantities defined by both a magnitude and a direction. They are essential for describing physical phenomena and geometric relationships. Mastering the calculation and interpretation of a vector’s magnitude and direction is a fundamental skill for success in pure mathematics and mechanics.

在 A-Level 数学中,向量是由大小和方向共同定义的量,它是描述物理现象和几何关系的重要工具。掌握向量模长与方向的计算和理解,是在纯数学和力学中获得高分的关键基础。


1. Scalar vs Vector | 标量 vs 向量

It is crucial to distinguish between a scalar and a vector. A scalar has only a magnitude (e.g., mass, speed, temperature). A vector has both a magnitude and a direction (e.g., weight, velocity, displacement). Graphically, a vector is represented by an arrow. The length of the arrow corresponds to its magnitude, and the arrowhead indicates its direction.

区分标量与向量至关重要。标量只有大小(如质量、速率、温度)。向量既有大小又有方向(如重量、速度、位移)。在图形上,向量用箭头表示,箭头的长度对应其大小,箭头指向则表明其方向。

  • Scalar quantities require only a numerical value to be fully described.
  • 标量仅有数值即可完全描述。
  • Vector quantities require both a numerical value (magnitude) and a direction.
  • 向量必须同时给出数值(大小)与方向才能完全描述。

2. Magnitude of a 2D Vector | 二维向量的模

For a two-dimensional vector expressed in component form as v = (x, y), the magnitude, denoted as |v| or simply v, is calculated using the Pythagorean theorem. It represents the length of the directed line segment from the origin to the point (x, y).

对于以分量形式表示的二维向量 v = (x, y),其模长用 |v| 或 v 表示,通过勾股定理计算。它代表从原点指向点 (x, y) 的有向线段的长度。

|v| = √(x² + y²)

Worked Example: If v = (5, -12), then |v| = √(5² + (-12)²) = √(25 + 144) = √169 = 13. Notice that the magnitude is always a positive scalar quantity.

示例:v = (5, -12),则 |v| = √(5² + (-12)²) = √(25 + 144) = √169 = 13。注意,模长始终是一个正的标量。


3. Magnitude of a 3D Vector | 三维向量的模

Extending this concept to three dimensions, a vector v = (x, y, z) has a magnitude calculated by incorporating the z-component. This is a direct application of the 3D Pythagorean theorem.

将这个概念拓展到三维空间,向量 v = (x, y, z) 的模长需要通过加入 z 分量来计算。这是三维勾股定理的直接应用。

|v| = √(x² + y² + z²)

Worked Example: Let v = (2, 3, 6). Then |v| = √(2² + 3² + 6²) = √(4 + 9 + 36) = √49 = 7.

示例:v = (2, 3, 6)。则 |v| = √(2² + 3² + 6²) = √(4 + 9 + 36) = √49 = 7。


4. Unit Vectors | 单位向量

A unit vector has a magnitude of exactly 1. It is used purely to indicate a direction. To find the unit vector pointing in the same direction as v, we divide v by its magnitude. The standard notation for a unit vector is a lowercase letter with a circumflex, such as .

单位向量的模长恰好等于 1,它纯粹用于指示方向。要找到与向量 v 同方向的单位向量,我们需要将 v 除以其模长。单位向量的标准符号是在小写字母上方加一个尖角,例如

v̂ = v / |v|

Worked Example: Given v = (3, 0, 4), we first find |v| = 5. Therefore, = (3/5, 0, 4/5). We can verify this by checking its magnitude: || = √(9/25 + 0 + 16/25) = √(25/25) = √1 = 1.

示例:已知 v = (3, 0, 4),首先计算 |v| = 5。因此, = (3/5, 0, 4/5)。我们可以通过计算其模长来验证:|| = √(9/25 + 0 + 16/25) = √(25/25) = √1 = 1。


5. Direction of a 2D Vector | 二维向量的方向

The direction of a 2D vector is typically expressed as the angle, θ, it makes with the positive x-axis, measured anti-clockwise. Using trigonometry, this angle can be found using the arctangent function.

二维向量的方向通常用与正 x 轴逆时针方向形成的夹角 θ 来表示。通过三角函数,我们可以使用反正切函数求出该角度。

θ = tan⁻¹(y / x)

Important: The range of tan⁻¹ is limited on most calculators to -90° < θ < 90°. You must adjust the angle based on the quadrant in which the vector lies. If x is negative, add 180° (or π radians) to the calculator result.

重点:大多数计算器上 tan⁻¹ 的值域限制在 -90° < θ < 90°。你必须根据向量所在的象限调整角度。如果 x 为负数,则需在计算器结果上加上 180°(或 π 弧度)。

Worked Example: Consider v = (-4, 4). The calculator gives θ = tan⁻¹(4 / -4) = tan⁻¹(-1) = -45°. Since the vector is in the second quadrant (x 0), the actual direction is θ = -45° + 180° = 135°.

示例:考虑 v = (-4, 4)。计算器得出 θ = tan⁻¹(4 / -4) = tan⁻¹(-1) = -45°。由于向量位于第二象限(x 0),实际方向为 θ = -45° + 180° = 135°。


6. Direction Cosines in 3D | 三维向量的方向余弦

In three dimensions, a single angle is insufficient to describe a vector’s direction. Instead, we use three angles, α, β, and γ, which the vector makes with the positive x, y, and z axes, respectively. The cosines of these angles are called direction cosines.

在三维空间中,单一角度不足以描述向量的方向。我们使用三个角度 α、β、γ,它们分别是向量与正 x、y、z 轴之间的夹角。这些夹角的余弦值被称为方向余弦。

cos α = x/|v|, cos β = y/|v|, cos γ = z/|v|

For any vector in 3D space, there is an important identity relating these three direction cosines: cos²α + cos²β + cos²γ = 1.

对于三维空间中的任意向量,三个方向余弦满足一个重要的恒等式:cos²α + cos²β + cos²γ = 1。

Worked Example: For v = (1, 2, 2), we have |v| = 3. Thus, cos α = 1/3, cos β = 2/3, and cos γ = 2/3. You can check: (1/3)² + (2/3)² + (2/3)² = 1/9 + 4/9 + 4/9 = 9/9 = 1.

示例:对于 v = (1, 2, 2),|v| = 3。因此,cos α = 1/3,cos β = 2/3,cos γ = 2/3。你可以验算:(1/3)² + (2/3)² + (2/3)² = 1/9 + 4/9 + 4/9 = 9/9 = 1。


7. Position Vectors and Displacement | 位置向量与位移

A position vector is a vector that originates from the origin O and ends at a given point P. It is denoted as p = OP = (x, y). To find the displacement vector AB, which describes the position of B relative to A, we subtract the position vector of A from the position vector of B.

位置向量是起点在原点 O,终点为给定点 P 的向量,记作 p = OP = (x, y)。要求位移向量 AB(即 B 相对于 A 的位置),我们需要用 B 的位置向量减去 A 的位置向量。

AB = OB – OA = (x₂ – x₁, y₂ – y₁, z₂ – z₁)

Worked Example: If A = (1, 2) and B = (4, 6), then AB = (4 – 1, 6 – 2) = (3, 4). Consequently, the magnitude |AB| = √(3² + 4²) = 5.

示例:如果 A = (1, 2),B = (4, 6),则 AB = (4 – 1, 6 – 2) = (3, 4)。因此,模长 |AB| = √(3² + 4²) = 5。


8. Parallel and Perpendicular Vectors | 平行向量与垂直向量

Two vectors a and b are parallel if one is a non-zero scalar multiple of the other, i.e., a = kb. Conversely, two vectors are perpendicular if their scalar (dot) product equals zero, i.e., a · b = 0. These are essential tests in coordinate geometry.

两个向量 a 和 b 平行,当且仅当它们是非零标量倍数关系,即 a = kb。相反,两个向量垂直的条件是它们的数量积(点

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