Vectors and Vector Notation | 向量与向量符号表示

📚 Vectors and Vector Notation | 向量与向量符号表示

In IGCSE Mathematics, vectors are quantities that have both magnitude and direction. They are essential tools for describing movement, forces, and displacement in two-dimensional space. This article will guide you through the fundamentals of vectors and their notation, aligned with the Edexcel syllabus.

在IGCSE数学中,向量是同时具有大小和方向的量。它们是描述二维空间中运动、力和位移的重要工具。本文将围绕Edexcel考纲,带你系统地学习向量的基础概念及其符号表示。


1. What is a Vector? | 什么是向量?

A vector is a quantity that has both magnitude (size) and direction. Unlike scalars, which only have magnitude (such as distance or speed), vectors convey additional directional information. Examples of vector quantities include displacement, velocity, and force.

向量是同时具有大小(模)和方向的量。与仅具有大小的标量(如距离或速度)不同,向量包含额外的方向信息。向量量的典型例子包括位移、速度和力。

For instance, saying a car travels 50 km/h is a scalar description. Saying a car travels 50 km/h due north is a vector description, as it specifies both speed and direction.

例如,说一辆汽车以50 km/h的速度行驶是一个标量描述。而说一辆汽车以50 km/h的速度向正北行驶则是一个向量描述,因为它同时指定了速度和方向。

Key distinction: Scalars are described by a single number, while vectors require both a magnitude and a direction.

关键区别:标量由一个数即可描述,而向量需要同时包含大小和方向。


2. Vector Notation: Column Vectors | 向量符号表示:列向量

In IGCSE Mathematics, one of the most common ways to represent a vector is the column vector. A column vector is written as a vertical pair of numbers inside brackets, such as \(\binom{3}{4}\). However, in this course, we write it as:

在IGCSE数学中,最常见的向量表示方法是列向量。列向量写成括号内的垂直数字对,例如 \(\binom{3}{4}\)。然而,在本课程中,我们将其写为:

\(\binom{3}{4}\) ≡ \(\begin{pmatrix} 3 \\ 4 \end{pmatrix}\)

The top number represents the horizontal component (movement along the x-axis), and the bottom number represents the vertical component (movement along the y-axis). A positive top number means movement to the right; a negative top number means movement to the left. A positive bottom number means movement upward; a negative bottom number means movement downward.

上方的数字表示水平分量(沿x轴的移动),下方的数字表示垂直分量(沿y轴的移动)。上方为正数表示向右移动,为负数表示向左移动;下方为正数表示向上移动,为负数表示向下移动。

For example, the column vector \(\binom{-2}{5}\) represents a movement of 2 units to the left and 5 units upward. This notation is concise and widely used in solving geometric problems.

例如,列向量 \(\binom{-2}{5}\) 表示向左移动2个单位并向上移动5个单位。这种表示方法简洁明了,广泛用于解决几何问题。


3. Vector Notation: Bold Letters and Arrows | 向量符号:粗体字母与箭头

Another standard notation for vectors is a bold lowercase letter, such as a or b. When handwriting, we use an arrow above the letter, such as \(\vec{a}\) or \(\vec{b}\). This distinguishes vectors from scalars.

另一种标准向量表示法是粗体小写字母,如 ab。在手写时,我们在字母上方加箭头,如 \(\vec{a}\) 或 \(\vec{b}\)。这用于区分向量与标量。

Additionally, a vector can be named by its endpoints. For example, the vector from point A to point B is written as \(\overrightarrow{AB}\). The order of the letters matters: \(\overrightarrow{AB}\) points from A to B, while \(\overrightarrow{BA}\) points from B to A and has the opposite direction.

此外,向量也可以用其端点来命名。例如,从点A到点B的向量写作 \(\overrightarrow{AB}\)。字母的顺序非常重要:\(\overrightarrow{AB}\) 表示从A指向B,而 \(\overrightarrow{BA}\) 表示从B指向A,方向相反。

\(\overrightarrow{AB} = -\overrightarrow{BA}\)

This relationship is fundamental: reversing the order of the endpoints negates the vector.

这一关系是基础性的:调换端点的顺序会使向量取反。


4. Magnitude of a Vector | 向量的模(大小)

The magnitude (or length) of a vector \(\binom{x}{y}\) is denoted by \(| \binom{x}{y} |\) or simply \(|\mathbf{a}|\). It is calculated using the Pythagorean theorem:

向量 \(\binom{x}{y}\) 的模(或长度)记作 \(| \binom{x}{y} |\) 或简写为 \(|\mathbf{a}|\)。它使用勾股定理计算:

\(|\mathbf{a}| = \sqrt{x^2 + y^2}\)

For example, the magnitude of the vector \(\binom{3}{4}\) is \(\sqrt{3^2 + 4^2} = \sqrt{9 + 16} = \sqrt{25} = 5\). This means the vector has a length of 5 units.

例如,向量 \(\binom{3}{4}\) 的模为 \(\sqrt{3^2 + 4^2} = \sqrt{9 + 16} = \sqrt{25} = 5\)。这意味着该向量的长度为5个单位。

Magnitude is always a non-negative scalar. It tells us how long the vector is, regardless of its direction.

模始终是一个非负标量。它告诉我们向量的长度,与方向无关。


5. Equal Vectors | 相等向量

Two vectors are equal if and only if they have the same magnitude and the same direction. In terms of column vectors, they are equal if their corresponding components are equal.

两个向量相等当且仅当它们具有相同的大小和相同的方向。就列向量而言,如果它们的对应分量相等,则这两个向量相等。

If \(\binom{a}{b} = \binom{c}{d}\), then \(a = c\) and \(b = d\).

For example, \(\binom{2}{3} = \binom{2}{3}\), but \(\binom{2}{3} \neq \binom{3}{2}\). The order of the components matters.

例如,\(\binom{2}{3} = \binom{2}{3}\),但 \(\binom{2}{3} \neq \binom{3}{2}\)。分量的顺序很重要。

Equal vectors may be located in different positions in the plane; they are considered equal because their magnitude and direction are identical. This property is known as “free vectors” — a vector can be translated without changing its value.

相等的向量在平面中可以位于不同的位置;由于它们的大小和方向相同,因此被视为相等。这一性质称为”自由向量”——向量平移后其值不变。


6. Negative Vectors | 负向量

The negative of a vector \(\binom{x}{y}\) is \(\binom{-x}{-y}\). This vector has the same magnitude as the original vector but points in the exact opposite direction.

向量 \(\binom{x}{y}\) 的负向量是 \(\binom{-x}{-y}\)。该向量与原始向量大小相同,但指向完全相反的方向。

\(-\binom{x}{y} = \binom{-x}{-y}\)

For example, if \(\mathbf{a} = \binom{2}{-3}\), then \(-\mathbf{a} = \binom{-2}{3}\). Graphically, if \(\mathbf{a}\) points to the right and down, \(-\mathbf{a}\) points to the left and up.

例如,如果 \(\mathbf{a} = \binom{2}{-3}\),则 \(-\mathbf{a} = \binom{-2}{3}\)。在图形上,如果 \(\mathbf{a}\) 指向右下,则 \(-\mathbf{a}\) 指向左上。

In endpoint notation, \(\overrightarrow{AB} = -\overrightarrow{BA}\), because travelling from A to B is the opposite of travelling from B to A.

在端点表示法中,\(\overrightarrow{AB} = -\overrightarrow{BA}\),因为从A到B的行程与从B到A的行程相反。


7. Vector Addition | 向量的加法

To add two vectors, we add their corresponding components. If \(\mathbf{a} = \binom{a_1}{a_2}\) and \(\mathbf{b} = \binom{b_1}{b_2}\), then:

要将两个向量相加,我们将它们的对应分量相加。如果 \(\mathbf{a} = \binom{a_1}{a_2}\) 且 \(\mathbf{b} = \binom{b_1}{b_2}\),则:

\(\mathbf{a} + \mathbf{b} = \binom{a_1 + b_1}{a_2 + b_2}\)

For example, \(\binom{1}{2} + \binom{3}{-1} = \binom{1+3}{2+(-1)} = \binom{4}{1}\).

例如,\(\binom{1}{2} + \binom{3}{-1} = \binom{1+3}{2+(-1)} = \binom{4}{1}\)。

Graphically, vector addition follows the “tip-to-tail” rule. Place the tail of \(\mathbf{b}\) at the tip of \(\mathbf{a}\). The sum \(\mathbf{a} + \mathbf{b}\) is the vector from the tail of \(\mathbf{a}\) to the tip of \(\mathbf{b}\). This is known as the triangle law of addition.

在图形上,向量加法遵循”首尾相接”法则。将 \(\mathbf{b}\) 的起点放在 \(\mathbf{a}\) 的终点处。和向量 \(\mathbf{a} + \mathbf{b}\) 就是从 \(\mathbf{a}\) 的起点指向 \(\mathbf{b}\) 的终点的向量。这称为加法的三角形法则。

Vector addition is commutative: \(\mathbf{a} + \mathbf{b} = \mathbf{b} + \mathbf{a}\). This means the order of addition does not affect the result.

向量加法满足交换律:\(\mathbf{a} + \mathbf{b} = \mathbf{b} + \mathbf{a}\)。这意味着加法顺序不影响结果。


8. Vector Subtraction | 向量的减法

To subtract one vector from another, we subtract the corresponding components. If \(\mathbf{a} = \binom{a_1}{a_2}\) and \(\mathbf{b} = \binom{b_1}{b_2}\), then:

要将一个向量减去另一个向量,我们将对应分量相减。如果 \(\mathbf{a} = \binom{a_1}{a_2}\) 且 \(\mathbf{b} = \binom{b_1}{b_2}\),则:

\(\mathbf{a} – \mathbf{b} = \binom{a_1 – b_1}{a_2 – b_2}\)

For example, \(\binom{5}{7} – \binom{2}{3} = \binom{5-2}{7-3} = \binom{3}{4}\).

例如,\(\binom{5}{7} – \binom{2}{3} = \binom{5-2}{7-3} = \binom{3}{4}\)。

Alternatively, subtraction can be seen as adding the negative: \(\mathbf{a} – \mathbf{b} = \mathbf{a} + (-\mathbf{b})\). Graphically, this corresponds to adding the reversed vector.

另一种理解方式是将减法视为加上负向量:\(\mathbf{a} – \mathbf{b} = \mathbf{a} + (-\mathbf{b})\)。在图形上,这相当于加上一个反向向量。

In endpoint notation, the vector from point A to point B can be found by subtracting the position vector of A from the position vector of B: \(\overrightarrow{AB} = \mathbf{b} – \mathbf{a}\), where \(\mathbf{a}\) and \(\mathbf{b}\) are the position vectors of A and B respectively.

在端点表示法中,从点A到点B的向量可以通过将B的位置向量减去A的位置向量得到:\(\overrightarrow{AB} = \mathbf{b} – \mathbf{a}\),其中 \(\mathbf{a}\) 和 \(\mathbf{b}\) 分别是A和B的位置向量。


9. Scalar Multiplication | 标量乘法

A vector can be multiplied by a scalar (a real number). Each component of the vector is multiplied by that scalar. If \(k\) is a scalar and \(\mathbf{a} = \binom{a_1}{a_2}\), then:

向量可以与标量(实数)相乘。向量的每个分量都乘以该标量。如果 \(k\) 是一个标量且 \(\mathbf{a} = \binom{a_1}{a_2}\),则:

\(k\mathbf{a} = \binom{ka_1}{ka_2}\)

For example, if \(\mathbf{a} = \binom{2}{-1}\), then \(3\mathbf{a} = \binom{6}{-3}\).

例如,如果 \(\mathbf{a} = \binom{2}{-1}\),则 \(3\mathbf{a} = \binom{6}{-3}\)。

Scalar multiplication changes the magnitude of the vector by a factor of \(|k|\). If \(k > 0\), the direction remains the same; if \(k < 0\), the direction is reversed. If \(k = 0\), the result is the zero vector \(\binom{0}{0}\).

标量乘法将向量的模变为原来的 \(|k|\) 倍。如果 \(k > 0\),方向不变;如果 \(k < 0\),方向反转。如果 \(k = 0\),结果为零向量 \(\binom{0}{0}\)。


10. Parallel Vectors | 平行向量

Two vectors are parallel if one is a scalar multiple of the other. In other words, vectors \(\mathbf{a}\) and \(\mathbf{b}\) are parallel if there exists a scalar \(k\) such that \(\mathbf{b} = k\mathbf{a}\).

如果两个向量成标量倍数关系,则它们平行。换句话说,向量 \(\mathbf{a}\) 和 \(\mathbf{b}\) 平行,如果存在标量 \(k\) 使得 \(\mathbf{b} = k\mathbf{a}\)。

\(\mathbf{a} \parallel \mathbf{b} \iff \mathbf{b} = k\mathbf{a}\) for some scalar \(k\)

For example, \(\binom{2}{4}\) and \(\binom{1}{2}\) are parallel because \(\binom{2}{4} = 2\binom{1}{2}\). If \(k\) is positive, the vectors point in the same direction; if \(k\) is negative, they point in opposite directions.

例如,\(\binom{2}{4}\) 与 \(\binom{1}{2}\) 平行,因为 \(\binom{2}{4} = 2\binom{1}{2}\)。如果 \(k\) 为正,则两个向量方向相同;如果 \(k\) 为负,则方向相反。

This concept is frequently used to prove that points are collinear or that lines are parallel in coordinate geometry problems.

这一概念常用于证明点共线或在坐标几何问题中证明直线平行。


11. Position Vectors | 位置向量

A position vector describes the location of a point relative to the origin. For a point P with coordinates \((x, y)\), its position vector is written as \(\overrightarrow{OP} = \binom{x}{y}\), where O is the origin \((0, 0)\).

位置向量描述了一个点相对于原点的位置。对于坐标为 \((x, y)\) 的点P,其位置向量写作 \(\overrightarrow{OP} = \binom{x}{y}\),其中O是原点 \((0, 0)\)。

Position vectors allow us to express the vector between two points in terms of their coordinates. If point A has position vector \(\mathbf{a}\) and point B has position vector \(\mathbf{b}\), then the vector from A to B is:

位置向量使我们能够用点的坐标来表示两点之间的向量。如果点A的位置向量为 \(\mathbf{a}\),点B的位置向量为 \(\mathbf{b}\),则从A到B的向量为:

\(\overrightarrow{AB} = \mathbf{b} – \mathbf{a}\)

For example, if A = (1, 2) and B = (4, 6), then \(\mathbf{a} = \binom{1}{2}\), \(\mathbf{b} = \binom{4}{6}\), and \(\overrightarrow{AB} = \binom{4-1}{6-2} = \binom{3}{4}\).

例如,如果A = (1, 2),B = (4, 6),则 \(\mathbf{a} = \binom{1}{2}\),\(\mathbf{b} = \binom{4}{6}\),且 \(\overrightarrow{AB} = \binom{4-1}{6-2} = \binom{3}{4}\)。

The distance between A and B is simply the magnitude of this vector: \(|\overrightarrow{AB}| = \sqrt{3^2 + 4^2} = 5\).

A和B之间的距离就是该向量的模:\(|\overrightarrow{AB}| = \sqrt{3^2 + 4^2} = 5\)。


12. Unit Vectors | 单位向量

A unit vector is a vector with a magnitude of exactly 1. It is often used to indicate direction. The unit vector in the direction of a vector \(\mathbf{a}\) is found by dividing \(\mathbf{a}\) by its own magnitude:

单位向量是模恰好为1的向量。它通常用于指示方向。向量 \(\mathbf{a}\) 方向上的单位向量可以通过将 \(\mathbf{a}\) 除以其模来得到:

\(\hat{\mathbf{a}} = \frac{\mathbf{a}}{|\mathbf{a}|}\)

For example, for \(\mathbf{a} = \binom{3}{4}\), the magnitude is 5, so the unit vector in the direction of \(\mathbf{a}\) is \(\binom{3/5}{4/5}\).

例如,对于 \(\mathbf{a} = \binom{3}{4}\),模为5,因此 \(\mathbf{a}\) 方向上的单位向量是 \(\binom{3/5}{4/5}\)。

In two dimensions, there are two special unit vectors: \(\mathbf{i} = \binom{1}{0}\) (along the positive x-axis) and \(\mathbf{j} = \binom{0}{1}\) (along the positive y-axis). Any vector can be expressed as a combination of these:

在二维空间中,有两个特殊的单位向量:\(\mathbf{i} = \binom{1}{0}\)(沿x轴正方向)和 \(\mathbf{j} = \binom{0}{1}\)(沿y轴正方向)。任何向量都可以表示为它们的组合:

\(\binom{x}{y} = x\mathbf{i} + y\mathbf{j}\)

This notation is frequently used in physics and higher-level mathematics, and understanding it strengthens your foundation for future studies.

这种表示法在物理和高等数学中经常使用,理解它将为你未来的学习打下坚实基础。


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