A vector is a fundamental concept in mathematics and physics, representing both a direction and a magnitude. Vectors are typically denoted using boldface letters such as \( \mathbf{u} \) or \( \mathbf{v} \). They can exist in any dimension, but in the context of 3D space, they have three components, each corresponding to one of the three axes (\( \mathbf{i}, \mathbf{j}, \mathbf{k} \)).
Consider a vector \( \mathbf{u} = 2 \mathbf{i} - 10 \mathbf{j} + 15 \mathbf{k} \). Here, 2 is the coefficient of \( \mathbf{i} \), meaning the vector extends 2 units in the x-direction. Similarly, it extends -10 units in the y-direction and 15 units in the z-direction. This vector can be thought of as an arrow pointing in 3D space, starting from the origin and heading toward the point (2, -10, 15).
- Magnitude: The length of a vector. It can be computed using the formula \( \sqrt{x^2 + y^2 + z^2} \) for a 3-dimensional vector.
- Direction: The orientation of the vector in space. The direction can be represented as a unit vector (a vector with a magnitude of 1).
Vectors are crucial for representing physical quantities like velocity, force, and acceleration, which have both magnitude and direction.