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Vectors in 2D and 3D

Mathematics Algebra Difficulty 2/5

Beginning of the lesson

Vectors in the Plane and in Space

A complete guide to understanding, computing with, and applying vectors in 2D and 3D.


1. Two Faces of a Vector

The Geometric Face

A vector is a quantity that has both a magnitude (length) and a direction. Geometrically, we picture it as a directed line segment — an arrow drawn from a starting point (the tail) to an ending point (the tip).

Free Vectors & Equality: Two arrows that have the same length and point in the same direction represent the same vector, no matter where they are placed. This idea is called parallel transport. We call such vectors free vectors.
The Coordinate (Algebraic) Face

Algebraically, a vector is an ordered pair (in 2D) or ordered triple (in 3D) of real numbers:

In 2D: $\;\mathbf{v} = \langle a,\, b \rangle$   |   In 3D: $\;\mathbf{v} = \langle a,\, b,\, c \rangle$

These numbers are called the components of the vector.

The Bridge: Position Vectors

The two views are connected by the position vector. If we place the tail of a vector at the origin $O$, its tip lands at a point whose coordinates are exactly the vector's components. So the point $P(a, b, c)$ corresponds to the position vector $\overrightarrow{OP} = \langle a, b, c \rangle$.

Key Skill: You must be able to switch fluently between the geometric picture (arrows, directions, lengths) and the coordinate picture (numbers, formulas). Every problem can be attacked from either side.
Interactive visualization — available in the full lesson

Both arrows have the same length and direction — they represent the same free vector $\langle 4, 3 \rangle$.

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In the full lesson

  • The complete explanation
  • Worked examples
  • Common mistakes and how to avoid them
  • Test questions: 15
  • AI tutor that answers questions about the topic
  • Progress tracking for students, parents and teachers