Vectors Portal
1Overview
A vector is an algebraic object equipped with addition and scalar multiplication. After coordinates are chosen, vectors can be computed as arrays of components; in geometry, they represent displacement, direction, and magnitude. This portal keeps these interpretations distinct and connects them according to their prerequisites.
2Foundational sequence
Study the following lectures in their _order.json order.
- Define vector addition and scalar multiplication componentwise.
- Introduce the zero vector, additive inverses, and the standard basis.
- Distinguish row vectors from column vectors.
- Study geometric vectors, magnitude, dot products, and angles.
3Points and position vectors
A point represents a location, whereas a vector represents displacement between two points; the two are not identical. After learning this distinction, choose an origin to represent points by position vectors and describe division points and centroids by affine combinations.
data/lecture/math/vector/points-versus-vectors.lecture.n.md data/lecture/math/vector/position-vectors-and-geometry-applications.lecture.n.md data/lecture/math/vector/affine-combinations-and-centroids.lecture.n.md4Extension to three dimensions
The cross product is defined for real three-dimensional vectors and encodes the area of their parallelogram together with a normal direction determined by operand order. The scalar triple product gives oriented volume. Before studying the cross product, complete the dot product, three-dimensional coordinates, and determinants.
data/lecture/math/linear-algebra/determinants.lecture.n.md data/lecture/math/vector/cross-product-basics.lecture.n.md data/lecture/math/vector/scalar-triple-products-and-volume.lecture.n.md5Connections to other fields
- Linear algebra generalizes these ideas to linear combinations, linear independence, bases, and linear maps.
- Coordinate geometry extends descriptions by points and equations to descriptions by position vectors and dot products.
- Vector calculus introduces vector-valued functions and differentiation. Single-variable and multivariable calculus are prerequisites.