What is the span of two nonzero, non-collinear vectors in a 2D plane?
Conditions
- The two vectors are nonzero.
- The two vectors are non-collinear (they do not lie on the same line).
Reasoning, step by step
- Identify two nonzero, non-collinear vectors.
- Form all possible linear combinations of these vectors using real coefficients.
- Observe that the endpoints of these combinations cover the entire 2D plane.
- Conclude that the span of these vectors is the 2D plane.
Example
Two nonzero, non-collinear vectors span the plane, meaning their linear combinations can reach any point in the 2D space.
Common misconceptions
- Believing the span only includes the specific points shown in a visual animation.
- Thinking that collinear vectors also span the entire 2D plane.
Watch the explanation
Connected concepts
Explore next
Related questions
A third vector lying perfectly flat on the plane created by the first two provides no new directional freedom. Mathematically, it is redundant because it can be written as a linear combination of the other two vectors.
Conditions: Three vectors exist in 3D space; The first two vectors are linearly independent (non-parallel); The third vector lies within the plane spanned by the first two
Adding a third vector that pokes out of the plane at an angle allows the entire 2D sheet to slide up and down through space. With three freely varying scalars (), the span expands from a plane to encompass every conceivable point in the 3D volume, effectively filling all of 3D space.
Conditions: Starting with two linearly independent vectors spanning a plane; Introducing a third vector that is NOT in that plane
To form a basis, a set of vectors must be both linearly independent and span the target space. Linear independence means each vector contributes a brand-new dimension that cannot be recreated by the others.
Conditions: The vectors belong to the target vector space; The set is minimal (no redundant vectors)
A linear combination of two arbitrary non-collinear vectors and is formed by multiplying each vector by a scalar ( and ) and adding them together (). If both scalars are allowed to vary continuously across all real numbers, the tips of these combined vectors sweep out every possible point on the 2D plane.
Conditions: The two vectors and are non-collinear (point in different directions and do not lie on the same line).; The scalars and vary continuously across all real numbers.
In 3D space, the span of two non-parallel vectors forms a tilted, infinitely extending flat sheet cutting through the origin. While each individual vector spans a line, their linear combination traces out this entire 2D plane embedded within the 3D volume.
Conditions: Working in three-dimensional Euclidean space; Two vectors and are non-parallel
Answers are generated from source material and independently checked. Consult the original video or creator if something is unclear.