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ObsidianVault/College/AU 26/MATH 208 (Matrix Algebra)/Chapter 2.2 - Span.md
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2026-10-07 10:03:03 -07:00

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if \{\mathbf{u}_{1}, \mathbf{u}_{2}, \dots, \mathbf{u}_{m}\} is a set of vectors in \mathbf{R}^n then the span of the set is given as \text{span}\{\mathbf{u_{1}}, \mathbf{u_{2}}, \dots, \mathbf{u_{m}}\} and represents the set of all linear combinations

x_{1}\mathbf{u_{1}}+x_{2}\mathbf{u_{2}}+\dots+x_{m}\mathbf{u_{m}}

where x_{1}, x_{2},\dots, x_{m} can be any real numbers

Span represents all points in n-dimensional space that a set of vectors could reach when combined in a certain linear combination.

if \text{span}\{\mathbf{u}_{1}, \mathbf{u}_{2}, \dots, \mathbf{u}_{m}\} = \mathbf{R^n} then the vectors \{\mathbf{u}_{1}, \mathbf{u}_{2}, \dots, \mathbf{u}_{m}\} spans \mathbf{R}^n

In three dimensions the span of two vectors can be visualized by the plane containing both of them. Any point on this plane can be reached by a linear combination of the vectors but any other point that does not lie on the plane cannot.