Linear Algebra · Advanced · 7 min

Basis & coordinates

Coordinates describe a vector relative to a chosen independent set of directions.

WHAT HAPPENS IF…For t=−1, what are the coordinates of (4,2)?
Interactive exploration
Loading the mathematical model…

Connect the picture to the ideav=αb1+βb2v=\alpha b_1+\beta b_2

For v=(4,2), b₁=(1,1), b₂=(1,t), the equations are α+β=4 and α+tβ=2. When t≠1, β=−2/(t−1) and α=4−β. As the directions nearly coincide, the coordinates can become large even though the vector remains small.

A detail that matters

Dotting with basis vectors gives coordinates only for an orthonormal basis, not an arbitrary basis.

Keep the connection going

One idea leads to another.

More linear algebra ↗