Linear Maps can have multidimensional inputs and output vectors, so long as they satisfy:

  • Additivity
  • Homogeneity In their respective dimension

2D Linear Transformation

Where

Proving 2D Linear Transformation

  1. Show Additivity ()
  2. Show Homogeneity ()