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  • Perplex

    Matrices (Lesson 3/5)

    Geometric Transformations with Matrices

    1 / 28

    Discussion

    Consider the matrix M=(ac​bd​), and the unit vectors i=(10​), j=(01​).

    (a)

    Find Mi, Mj and M(i+j).

    Solution:

    Think of multiplying by a matrix as mixing its columns. The entries of the vector tell you how many of each column to take.

    So multiplying by i=(10​) picks 1 of the first column and 0 of the second:

    Mi=(ac​bd​)(10​)=1⋅(ac​)+0⋅(bd​)=(ac​)

    Multiplying by j=(01​) picks 0 of the first column and 1 of the second:

    Mj=(ac​bd​)(01​)=0⋅(ac​)+1⋅(bd​)=(bd​)

    Adding the inputs adds the mixes, so i+j takes one of each column:

    M(i+j)=Mi+Mj=(ac​)+(bd​)=(a+bc+d​)