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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​)
    ​