LINEAR ALGEBRA PRACTICE EXERCISES

ELEMENTARY MATRICES

Reminder: an Elementary Matrix is an Identity matrix
on which a single row operation has been performed.

example: the elementary matrix A = is I 2 x 2 with row 2 added to row 1.

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QUESTIONS

1) B =

a) Find 3 elementary matrices E 1, E 2, E 3, such that E 3 $ E 2 $ E 1 $ B = I.
b) Find 3 elementary matrices D 1, D 2, D 3, such that D 1 $ D 2 $ D 3 = B.

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2) C =

a) Find 4 elementary matrices E 1, E 2, E 3, E 4, such that E 4 $ E 3 $ E 2 $ E 1 $ C = I.
b) Find 4 elementary matrices D 1, D 2, D 3, D 4 such that D 1 $ D 2 $ D 3 $ D 4 = C.

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3) A = and B =

Find 2 elementary matrices E 1 and E 2 so that E 2 $ E 1 $ A = B

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4) A = and B =

Find 2 elementary matrices E 1 and E 2 so that E 1 $ A = E 2 $ B

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5) If A = use elementary matrices to find A - 1 if it exists.

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SOLUTIONS

1) B =

a) The 3 row operations we want to perform on B to obtain I are:
i) row 2 minus 2(row 1) ii) -1/3(row 2) iii) row 1 minus 3(row 2)
E 1 = ,

so E 1 B =

E 2 = ,

so E 2 E 1 B =

E 3 = ,

so E 3 E 2 E 1 B =

     

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b) now we want to do the inverse of the 3 row operations in the reverse order*.
So the 3 row operations we want to perform on I to obtain B are:
iii) row 2 plus 2(row 1) ii) - 3 (row 2) i) row 1 plus 3(row 2)
D 1 = ,

so D 1 D 2 D3 = = B

D 2 = ,

so D 2 D3 =

D 3 = ,

     

* Note: we did these operations in the reverse order because of how the question is stated.
Had we been asked to find these matrices such that D 3 $ D 2 $ D 1 = B, we
would have done the operations in the same order we used in part (a).
Remember that matrix multiplication on the right and on the left are not
necessarily equivalent operations.

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2) C =

a) We want to turn C into I so here's the 4 operations we should do:
i) switch row 3 and row 1

E 1 = ,

so E 1 C =

ii) take ½ (row 2)

E 2 = ,

so E 2 E 1 C =

   
iii) row 3 minus 6(row 2)

E 3 = ,

so E 3 E 2 E 1 C =

iv) row 2 minus 2(row 3)

E 4 = ,

so E 4 E 3 E 2 E 1 C == I

   

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b) Just as in question 1, we want the inverse operations in the reverse order.
iv) switch row 3 and row 1

D 1 = ,

iii) take 2 (row 2)

E 2 = ,

   
ii) row 3 plus 6(row 2)

E 3 = ,

i) row 2 plus 2(row 3)

E 4 = ,

   

** Note that the order is reversed. the 1st move is in the fourth table cell.

3) A = and B =

Since row 2 in both matrices is identical, we need to change row 1 and row 3.
To change Row 3 of A to Row 3 of B, we take row 3 minus 2(row 1).
This makes E 1 = ,

Now, to change Row 1 of A into Row 1 of B, we take row 1 minus 4(row 2)

This makes E 2 = and E 2 $ E 1 $ A = B

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4) A = and B =

It's pretty obvious that we have to switch the rows and double or halve a row.
The order we choose determines which set of answers we get.
i) If we double row 1 of A first, E 1 = , and E 1 A = ,
This will make E 2 = , and E 2 B = so that E 1 $ A = E 2 $ B

ii) If we flip the rows of A first, E 1 = , and E 1 A =

This will make E 2 = , since we need to take ½ of row 2
E 2 B = so that E 1 $ A = E 2 $ B

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5) We set up the "super-augmented" matrix with A on the left and I on the right,
then we do row reduction. When we have I on the left, we have A - 1 on the right.

The steps which reduce A to I are:

i) switch R3 and R1 ii) R2 - 4(R1)
R3 - 3(R1)

iii) - (R3 - R2)

iv) R1 - R3
R2 - 2(R3)

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