A matrix is a mathematical structure that allows organizing data in rows and columns, facilitating the representation and manipulation of information in various fields, such as engineering, physics, economics and computer science. Matrix exercises help us understand how to work with them, from basic operations like addition and multiplication, to more advanced concepts like determining inverses.
Solve the following problems
Given the matrices
Calculate the following sums and subtractions:
a
b
a
We add the elements that are in the same position of both matrices:
b
We subtract the elements that are in the same position of both matrices:
Given the matrices:
Calcular:
a
b
a
We add the elements that are in the same position of both matrices:
b
We subtract the elements that are in the same position of both matrices:
Given the matrices
Verify if holds
1 We calculate
We multiply row by column
(dot product) to obtain element
2 We calculate
We multiply row by column
(dot product) to obtain element
3 With the above we verify that
Given the matrices
Verify if holds
1 We calculate
We multiply row by column
(dot product) to obtain element
2 We calculate
We multiply row by column
(dot product) to obtain element
3 With the above we verify that
Given the matrices
Calculate:
a
b
We remember that the transpose of a matrix is obtained by interchanging the rows with the columns
a We calculate
b We calculate
Given the matrices:
Calculate:
a
b
We remember that the transpose of a matrix is obtained by interchanging the rows with the columns
a We calculate
b We calculate
Given the matrices:
Calculate:
a
b
a We calculate
b We calculate
Given the matrices
Calculate:
a
b
a We calculate
b We calculate
Find for
and
1 We calculate
2 We calculate
3 We notice that the element found in position matches the power of
, so we propose for power
4 Let's see if the proposed formula holds for power
With the above we verify that the proposed formula is valid for any power
Prove that , where
1 We calculate
2 We substitute in the left side of the equation and calculate
Thus, we have proved the requested equality.
Prove that , where
1 We calculate
2 We substitute in the left side of the equation and calculate
Thus, we have proved the requested equality.
Calculate the inverse matrix of
1 Construct a matrix of type
2 Use the Gauss method to transform the left half, , into the identity matrix, and the resulting matrix on the right side will be the inverse matrix
.
We make
We make
We make y
3 The inverse matrix is
Calculate the inverse matrix of
1 Construct a matrix of type
2 Use the Gauss method to transform the left half, , into the identity matrix, and the resulting matrix on the right side will be the inverse matrix
.
We make
We make
We make and
3 The inverse matrix is
Calculate the inverse matrix of:
1 Construct a matrix of type
2 Use the Gauss method to transform the left half, , into the identity matrix, and the resulting matrix on the right side will be the inverse matrix
.
We make
We make and
3 The inverse matrix is
Obtain matrices and
that satisfy the system:
1 We multiply the second equation by
2 We add member by member and solve for
3 If we multiply the first equation by 3 and add member by member we obtain:
A factory produces two washing machine models, and
, in three finishes:
and
. It produces model
units in finish
,
units in finish
and
units in finish
. It produces model
units in finish
,
units in finish
and
units in finish
. Finish
takes
workshop hours and
administration hour. Finish
takes
workshop hours and
administration hours. Finish
takes
workshop hours and
administration hours.
1 Represent the information in two matrices.
2 Find a matrix that expresses the workshop and administration hours used for each of the models.
Production matrix:
Rows: Models ; Columns: Finishes
Cost matrix in hours:
Rows: Finishes ; Columns: Cost in hours:
Matrix that expresses the workshop and administration hours for each of the models:
Calculate the rank of the following matrix:
We perform elementary row operations:
1 We make
2 We make
3 We make
Thus .
Given:
Calculate the value of in the following equations:
1
2
3
4
5
We solve for variable in each of the equations
1
2
3
4
5
Solve in matrix form the system:
1 We write in matrix form
2 We solve the equation
3 Thus, the solution is
Solve in matrix form the system:
1 We write in matrix form
2 We solve the equation
3 Thus, the solution is