All Linear Algebra Resources
Example Questions
Example Question #343 : Operations And Properties
Let be a four-by-four matrix.
Cofactor must be equal to:
The reciprocal of Minor
Minor
The additive inverse of the reciprocal of Minor
The additive inverse of Minor
None of the other choices gives a correct response.
Minor
The minor of a matrix is the determinant of the matrix formed by striking out Row and Column . By definition, the corresponding cofactor can be calculated from this minor using the formula
Set ; the formula becomes
,
making the quantities equal.
Example Question #31 : The Determinant
True or False: If is a matrix obtained from (both being square matrices) by swapping any two rows, then .
False
True
True
This is not easy to prove in a nutshell, but it can be believed by examining a few examples.
For instance
.
And swapping the 2nd and the 4th row gives
.
So the determinants are negatives of each other. (Both determinants were evaluated using a calculator.)
Example Question #32 : The Determinant
True or false: If where is a constant, then
False
True
False
We cannot deduce anything about how the determinant of a multiple of changes without knowing the size of . In general , where is the size of the (square) matrix .
In our case , which varies depending on the size of the matrix in question.
Example Question #424 : Linear Algebra
and are nonsingular matrices with the same dimension.
Which of the following is equal to ?
The determinant of the product of two matrices is equal to the product of the individual determinants, so
By a trigonometric identity,
, or , so, setting :
.
Example Question #425 : Linear Algebra
The equation of the plane that includes the points , , and can be found by way of evaluating
Find the equation of the plane that passes through the points , , and .
A way to simplify this problem is to translate each of the points using the transformation
.
This translates the points as follows:
Replace with for the sake of simplicity.
The determinant equation becomes
The determinant can be calculated by multiplying each entry in one row or column by its corresponding cofactor, then adding the products.The easiest row or column to choose is the second row, which has only one nonzero entry. This is equal to
is equal to ,
Minor is the determinant of the matrix formed by the deletion of the second row and the fourth column; this determinant is
The determinant of a three-by-three matrix can be found by adding the upper-left to lower-right products and subtracting the upper-right to lower-left products, as shown:
Set this determinant equal to 0. The equation of the plane in terms of is
Substituting back for these variables, the equation becomes
,
the correct response.
Example Question #33 : The Determinant
The equation of the plane that includes the points , , and can be found by way of evaluating
Find the equation of the plane that passes through the origin, , and .
Replace the first three elements in each of the last three rows with the given coordinates of the points:
The determinant can be calculated by multiplying each entry in one row or column by its corresponding cofactor, then adding the products.The easiest row or column to choose is the second row, which has only one nonzero entry. This is equal to
is equal to ,
Minor is the determinant of the matrix formed by the deletion of the second row and the fourth column; this determinant is
The determinant of a three-by-three matrix can be found by adding the upper-left to lower-right products and subtracting the upper-right to lower-left products, as shown:
Set this determinant equal to 0. The equation of the plane is
.
Example Question #34 : The Determinant
and are nonsingular matrices of the same size.
True or false: must be a true statement.
True
False
True
The determinant of the product of matrices is equal to the product of the individual determinants; also, the determinant of the inverse of a matrix is the reciprocal of the determinant of the original matrix. Therefore,
The statement is true.
Example Question #344 : Operations And Properties
and are square matrices of the same size.
True or false: must be a true statement.
True
False
False
The determinant of the product of matrices is equal to the product of the individual determinants; also, the determinant of the transpose of a matrix is equal to that of the original matrix. It follows that
Therefore, is only true if , or, equivalently, if . The statement is false.
Example Question #429 : Linear Algebra
The volume of a tetrahedron in coordinate space with its vertices at the points is given by the following equation:
where
A tetrahedron has its vertices at , , , and . Give the volume of the tetrahedron.
For reasons that will become clear, the problem is made easier if each point is translated similarly so that one of them translates to the origin . Select the translation . Then the translations are:
Replace the variables in the matrix with these modified values:
The determinant can be found by choosing any row or column and adding the products of each value and its cofactor. Since the first row has three zeroes, thanks to our translations, choose this row:
,
where is the minor - the determinant of the matrix formed when Row 1 and Column 4 are removed:
The determinant of a matrix can be found by adding the products of the upper-left to lower-right diagonals and subtracting the products of the upper-right to lower-left diagonals:
,
and .
,
the volume of the tetrahedron.
Example Question #351 : Operations And Properties
Give the determinant of .
The determinant of a matrix can be calculated by subtracting the upper-right to lower-left product from the upper-left to lower-right product: