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Linear Algebra Examples
Step 1
Set up the formula to find the characteristic equation .
Step 2
The identity matrix or unit matrix of size is the square matrix with ones on the main diagonal and zeros elsewhere.
Step 3
Step 3.1
Substitute for .
Step 3.2
Substitute for .
Step 4
Step 4.1
Simplify each term.
Step 4.1.1
Multiply by each element of the matrix.
Step 4.1.2
Simplify each element in the matrix.
Step 4.1.2.1
Multiply by .
Step 4.1.2.2
Multiply .
Step 4.1.2.2.1
Multiply by .
Step 4.1.2.2.2
Multiply by .
Step 4.1.2.3
Multiply .
Step 4.1.2.3.1
Multiply by .
Step 4.1.2.3.2
Multiply by .
Step 4.1.2.4
Multiply .
Step 4.1.2.4.1
Multiply by .
Step 4.1.2.4.2
Multiply by .
Step 4.1.2.5
Multiply by .
Step 4.1.2.6
Multiply .
Step 4.1.2.6.1
Multiply by .
Step 4.1.2.6.2
Multiply by .
Step 4.1.2.7
Multiply .
Step 4.1.2.7.1
Multiply by .
Step 4.1.2.7.2
Multiply by .
Step 4.1.2.8
Multiply .
Step 4.1.2.8.1
Multiply by .
Step 4.1.2.8.2
Multiply by .
Step 4.1.2.9
Multiply by .
Step 4.2
Add the corresponding elements.
Step 4.3
Simplify each element.
Step 4.3.1
Add and .
Step 4.3.2
Add and .
Step 4.3.3
Add and .
Step 4.3.4
Add and .
Step 4.3.5
Add and .
Step 4.3.6
Add and .
Step 5
Step 5.1
Choose the row or column with the most elements. If there are no elements choose any row or column. Multiply every element in row by its cofactor and add.
Step 5.1.1
Consider the corresponding sign chart.
Step 5.1.2
The cofactor is the minor with the sign changed if the indices match a position on the sign chart.
Step 5.1.3
The minor for is the determinant with row and column deleted.
Step 5.1.4
Multiply element by its cofactor.
Step 5.1.5
The minor for is the determinant with row and column deleted.
Step 5.1.6
Multiply element by its cofactor.
Step 5.1.7
The minor for is the determinant with row and column deleted.
Step 5.1.8
Multiply element by its cofactor.
Step 5.1.9
Add the terms together.
Step 5.2
Evaluate .
Step 5.2.1
The determinant of a matrix can be found using the formula .
Step 5.2.2
Simplify the determinant.
Step 5.2.2.1
Simplify each term.
Step 5.2.2.1.1
Expand using the FOIL Method.
Step 5.2.2.1.1.1
Apply the distributive property.
Step 5.2.2.1.1.2
Apply the distributive property.
Step 5.2.2.1.1.3
Apply the distributive property.
Step 5.2.2.1.2
Simplify and combine like terms.
Step 5.2.2.1.2.1
Simplify each term.
Step 5.2.2.1.2.1.1
Cancel the common factor of .
Step 5.2.2.1.2.1.1.1
Factor out of .
Step 5.2.2.1.2.1.1.2
Cancel the common factor.
Step 5.2.2.1.2.1.1.3
Rewrite the expression.
Step 5.2.2.1.2.1.2
Combine and .
Step 5.2.2.1.2.1.3
Multiply by .
Step 5.2.2.1.2.1.4
Rewrite using the commutative property of multiplication.
Step 5.2.2.1.2.1.5
Multiply by by adding the exponents.
Step 5.2.2.1.2.1.5.1
Move .
Step 5.2.2.1.2.1.5.2
Multiply by .
Step 5.2.2.1.2.1.6
Multiply by .
Step 5.2.2.1.2.1.7
Multiply by .
Step 5.2.2.1.2.2
To write as a fraction with a common denominator, multiply by .
Step 5.2.2.1.2.3
Combine and .
Step 5.2.2.1.2.4
Combine the numerators over the common denominator.
Step 5.2.2.1.2.5
To write as a fraction with a common denominator, multiply by .
Step 5.2.2.1.2.6
Write each expression with a common denominator of , by multiplying each by an appropriate factor of .
Step 5.2.2.1.2.6.1
Multiply by .
Step 5.2.2.1.2.6.2
Multiply by .
Step 5.2.2.1.2.7
Combine the numerators over the common denominator.
Step 5.2.2.1.2.8
To write as a fraction with a common denominator, multiply by .
Step 5.2.2.1.2.9
Combine and .
Step 5.2.2.1.2.10
Combine the numerators over the common denominator.
Step 5.2.2.1.3
Simplify the numerator.
Step 5.2.2.1.3.1
Multiply by .
Step 5.2.2.1.3.2
Multiply by .
Step 5.2.2.1.3.3
Move to the left of .
Step 5.2.2.1.3.4
Subtract from .
Step 5.2.2.1.3.5
Factor by grouping.
Step 5.2.2.1.3.5.1
Reorder terms.
Step 5.2.2.1.3.5.2
For a polynomial of the form , rewrite the middle term as a sum of two terms whose product is and whose sum is .
Step 5.2.2.1.3.5.2.1
Factor out of .
Step 5.2.2.1.3.5.2.2
Rewrite as plus
Step 5.2.2.1.3.5.2.3
Apply the distributive property.
Step 5.2.2.1.3.5.3
Factor out the greatest common factor from each group.
Step 5.2.2.1.3.5.3.1
Group the first two terms and the last two terms.
Step 5.2.2.1.3.5.3.2
Factor out the greatest common factor (GCF) from each group.
Step 5.2.2.1.3.5.4
Factor the polynomial by factoring out the greatest common factor, .
Step 5.2.2.1.4
Multiply .
Step 5.2.2.1.4.1
Multiply by .
Step 5.2.2.1.4.2
Multiply by .
Step 5.2.2.1.4.3
Multiply by .
Step 5.2.2.2
To write as a fraction with a common denominator, multiply by .
Step 5.2.2.3
To write as a fraction with a common denominator, multiply by .
Step 5.2.2.4
Write each expression with a common denominator of , by multiplying each by an appropriate factor of .
Step 5.2.2.4.1
Multiply by .
Step 5.2.2.4.2
Multiply by .
Step 5.2.2.4.3
Multiply by .
Step 5.2.2.4.4
Multiply by .
Step 5.2.2.5
Combine the numerators over the common denominator.
Step 5.2.2.6
Simplify the numerator.
Step 5.2.2.6.1
Expand using the FOIL Method.
Step 5.2.2.6.1.1
Apply the distributive property.
Step 5.2.2.6.1.2
Apply the distributive property.
Step 5.2.2.6.1.3
Apply the distributive property.
Step 5.2.2.6.2
Simplify and combine like terms.
Step 5.2.2.6.2.1
Simplify each term.
Step 5.2.2.6.2.1.1
Rewrite using the commutative property of multiplication.
Step 5.2.2.6.2.1.2
Multiply by by adding the exponents.
Step 5.2.2.6.2.1.2.1
Move .
Step 5.2.2.6.2.1.2.2
Multiply by .
Step 5.2.2.6.2.1.3
Move to the left of .
Step 5.2.2.6.2.1.4
Multiply by .
Step 5.2.2.6.2.1.5
Multiply by .
Step 5.2.2.6.2.2
Subtract from .
Step 5.2.2.6.3
Apply the distributive property.
Step 5.2.2.6.4
Simplify.
Step 5.2.2.6.4.1
Multiply by .
Step 5.2.2.6.4.2
Multiply by .
Step 5.2.2.6.4.3
Multiply by .
Step 5.2.2.6.5
Multiply by .
Step 5.2.2.6.6
Subtract from .
Step 5.3
Evaluate .
Step 5.3.1
The determinant of a matrix can be found using the formula .
Step 5.3.2
Simplify the determinant.
Step 5.3.2.1
Simplify each term.
Step 5.3.2.1.1
Apply the distributive property.
Step 5.3.2.1.2
Cancel the common factor of .
Step 5.3.2.1.2.1
Move the leading negative in into the numerator.
Step 5.3.2.1.2.2
Factor out of .
Step 5.3.2.1.2.3
Cancel the common factor.
Step 5.3.2.1.2.4
Rewrite the expression.
Step 5.3.2.1.3
Multiply .
Step 5.3.2.1.3.1
Multiply by .
Step 5.3.2.1.3.2
Multiply by .
Step 5.3.2.1.3.3
Combine and .
Step 5.3.2.1.4
Move the negative in front of the fraction.
Step 5.3.2.1.5
Multiply .
Step 5.3.2.1.5.1
Multiply by .
Step 5.3.2.1.5.2
Multiply by .
Step 5.3.2.1.5.3
Multiply by .
Step 5.3.2.1.6
Multiply .
Step 5.3.2.1.6.1
Multiply by .
Step 5.3.2.1.6.2
Multiply by .
Step 5.3.2.2
To write as a fraction with a common denominator, multiply by .
Step 5.3.2.3
Write each expression with a common denominator of , by multiplying each by an appropriate factor of .
Step 5.3.2.3.1
Multiply by .
Step 5.3.2.3.2
Multiply by .
Step 5.3.2.4
Combine the numerators over the common denominator.
Step 5.3.2.5
Simplify the numerator.
Step 5.3.2.5.1
Multiply by .
Step 5.3.2.5.2
Add and .
Step 5.3.2.6
Move the negative in front of the fraction.
Step 5.4
Evaluate .
Step 5.4.1
The determinant of a matrix can be found using the formula .
Step 5.4.2
Simplify the determinant.
Step 5.4.2.1
Simplify each term.
Step 5.4.2.1.1
Cancel the common factor of .
Step 5.4.2.1.1.1
Move the leading negative in into the numerator.
Step 5.4.2.1.1.2
Factor out of .
Step 5.4.2.1.1.3
Factor out of .
Step 5.4.2.1.1.4
Cancel the common factor.
Step 5.4.2.1.1.5
Rewrite the expression.
Step 5.4.2.1.2
Multiply by .
Step 5.4.2.1.3
Multiply by .
Step 5.4.2.1.4
Multiply by .
Step 5.4.2.1.5
Move the negative in front of the fraction.
Step 5.4.2.1.6
Apply the distributive property.
Step 5.4.2.1.7
Cancel the common factor of .
Step 5.4.2.1.7.1
Move the leading negative in into the numerator.
Step 5.4.2.1.7.2
Factor out of .
Step 5.4.2.1.7.3
Factor out of .
Step 5.4.2.1.7.4
Cancel the common factor.
Step 5.4.2.1.7.5
Rewrite the expression.
Step 5.4.2.1.8
Multiply by .
Step 5.4.2.1.9
Multiply by .
Step 5.4.2.1.10
Multiply by .
Step 5.4.2.1.11
Multiply .
Step 5.4.2.1.11.1
Multiply by .
Step 5.4.2.1.11.2
Multiply by .
Step 5.4.2.1.11.3
Combine and .
Step 5.4.2.1.12
Move the negative in front of the fraction.
Step 5.4.2.1.13
Apply the distributive property.
Step 5.4.2.1.14
Multiply .
Step 5.4.2.1.14.1
Multiply by .
Step 5.4.2.1.14.2
Multiply by .
Step 5.4.2.2
Combine the numerators over the common denominator.
Step 5.4.2.3
Add and .
Step 5.4.2.4
Simplify each term.
Step 5.4.2.4.1
Cancel the common factor of and .
Step 5.4.2.4.1.1
Factor out of .
Step 5.4.2.4.1.2
Cancel the common factors.
Step 5.4.2.4.1.2.1
Factor out of .
Step 5.4.2.4.1.2.2
Cancel the common factor.
Step 5.4.2.4.1.2.3
Rewrite the expression.
Step 5.4.2.4.2
Move the negative in front of the fraction.
Step 5.4.2.5
Reorder and .
Step 5.5
Simplify the determinant.
Step 5.5.1
Simplify each term.
Step 5.5.1.1
Apply the distributive property.
Step 5.5.1.2
Multiply .
Step 5.5.1.2.1
Multiply by .
Step 5.5.1.2.2
Multiply by .
Step 5.5.1.3
Combine and .
Step 5.5.1.4
To write as a fraction with a common denominator, multiply by .
Step 5.5.1.5
Write each expression with a common denominator of , by multiplying each by an appropriate factor of .
Step 5.5.1.5.1
Multiply by .
Step 5.5.1.5.2
Multiply by .
Step 5.5.1.6
Combine the numerators over the common denominator.
Step 5.5.1.7
Simplify the numerator.
Step 5.5.1.7.1
Factor out of .
Step 5.5.1.7.1.1
Factor out of .
Step 5.5.1.7.1.2
Factor out of .
Step 5.5.1.7.1.3
Factor out of .
Step 5.5.1.7.2
Rewrite as .
Step 5.5.1.7.3
Multiply by .
Step 5.5.1.8
Apply the distributive property.
Step 5.5.1.9
Multiply .
Step 5.5.1.9.1
Multiply by .
Step 5.5.1.9.2
Multiply by .
Step 5.5.1.9.3
Multiply by .
Step 5.5.1.10
Multiply .
Step 5.5.1.10.1
Multiply by .
Step 5.5.1.10.2
Multiply by .
Step 5.5.1.10.3
Multiply by .
Step 5.5.1.11
Apply the distributive property.
Step 5.5.1.12
Multiply .
Step 5.5.1.12.1
Multiply by .
Step 5.5.1.12.2
Multiply by .
Step 5.5.1.12.3
Multiply by .
Step 5.5.1.12.4
Multiply by .
Step 5.5.1.12.5
Multiply by .
Step 5.5.1.13
Multiply .
Step 5.5.1.13.1
Multiply by .
Step 5.5.1.13.2
Multiply by .
Step 5.5.1.13.3
Multiply by .
Step 5.5.2
To write as a fraction with a common denominator, multiply by .
Step 5.5.3
Write each expression with a common denominator of , by multiplying each by an appropriate factor of .
Step 5.5.3.1
Multiply by .
Step 5.5.3.2
Multiply by .
Step 5.5.4
Combine the numerators over the common denominator.
Step 5.5.5
Simplify each term.
Step 5.5.5.1
Simplify the numerator.
Step 5.5.5.1.1
Expand by multiplying each term in the first expression by each term in the second expression.
Step 5.5.5.1.2
Simplify each term.
Step 5.5.5.1.2.1
Multiply by .
Step 5.5.5.1.2.2
Rewrite using the commutative property of multiplication.
Step 5.5.5.1.2.3
Multiply by by adding the exponents.
Step 5.5.5.1.2.3.1
Move .
Step 5.5.5.1.2.3.2
Multiply by .
Step 5.5.5.1.2.3.2.1
Raise to the power of .
Step 5.5.5.1.2.3.2.2
Use the power rule to combine exponents.
Step 5.5.5.1.2.3.3
Add and .
Step 5.5.5.1.2.4
Multiply by .
Step 5.5.5.1.2.5
Multiply by .
Step 5.5.5.1.2.6
Rewrite using the commutative property of multiplication.
Step 5.5.5.1.2.7
Multiply by by adding the exponents.
Step 5.5.5.1.2.7.1
Move .
Step 5.5.5.1.2.7.2
Multiply by .
Step 5.5.5.1.2.8
Multiply by .
Step 5.5.5.1.2.9
Multiply by .
Step 5.5.5.1.2.10
Multiply by .
Step 5.5.5.1.3
Add and .
Step 5.5.5.1.4
Subtract from .
Step 5.5.5.1.5
Multiply by .
Step 5.5.5.1.6
Add and .
Step 5.5.5.1.7
Reorder terms.
Step 5.5.5.1.8
Factor out of .
Step 5.5.5.1.8.1
Factor out of .
Step 5.5.5.1.8.2
Factor out of .
Step 5.5.5.1.8.3
Factor out of .
Step 5.5.5.1.8.4
Factor out of .
Step 5.5.5.1.8.5
Factor out of .
Step 5.5.5.1.8.6
Factor out of .
Step 5.5.5.1.8.7
Factor out of .
Step 5.5.5.2
Cancel the common factors.
Step 5.5.5.2.1
Factor out of .
Step 5.5.5.2.2
Cancel the common factor.
Step 5.5.5.2.3
Rewrite the expression.
Step 5.5.6
To write as a fraction with a common denominator, multiply by .
Step 5.5.7
Write each expression with a common denominator of , by multiplying each by an appropriate factor of .
Step 5.5.7.1
Multiply by .
Step 5.5.7.2
Multiply by .
Step 5.5.8
Combine the numerators over the common denominator.
Step 5.5.9
Simplify the numerator.
Step 5.5.9.1
Apply the distributive property.
Step 5.5.9.2
Simplify.
Step 5.5.9.2.1
Multiply by .
Step 5.5.9.2.2
Multiply by .
Step 5.5.9.2.3
Multiply by .
Step 5.5.9.2.4
Multiply by .
Step 5.5.9.3
Subtract from .
Step 5.5.10
To write as a fraction with a common denominator, multiply by .
Step 5.5.11
Write each expression with a common denominator of , by multiplying each by an appropriate factor of .
Step 5.5.11.1
Multiply by .
Step 5.5.11.2
Multiply by .
Step 5.5.12
Combine the numerators over the common denominator.
Step 5.5.13
Simplify the numerator.
Step 5.5.13.1
Multiply by .
Step 5.5.13.2
Add and .
Step 5.5.14
To write as a fraction with a common denominator, multiply by .
Step 5.5.15
Write each expression with a common denominator of , by multiplying each by an appropriate factor of .
Step 5.5.15.1
Multiply by .
Step 5.5.15.2
Multiply by .
Step 5.5.16
Combine the numerators over the common denominator.
Step 5.5.17
Simplify the numerator.
Step 5.5.17.1
Multiply by .
Step 5.5.17.2
Subtract from .
Step 5.5.18
Factor out of .
Step 5.5.19
Factor out of .
Step 5.5.20
Factor out of .
Step 5.5.21
Factor out of .
Step 5.5.22
Factor out of .
Step 5.5.23
Rewrite as .
Step 5.5.24
Factor out of .
Step 5.5.25
Rewrite as .
Step 5.5.26
Move the negative in front of the fraction.
Step 6
Set the characteristic polynomial equal to to find the eigenvalues .
Step 7
Step 7.1
Graph each side of the equation. The solution is the x-value of the point of intersection.