



Study with the several resources on Docsity
Earn points by helping other students or get them with a premium plan
Prepare for your exams
Study with the several resources on Docsity
Earn points to download
Earn points by helping other students or get them with a premium plan
linear algebra lecture notes ron larson
Typology: Lecture notes
1 / 5
This page cannot be seen from the preview
Don't miss anything!




Definitions
A linear equation in n variables
1 2 3
n
has the form
1 1 2 2 3 3
n n
The coefficients
1 2 3
n
1
is the leading coefficient
and
1
is the leading variable.
A system of m linear equations in n variables is a set of equations, each of which is linear in the same n variables:
11 11 12 12 13 13 1 1 1
21 21 22 22 23 23 2 2 2
1 1 2 2 3 3
n n
n n
m m m m m m mn mn m
A solution of a linear system is sequence of numbers
1 2 3
n
that is a solution of each equation in the system.
Definition
A system of linear equations is consistent when it has at least one solution and inconsistent when it has no solution.
For a system of linear equations, exactly one of the statements below is true.
A system is in row-echelon form if it has a āstair-stepā pattern with leading coefficients of 1.
Two systems of linear equations are equivalent when they have the same solution set. To solve a system that is not in
row-echelon form, first rewrite it as an equivalent system that is in row-echelon form using the operations listed below.
Rewriting a system of linear equations in row-echelon form usually involves a chain of equivalent systems, using one of
the three basic operations to obtain each system. This process is called Gaussian elimination.
Ex 1 Use elimination to rewrite a system in row-echelon form (Gaussian elimination)
1 2 3
1 3
1 2 3
Ex 2 Find the value(s) of k such that the system of linear equations has no solutions
1 2 3
1 2 3
x x kx
x x x
Ex 2 Solve the system using Gauss-Jordan elimination
a)
1 2 3
1 3
1 2 3
b)
1 2 3 4
1 2 3 4
x x x x
x x x x
Systems of linear equations in which each of the constant terms is zero are called homogeneous. A homogeneous
system must have at least one solution. A homogeneous system of equations in variables has the form
11 11 12 12 13 13 1 1
21 21 22 22 23 23 2 2
1 1 2 2 3 3
n n
n n
m m m m m m mn mn
Ex 3 Assume A is the augmented matrix of a system of linear equations and find the value of k such that the system is
consistent.
Ex 4 Assume A is the coefficient matrix of a homogeneous system of linear equations and find the value of k such that
the system is consistent.