Homogeneous system
System is homogenous if can be written Ax=0
Trivial solution
Solution where x=0
Nontrivial solution
For Ax=0 if the equation has at least one free variable
Matrix Equation Theorem
Span of vectors
If augmented matrix has a zero row, it is within the span. If it becomes consistent, then it is linear independent and not in the span
Existence and uniqueness theorem
LInear system is consistent if we don’t get a row where 0=x.
Consistent systems
Have a unique solution with no free variables
Have infinite solution if it has one free variable
Pivot position
Entry in matrix that has leading 1 in RREF
Pivot column
Column of A that has a pivot position
Echelon form
Reduced row echelon form
Consistent
System with at least one solution
Inconsistent
System with no solutions
Linear dependence
If a set contains more vectors than there are entries, the set is linearly dependent. For example, 4 vectors with only 3 entries.
T: R^n -> R^m
One-to-one, m >=n
Onto R^m, m<= n
If vector has only trivial solution
The vectors are linearly independent