DG

Fundamental question of linear algebra in various contexts

  Existence Uniqueness
Equations Are there
solutions to
Ax=b
for a given b?

(Is the aug. system
[A b] consistent?)

Are there
solutions to
Ax=b
for all b?

(Is the aug. system
[A b] consistent
for any b?)

Is the
trivial solution x=0
to Ax=0
the only one?
Echelon form Is the
augmentation column
pivotless?
Do all rows
have pivots
in the coefficient part?

(If yes, then
no pivot can fall in the
augmentation column,
no matter what b is.)

Do all
coefficient columns
have pivots?

(A pivotless
coefficient column
means a free variable.)

Vectors Is b in the
span(cols of A)?
Do cols of A span
the whole space?
Are cols of A
linearly independent?
Linear map T
(T(x)=Ax)
Is b in the
range(T)?
Is T onto?

(Does range(T)
= codomain(T)?)

Is T 1-1?

(Does ker(T) = 0?)

Last updated: Jun 17 18:53 / Last fetched: Tue Dec 2 08:44:22 CST 2008