FM - Core Pure 1 - 6) Matrices Flashcards
Definition of a square matrix
Matrix where the numbers of rows and cloumns are the same
Definition of a zero matrix
Matrix where all the numbers are 0
Definition and notation of an identity matrix
- Square matrix where the numbers in the leading diagonal (TL to BR) are 1 and the rest are 0
- Ik where k is the number of rows (or columns)
Result of multiplying a matrix by its inverse matrix
MM-1 = I
Information that the rows and colums of matrices give when multiplying them
R×C × R×C ↓
- Inside numbers show if the two can be multiplied
- Outside numbers show the dimensions of the resulting multiplied matrix
Definition of a singular and non-singular matrix
- Singular → determinant = 0
- Non-singular → determinant ≠ 0
Determinant of a 2×2 matrix
ad - bc
Inverse of a 2×2 matrix
1/det(M) |d-c-ba|
Determinant of a 3×3 matrix
2×2 determinants of → a|ehf·i| - b|dgf·i| + c|degh|
Method to find the inverse of a 3×3 matrix
- Find the determinant
- Form the matrix of minors (top 3 of 9 already done)
- Form the matrix of cofactors (inverse sign for middles of each edge)
- Transpose it (rows become columns)
- 1/determinant |transposed matrix|
Manipulate (AB)-1 (non-singlular matrices)
B-1A-1
Rearrange (matrix) A(xyz) = v (xyz is vertical)
(xyz) = A-1v
Meanings of a consistent and inconsistent system of linear equations
- Has one set of values that satisfy all the equations simultaneously
- Otherwise its inconsistent
Method to find the geometric configuration of the corresponding matrix what each means
- Non-singular → consistent, one unique point, planes meet at a single point
- LHS and RHS of each equation are multiples of all the others → consistent, infinite many solutions, all three equations represent the same plane
- LHS (but not RHS) of two or more equations are multiples of each other → inconsistent, no solutions, two or more of the planes are parallel and non-identical
- When one variable is eliminated, there are solutions to the new equations → consistent, infinite many solutions, sheaf
- ↑ But has no solutions→ inconsistent, no solutions, prism