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Understanding Matrices: Basics and Operations
Aug 3, 2024
Notes on Matrices
Definition of a Matrix
A matrix is an array of numbers arranged in rows and columns.
Order of a Matrix
The order of a matrix is defined by its number of rows and columns.
Example: For matrix A with elements 2, 7, -4, 6, 3, 5:
Order
: 2 rows and 3 columns →
2 x 3 matrix
Identifying Elements in a Matrix
Elements are identified by their row and column position.
Notation:
Element a_{ij}
where
i
is the row and
j
is the column.
Example for matrix A:
Element a_{23} = 5 (2nd row, 3rd column)
Element a_{12} = 7 (1st row, 2nd column)
Element a_{21} = 6 (2nd row, 1st column)
Another Example: Matrix B
Matrix B has elements: 4, 3, 7, -2, 5, 6, -4, 9, -3, 8, 1, -7.
Order
: 3 rows and 4 columns →
3 x 4 matrix
Example of identifying elements in matrix B:
Element b_{11} = 4
Element b_{23} = -4
Element b_{14} = -2
Element b_{34} = -7
Identifying the Order of Multiple Matrices
Matrix C: 2 x 2 (square matrix)
Matrix D: 3 x 2
Matrix E: 1 x 1 (single number)
Matrix F: 1 x 4
Matrix G: 3 x 3 (square matrix)
Matrix H: 2 x 4
Adding Matrices
Matrices can only be added if they have the same order.
Example: Add matrix A (2, 3, 5, -4) and matrix B (7, 4, -3, 5):
Sum:
(2+7, 3+4, 5+(-3), -4+5)
Result: (9, 7, 2, 1)
Multiplying a Matrix by a Scalar
To multiply a matrix by a scalar, multiply every element by that scalar.
Example: 4A for matrix A (2, 3, 5, -4):
Result: (8, 12, 20, -16)
Subtracting Matrices
Matrices can be subtracted in the same way as they are added, ensuring they have the same order.
Example: Subtract matrix A from matrix B:
Result:
(2 - 7, 3 - 4, 5 - (-3), -4 - 5)
Result: (-5, -1, 8, -9)
Conclusion
Understanding the order of matrices and how to identify elements is essential.
Addition and subtraction of matrices require matching dimensions.
Additional Resources
For more videos on pre-calculus, check the description section for links.
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