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Understanding Basic Matrix Operations
Aug 20, 2024
Lecture on Matrices: Basic Operations
Key Topics Covered
Addition and Subtraction of Matrices
Properties of Matrix Addition
Matrix Operations
Addition
Definition
: Two matrices can be added only if they have the same dimensions.
Resulting Matrix
: The resulting matrix will have the same dimensions as the original matrices.
Method
: Add corresponding entries from each matrix.
Subtraction
Definition
: Similar to addition, matrices must be the same size.
Resulting Matrix
: The resulting matrix will have the same dimensions as the original matrices.
Order
: Important to maintain order; A - B ≠B - A.
Method
: Subtract corresponding entries.
Examples
Example 1: Subtracting Matrices D and C
Matrices Provided
: D and C, both are 2x3 matrices.
Calculation
:
Subtract entries of C from D:
Resulting matrix:
1st row: [6-3, -2-6, 12-(-9)] => [3, -8, 21]
2nd row: [-8-5, 3-7, 4-(-1)] => [-13, -4, 5]
Final Result
: 2x3 matrix:
[ [3, -8, 21], [-13, -4, 5] ]
Example 2: Using Calculator for Matrix Operations
Steps
:
Enter matrices using matrix menu on calculator.
Perform subtraction D - C using calculator functions.
Example 3: C minus B
Matrices
:
C (2x3), B (2x2)
Outcome
: Operation not possible as dimensions don't match.
Example 4: A plus B
Matrices
:
A (2x2), B (2x2)
Calculation
:
Add corresponding entries:
Resulting matrix:
[ [-2+1, 4x-11], [y+3y, 8+18] ]
Simplifies to [ [-1, 4x-11], [4y, 26] ]
Properties of Matrix Addition
Commutative Property
The order of addition does not matter as long as matrices are the same size.
A + B = B + A
Associative Property
The grouping of matrices doesn't change the result.
(A + B) + C = A + (B + C)
Identity Property
Adding a zero matrix (all entries are zeros) to any matrix yields the original matrix.
Inverse Property
The inverse of a matrix is obtained by changing the sign of each entry.
Adding a matrix and its inverse results in a zero matrix.
Examples of Properties
Example 5: Additive Inverse
Matrix B
:
Change sign of each entry.
Result: [ [-1, 11], [-3y, -18] ]
Example 6: Additive Identity
Matrix D
(2x3):
Identity matrix is a zero matrix of the same size (2x3).
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