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Matrix is?
a rectangular arrangements of numbers, symbols or expression in rows and columns.
Element
individual number or symbol in a matrix
Rows
Horizontal lines of an element
Columns
Vertical lines of an elements
Dimension
indicates how many rows and columns the matrix has.
Matrix Addition
perform by adding the corresponding elements of two matrices that have the same dimension.
Matrix Subtraction
performed by subtracting the corresponding elements of two matrices with the same dimension
Matrix Multiplication
performed by multiplying two matrices to get new matrix
Scalar Multiplication
multiplying element of matrix by a number
Transpost of a Matrix
obtained by interchanging it rows and columns
Commutative Addition
the order of addition does not affect by the result, still the same
Commutative Addition
A+B = B+A
Associative property of Addition
matrix are group and does not affect the results, still the same
Associative property of Addition
(A+B)+ C = A+(B+C)
Distribute Property
distributing over addition by a scalar(number)
Distribute Property
K(A+B)=KA+KB
Zero Matrix Property
adding zero matrix does not affect the results
Zero Matrix Property
A+0=A
Non-Commutative Property
the order of multiplying matters; its affect the result
Non-Commutative Property
A×B≠B×A
Associative property
grouping does not affect multiplication
Associative property
(A×B)×C=A×(B×C)
Distributive property
multiplication distribute over addition
Distributive property
A×(B+C) = A×B+A×C
Identity Matrix Property
multiplying matrix by an identity Matrix
Identity Matrix Property
A×I=I×A=A
Multiplication by Zero Matrix
multiplying by zero results to zero
Multiplication by Zero Matrix
A×0=0
Transpost of a Transpost
taking the transpost twice and returns to the original matrix
Transpost of a Transpost
(AT)T=A
Transpost of a Sum
transpost of a sum equals the sum of transpost
Transpost of a Sum
(A+B)T = AT+BT
Transpost of a Scalar Multiple
transpost of a matrix multiplied by a scalar
Transpost of a Scalar
(KA)T=KAT
Transpost of a product
transpost of a product reverse the order of multiplication
Transpost of a Product
(AB)T=BTAT
Symmetric Matrices
matrix is symmetry if its equal to its transpost
Symmetric Matrices
A=AT
Matrix A
consist coefficient
Matrix X
contains variables
Matrix B
contains constant number
Linear Equations example
x+y+z=1
Matrix row operation
an action applied to the rows of matrix that transform it without changing the solution of the corresponding system of a linear equations
Row Swapping
Ri—Rj
Row Multiplication
multiplying a non-xero scalar(K) to all the elements within the rows
Row Addition
add a scalar multiple of one row to another row
Elementary Matrix
a matrix form by applying exactly one row operation on identity matrix.
Reduce Row Echelon Form (RREF)
reduce the matrix to make a identity Matrix
Augmented Matrix
a matrix is formed by appending constant matrix B to the matrix A
Augmented Matrix
[A|B]
A= [1 6 4 9]
2 by 2 dimension
A= [ 2 4 6 8 ] B= [ 1 2 5 6 ]
A+B = [ 3 6 11 14]