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BASIC CONCEPT OF MATRIX
DEFINITION OF MATRIX
 A matrix is an ordered rectangular array of numbers
that representation some data.
 A matrix on its own has no value – it is just a
representation of data.
 Forms the basis of computer programming.
TYPES OF MATRIX
 Row matrix : it having only one row. Ex- [ 1 4 5 ]
 Column matrix : it having only one column. Ex-
 Zero matrix : A matrix is called a zero matrix if all the
entries are 0. Ex-
 Square matrix: if number of rows is equal to number of
columns. Ex-
 Diagonal matrix: A square matrix is called diagonal matrix,
if all of its non-diagonal elements are zero.
Ex-
 Scalar matrix: A square matrix is called scalar matrix if
diagonal elements are same and other are “0”.
Ex-
TYPES OF MATRIX
 Identity/ unit matrix: A square matrix is identity if
diagonal entries are 1 and other are 0. Ex-
REPRESENTATION OF MATRIX
 A=[aij]M×N
 aij= element in row ‘i’ and column ‘j’ ,where ‘a’ is
an element in the matrix.
ADDITION OF TWO MATRICES
 When two matrices of same order are added, their
corresponding entries are added.
 Type equation here.,
 A =
𝟐 𝟒𝟓 𝟕𝟐
𝟔 𝟑 𝟎
𝟕 𝟗 𝟏𝟎
𝟑 × 𝟑 𝐁 =
𝟒𝟎 𝟕 𝟗
𝟔 𝟏 𝟐
𝟕 𝟐 𝟖
3×3
 A+B=
𝟐 𝟒𝟓 𝟕𝟐
𝟔 𝟑 𝟎
𝟕 𝟗 𝟏𝟎
+
𝟒𝟎 𝟕 𝟗
𝟔 𝟏 𝟐
𝟕 𝟐 𝟖
=
(𝟐 + 𝟒𝟎) (𝟒𝟓 + 𝟕) (𝟕𝟐 + 𝟗)
(𝟔 + 𝟔) (𝟑 + 𝟏) (𝟎 + 𝟐)
(𝟕 + 𝟕) (𝟗 + 𝟐) (𝟏𝟎 + 𝟖)
=
𝟒𝟐 𝟓𝟐 𝟖𝟏
𝟏𝟐 𝟒 𝟐
𝟏𝟒 𝟏𝟏 𝟏𝟖
3×3
 Only matrices of the same order can be added.
 Rule 1: A+B=B+A
SUBTRACTION OF TWO MATRICES
 When two matrices of same order are subtracted, their
corresponding entries are subtracted.
 A=
𝟏𝟖 𝟐𝟔 𝟏𝟐
𝟏𝟎 𝟏𝟏 𝟏𝟐
𝟖 𝟏𝟎 𝟏𝟔
𝟑 × 𝟑 𝐁 =
𝟕 𝟐 𝟏𝟓
𝟏𝟑 𝟑 𝟓
𝟓 𝟖 𝟗
3×3
 A-B=
𝟏𝟖 𝟐𝟔 𝟏𝟐
𝟏𝟎 𝟏𝟏 𝟏𝟐
𝟖 𝟏𝟎 𝟏𝟔
−
𝟕 𝟐 𝟏𝟓
𝟏𝟑 𝟑 𝟓
𝟓 𝟖 𝟗
=
(𝟏𝟖 − 𝟕) (𝟐𝟔 − 𝟐) (𝟏𝟐 − 𝟏𝟓)
(𝟏𝟎 − 𝟏𝟑) (𝟏𝟏 − 𝟑) (𝟏𝟐 − 𝟓)
(𝟖 − 𝟓) (𝟏𝟎 − 𝟖) (𝟏𝟔 − 𝟗)
=
𝟏𝟏 𝟐𝟒 −𝟑
−𝟑 𝟖 𝟕
𝟑 𝟐 𝟕
 B-A=
𝟕 𝟐 𝟏𝟓
𝟏𝟑 𝟑 𝟓
𝟓 𝟖 𝟗
−
𝟏𝟖 𝟐𝟔 𝟏𝟐
𝟏𝟎 𝟏𝟏 𝟏𝟐
𝟖 𝟏𝟎 𝟏𝟔
=
−𝟏𝟏 −𝟐𝟒 𝟑
𝟑 −𝟖 −𝟕
−𝟑 −𝟐 −𝟕
𝟑 × 𝟑
 Role 2: A-B ≠ B-A
MULTIPLICATION OF MATRICES
 In matrix multiplication, the production of m×n matrix. for,
example, matrix A is a 2×3 matrix and matrix B is a 3×4
matrix, then AB is a 2×4 matrices.
 A=
𝟎 𝟐
𝟐 𝟏
𝟑
𝟒
𝟐 × 𝟑 𝐁=
𝟏 𝟓 𝟖
𝟐 𝟔 𝟑
𝟏 𝟐𝟐 𝟏𝟏
𝟗
𝟏𝟎
𝟕
3× 𝟒
 AB= (𝟎 × 𝟏 + 𝟐 × 𝟐 + 𝟑 × 𝟏) (𝟎 × 𝟓 + 𝟐 × 𝟔 + 𝟑 × 𝟐𝟐)
(𝟐 × 𝟏 + 𝟏 × 𝟐 + 𝟒 × 𝟏) (𝟐 × 𝟓 + 𝟏 × 𝟔 + 𝟒 × 𝟐𝟐)
(𝟎 × 𝟖 + 𝟐 × 𝟑 + 𝟑 × 𝟏𝟏)
(𝟐 × 𝟖 + 𝟏 × 𝟑 + 𝟒 × 𝟏𝟏)
(𝟎 × 𝟗 + 𝟐 × 𝟏𝟎 + 𝟑 × 𝟕)
(𝟐 × 𝟗 + 𝟏 × 𝟏𝟎 + 𝟒 × 𝟕)
=
𝟕 𝟕𝟖
𝟖 𝟏𝟎𝟒
𝟑𝟗
𝟔𝟑
𝟒𝟏
𝟓𝟔
2× 𝟒
TRANSPOSE OF MATRIX
 Matrix formed by interchanging rows and columns of A
is called A transpose(A’).
THANKING YOU

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Essential Matrix Concepts

  • 2. DEFINITION OF MATRIX  A matrix is an ordered rectangular array of numbers that representation some data.  A matrix on its own has no value – it is just a representation of data.  Forms the basis of computer programming.
  • 3. TYPES OF MATRIX  Row matrix : it having only one row. Ex- [ 1 4 5 ]  Column matrix : it having only one column. Ex-  Zero matrix : A matrix is called a zero matrix if all the entries are 0. Ex-  Square matrix: if number of rows is equal to number of columns. Ex-  Diagonal matrix: A square matrix is called diagonal matrix, if all of its non-diagonal elements are zero. Ex-  Scalar matrix: A square matrix is called scalar matrix if diagonal elements are same and other are “0”. Ex-
  • 4. TYPES OF MATRIX  Identity/ unit matrix: A square matrix is identity if diagonal entries are 1 and other are 0. Ex- REPRESENTATION OF MATRIX  A=[aij]M×N  aij= element in row ‘i’ and column ‘j’ ,where ‘a’ is an element in the matrix.
  • 5. ADDITION OF TWO MATRICES  When two matrices of same order are added, their corresponding entries are added.  Type equation here.,  A = 𝟐 𝟒𝟓 𝟕𝟐 𝟔 𝟑 𝟎 𝟕 𝟗 𝟏𝟎 𝟑 × 𝟑 𝐁 = 𝟒𝟎 𝟕 𝟗 𝟔 𝟏 𝟐 𝟕 𝟐 𝟖 3×3  A+B= 𝟐 𝟒𝟓 𝟕𝟐 𝟔 𝟑 𝟎 𝟕 𝟗 𝟏𝟎 + 𝟒𝟎 𝟕 𝟗 𝟔 𝟏 𝟐 𝟕 𝟐 𝟖 = (𝟐 + 𝟒𝟎) (𝟒𝟓 + 𝟕) (𝟕𝟐 + 𝟗) (𝟔 + 𝟔) (𝟑 + 𝟏) (𝟎 + 𝟐) (𝟕 + 𝟕) (𝟗 + 𝟐) (𝟏𝟎 + 𝟖) = 𝟒𝟐 𝟓𝟐 𝟖𝟏 𝟏𝟐 𝟒 𝟐 𝟏𝟒 𝟏𝟏 𝟏𝟖 3×3  Only matrices of the same order can be added.  Rule 1: A+B=B+A
  • 6. SUBTRACTION OF TWO MATRICES  When two matrices of same order are subtracted, their corresponding entries are subtracted.  A= 𝟏𝟖 𝟐𝟔 𝟏𝟐 𝟏𝟎 𝟏𝟏 𝟏𝟐 𝟖 𝟏𝟎 𝟏𝟔 𝟑 × 𝟑 𝐁 = 𝟕 𝟐 𝟏𝟓 𝟏𝟑 𝟑 𝟓 𝟓 𝟖 𝟗 3×3  A-B= 𝟏𝟖 𝟐𝟔 𝟏𝟐 𝟏𝟎 𝟏𝟏 𝟏𝟐 𝟖 𝟏𝟎 𝟏𝟔 − 𝟕 𝟐 𝟏𝟓 𝟏𝟑 𝟑 𝟓 𝟓 𝟖 𝟗 = (𝟏𝟖 − 𝟕) (𝟐𝟔 − 𝟐) (𝟏𝟐 − 𝟏𝟓) (𝟏𝟎 − 𝟏𝟑) (𝟏𝟏 − 𝟑) (𝟏𝟐 − 𝟓) (𝟖 − 𝟓) (𝟏𝟎 − 𝟖) (𝟏𝟔 − 𝟗) = 𝟏𝟏 𝟐𝟒 −𝟑 −𝟑 𝟖 𝟕 𝟑 𝟐 𝟕  B-A= 𝟕 𝟐 𝟏𝟓 𝟏𝟑 𝟑 𝟓 𝟓 𝟖 𝟗 − 𝟏𝟖 𝟐𝟔 𝟏𝟐 𝟏𝟎 𝟏𝟏 𝟏𝟐 𝟖 𝟏𝟎 𝟏𝟔 = −𝟏𝟏 −𝟐𝟒 𝟑 𝟑 −𝟖 −𝟕 −𝟑 −𝟐 −𝟕 𝟑 × 𝟑  Role 2: A-B ≠ B-A
  • 7. MULTIPLICATION OF MATRICES  In matrix multiplication, the production of m×n matrix. for, example, matrix A is a 2×3 matrix and matrix B is a 3×4 matrix, then AB is a 2×4 matrices.  A= 𝟎 𝟐 𝟐 𝟏 𝟑 𝟒 𝟐 × 𝟑 𝐁= 𝟏 𝟓 𝟖 𝟐 𝟔 𝟑 𝟏 𝟐𝟐 𝟏𝟏 𝟗 𝟏𝟎 𝟕 3× 𝟒  AB= (𝟎 × 𝟏 + 𝟐 × 𝟐 + 𝟑 × 𝟏) (𝟎 × 𝟓 + 𝟐 × 𝟔 + 𝟑 × 𝟐𝟐) (𝟐 × 𝟏 + 𝟏 × 𝟐 + 𝟒 × 𝟏) (𝟐 × 𝟓 + 𝟏 × 𝟔 + 𝟒 × 𝟐𝟐) (𝟎 × 𝟖 + 𝟐 × 𝟑 + 𝟑 × 𝟏𝟏) (𝟐 × 𝟖 + 𝟏 × 𝟑 + 𝟒 × 𝟏𝟏) (𝟎 × 𝟗 + 𝟐 × 𝟏𝟎 + 𝟑 × 𝟕) (𝟐 × 𝟗 + 𝟏 × 𝟏𝟎 + 𝟒 × 𝟕) = 𝟕 𝟕𝟖 𝟖 𝟏𝟎𝟒 𝟑𝟗 𝟔𝟑 𝟒𝟏 𝟓𝟔 2× 𝟒
  • 8. TRANSPOSE OF MATRIX  Matrix formed by interchanging rows and columns of A is called A transpose(A’).