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๐Ÿ“˜ Short Note: Matrices and Determinants

Mohd Adil Ansari
2 days ago 0 0

๐Ÿ”น Matrix:
A matrix is a rectangular array of numbers arranged in rows and columns.
Example:
A = [ [1, 2],
    [3, 4] ]
(This is a 2×2 matrix)


๐Ÿ”น Types of Matrices:

  • Row Matrix – Only 1 row

  • Column Matrix – Only 1 column

  • Square Matrix – Rows = Columns

  • Diagonal Matrix – Only diagonal elements are non-zero

  • Identity Matrix (I) – Diagonal elements are 1, others are 0


๐Ÿ”น Matrix Operations:

  1. Addition/Subtraction – Same size only

  2. Multiplication – Rows of 1st × Columns of 2nd

  3. Transpose (Aแต—) – Rows become columns

  4. Inverse (Aโป¹) – Aโป¹ = adj(A) / |A| (Only for square matrices with |A| ≠ 0)


๐Ÿ”น Determinant (|A|):
For 2×2 matrix:
If A = [ [a, b],
    [ c, d] ]
Then |A| = (a × d) − (b × c)

If |A| = 0 → No inverse (Singular matrix)


๐Ÿ”น Applications:
โœ… Solving linear equations
โœ… Engineering systems (Electrical, Civil, Mechanical)
โœ… Graphics and simulations
โœ… Machine learning and data science

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