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Matrices — Class 12 Maharashtra HSC Mathematics revision notes

A 5-page visual revision sheet for Matrices, written for Class 12 Maharashtra HSC Mathematics. Formulas, diagrams and the traps that cost marks, laid out to be read the night before rather than the term before. Free, and it opens inside CapCompass.

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Matrices in one look

row and column moves that build an inverse two ways, then solve equations with it

Elementary Transformations

  • six elementary transformations: three on rows, three on columns, each giving a matrix equivalent, never equal
  • interchange rows i and j: R_i ↔ R_j, also written R_ij
  • the same move on columns: C_i ↔ C_j, written C_ij
  • scale row i by k≠0: R_i to kR_i; same on columns, C_i to kC_i
  • add k times row i to row j: R_j to R_j+kR_i, only R_j changes
  • the symbol ~ means equivalent to, never equal: write A ~ B, not A = B

Notation for Elementary Transformations

  • interchange rows i and j R_i ↔ R_j
  • scale row i by k, k≠0 R_i to kR_i
  • add k times row i to row j R_j to R_j+kR_i

Inverse by Transformation

  • if AB=BA=I for square A, B is the inverse A^-1; when it exists, it is unique
  • for AA^-1=I: augment with I, reduce left to I; same moves turn right into A^-1
  • for A^-1A=I instead, use column transformations throughout; never mix rows and columns in one reduction
  • a row (or column) collapsing entirely to zero before I is reached means A is singular

Inverse by Transformation, worked

  1. augment A with I: left side has rows (2,1) and (1,1), right side has rows (1,0) and (0,1)
  2. R_1 ↔ R_2: left rows become (1,1) and (2,1), right rows become (0,1) and (1,0)
  3. R_2 to R_2-2R_1: left rows become (1,1) and (0,-1), right rows become (0,1) and (1,-2)
  4. R_2 to -R_2: left rows become (1,1) and (0,1), right rows become (0,1) and (-1,2)
  5. R_1 to R_1-R_2: left side is now I, right rows are (1,-1) and (-1,2)
  6. **A^-1 has rows (1,-1) and (-1,2)**

Minors and Cofactors

  • minor M_ij of a_ij: the determinant left after deleting row i and column j
  • cofactor A_ij=(-1)^i+jM_ij: same value as the minor, sign flipped when i+j is odd
  • signs alternate in a checkerboard, starting with plus at position (1,1)

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