Matrices and Determinants

System of Linear Equations

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System of Linear Equations

System of Linear Equations

This lesson covers the following key concepts:

  • System as AX = B (matrix method)
  • Solution using A⁻¹: X = A⁻¹B
  • Cramer's rule for solving equations
  • Consistency: unique, infinite, no solution
  • Homogeneous vs non-homogeneous systems
  • Criteria based on |A| and adj(A)·B
  • Applications to real-world problems

Important Formulas

  • AX=BX=A1B if A0AX = B \Rightarrow X = A^{-1}B \text{ if } |A| \neq 0
  • Cramer’s: xi=AiA\text{Cramer's: } x_i = \frac{|A_i|}{|A|}
  • A0:unique solution|A| \neq 0: \text{unique solution}
  • A=0,(adj A)B=0:infinite solutions|A| = 0, (\text{adj A})B = 0: \text{infinite solutions}
  • A=0,(adj A)B0:no solution|A| = 0, (\text{adj A})B \neq 0: \text{no solution}
  • Homogeneous: non-trivial solution iff A=0\text{Homogeneous: non-trivial solution iff } |A| = 0