Part of ALG-01 — Matrices & Determinants

Systems of Linear Equations

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A system of n equations in n unknowns AX = B is analyzed by examining the coefficient determinant D = det(A).

Case 1: D != 0 (Non-singular coefficient matrix) Unique solution exists. Use Cramer's Rule: xix_i = DiD\frac{D_i}{D} where DiD_i is obtained by replacing the i-th column of A with B.

Case 2: D = 0 (Singular coefficient matrix)

  • If D1D_1 = D2D_2 = D3D_3 = 0: Infinitely many solutions. The system is consistent but underdetermined. Express solutions in terms of a free parameter.
  • If any DiD_i != 0: No solution. The system is inconsistent.

Homogeneous Systems (AX = O):

  • D != 0: Only trivial solution X = O
  • D = 0: Infinitely many non-trivial solutions exist
  • Special case: If #unknowns > #equations, non-trivial solutions always exist

Rank Method (Rouche-Capelli Theorem):

  • rank(A) = rank([A|B]) = n: unique solution
  • rank(A) = rank([A|B]) < n: infinite solutions with (n - rank) free variables
  • rank(A) < rank([A|B]): no solution

JEE Problem Types:

  1. Find parameter values for which system has no/unique/infinite solutions
  2. For homogeneous systems, find the ratio x:y:z using cross-multiplication
  3. Determine geometric interpretation (planes meeting at a point, along a line, or forming a prism)

Common Exam Strategy: When D = 0, always check ALL DiD_i values. Students often stop at D = 0 and immediately conclude "infinite solutions" without checking consistency.

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