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Q.

How to Solve Linear Equations in Three Variables​

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Detailed Solution

Solve a 3-variable system using algebraic methodselimination, substitution, or the matrix method (Cramer’s Rule / inverse). Graphically, each equation is a plane in 3D; a unique solution is the common point of intersection.

General Form

a1x + b1y + c1z = d1
a2x + b2y + c2z = d2
a3x + b3y + c3z = d3

Methods at a Glance

MethodWhen to UseCore StepsMini Example (outline)
EliminationCoefficients align or can be alignedEliminate one variable by combining two equations → reduce to 2 equations in 2 variables → solve → back-substitute for the third variable.From E1 & E2 eliminate z; from E1 & E3 eliminate z → solve the 2×2 result → back-substitute.
SubstitutionOne equation isolates a variable easilySolve one equation for x (or y, z) → substitute into other two → solve 2×2 system → back-substitute twice.From E1: x = (d1 − b1y − c1z)/a1 → put into E2, E3 → solve → back-substitute.
Matrix (Cramer / Inverse)Clear numeric coefficients; check det ≠ 0Write AX = B. If det(A) ≠ 0, then X = A−1B or use Cramer’s Rule:
x = Δx/Δ, y = Δy/Δ, z = Δz/Δ.
Compute Δ = det(A); replace columns to get Δx, Δy, Δz → divide.

Worked Mini-Example

E1: x + y + z = 6 E2: 2x − y + z = 3 E3: x + 2y − z = 3

Eliminate z using E2 − E1 ⇒ x − 2y = −3; use E3 − E1 ⇒ y − 2z = −3.
Solve with E1 to get: x = 9/7, y = 15/7, z = 18/7.

Nature of Solutions (Consistency)

  • Unique solution: three planes meet at one point (Δ ≠ 0).
  • No solution: planes are parallel or mutually inconsistent.
  • Infinitely many solutions: planes coincide or intersect along a line.

Prefer elimination for hand calculations; use the matrix method for clean coefficient matrices and to test uniqueness via det(A).

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