Q.Solve the following system of equations by matrix method. 3x−2y+3z=8, 2x+y−z=1, 4x−3y+2z=4.
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Solving a System of Equations by the Matrix Method
A system of linear equations can be written as a single matrix equation and solved in one clean step using the inverse of a matrix. This is the Class-12 "matrix method" for simultaneous equations.
Writing the system as AX=B
Take the system
a1x+b1y+c1z=d1,a2x+b2y+c2z=d2,a3x+b3y+c3z=d3.
Collect the coefficients, the unknowns, and the constants into matrices:
A=a1a2a3b1b2b3c1c2c3,X=xyz,B=d1d2d3.
Then the whole system is just
AX=B.
Solving when A is invertible
If det(A)=0, then A−1 exists, and multiplying both sides on the left by A−1 gives
X=A−1B,where A−1=det(A)1adj(A).
So you compute det(A), then adj(A), form A−1, and multiply by B. The single column X=A−1B hands you x, y, z at once, and because A−1 is unique, the solution is unique.
Multiply in the correct order: X=A−1B, not BA−1. Matrix multiplication is not commutative, and BA−1 is not even defined here.
When det(A)=0
If det(A)=0, A−1 does not exist and the inverse method fails. The system is then either inconsistent (no solution) or has infinitely many solutions. Decide which by computing (adjA)B:
- (adjA)B=O → no solution (inconsistent).
- (adjA)B=O → infinitely many solutions (consistent, dependent). …
Write the system as AX=B and use X=A−1B.
A=324−21−33−12,B=814.
Determinant. detA=3(−1)+2(8)+3(−10)=−3+16−30=−17=0.
Adjoint. The cofactor matrix is −1−5−1−8−69−1017, so
adjA=−1−8−10−5−61−197,A−1=−171adjA. …
Written as AX=B, the system has detA=−17=0, so X=A−1B=(1,2,3). Thus x=1, y=2, z=3.
Set up
A=324−21−33−12,X=xyz,B=814.
If detA=0 the unique solution is X=A−1B.
Step 1 — Determinant
Expanding along row 1,
detA=31−3−12−(−2)24−12+3241−3=3(−1)+2(8)+3(−10)=−17.
Since detA=−17=0, a unique solution exists.
Step 2 — Cofactors
C11=−1, C12=−8, C13=−10,C21=−5, C22=−6, C23=1,C31=−1, C32=9, C33=7.
Cofactor matrix: −1−5−1−8−69−1017.
Step 3 — Adjoint and inverse
Transposing, …
Method: Solving a 3-Variable System by the Matrix (Adjoint) Method
This method solves a system of three linear equations in three unknowns by writing it as AX=B and computing X=A−1B using the adjoint, since no simple 2×2-style shortcut exists at this size.
Steps
Step 1: Write the system as AX=B
Collect coefficients into a 3×3 matrix A, unknowns into X=(x,y,z)T, constants into B.
Step 2: Compute det(A) by cofactor expansion
Expand along whichever row or column has the most convenient entries (zeros or small numbers). If det(A)=0, the matrix method fails here — check consistency by another route instead.
Step 3: Compute all nine cofactors Cij
Delete each row/column pair, evaluate the resulting 2×2 minor, and attach the checkerboard sign (−1)i+j.
Step 4: Transpose the cofactor matrix to get adj(A)
adj(A)=[Cij]T
Step 5: Form A−1 and multiply by B
X=A−1B=det(A)1adj(A)⋅B …
Common Mistakes
Mistake 1: A sign or arithmetic slip in one of the nine cofactors, carried through to a wrong inverse
Why it's wrong: computing det(A) and all nine cofactors for a 3×3 system involves many small 2×2 determinants — a single sign error (e.g. mishandling a negative entry like −2 or −1 in the coefficient matrix) silently produces a wrong adjoint and a wrong final solution, with no obvious warning sign. Correct approach: after finding X, substitute back into all three original equations — a genuine arithmetic slip almost always fails at least one of the three checks.
Mistake 2: Dividing by det(A) too early, creating messy fractions that then get mis-simplified …
Showing the 12 most recent of 32 on this concept.
- AP EAPCET 2024Set eng-2024-05-22-AN1 markMCQQ.The system of linear equations x+2y+z=−3, 3x+3y−2z=−1, 2x+7y+7z=−4 has (A) infinite number of solutions (B) no solution (C) unique solution (D) finite number of solutions
›Reveal solutionSolution
Eliminating one variable reduces the system to two equations that contradict each other outright, which is the signature of an inconsistent linear system: the coefficient determinant is zero, but the system does not have infinitely many solutions — it has none.
Concept and Intuition
When the determinant of the coefficient matrix of a 3×3 linear system is zero, the system is not guaranteed a unique solution — but that alone doesn't tell you whether it has infinitely many solutions or none at all. You have to check consistency by actually trying to solve (or by comparing ranks of the coefficient matrix and the augmented matrix). A quick, reliable way for a 3-variable system is to eliminate one variable using two different pairs of equations and see if the resulting two-variable equations agree or contradict.
Step-by-Step Solution
- Equations: (1) x+2y+z=−3, (2) 3x+3y−2z=−1, (3) 2x+7y+7z=−4.
- From (1): x=−3−2y−z.
- Substitute into (2): 3(−3−2y−z)+3y−2z=−1⇒−9−6y−3z+3y−2z=−1⇒−9−3y−5z=−1⇒3y+5z=−8. Call this (A).
- Substitute into (3): 2(−3−2y−z)+7y+7z=−4⇒−6−4y−2z+7y+7z=−4⇒−6+3y+5z=−4⇒3y+5z=2. Call this (B).
- Compare (A) and (B): both say "3y+5z= something," but (A) requires it to equal −8 while (B) requires it to equal 2. These cannot both be true — a direct contradiction. …
- AP EAPCET 2025Set eng-2025-05-22-AN1 markMCQQ.The number of solutions of the system of equations 2x+y−z=7, x−3y+2z=1, x+4y−3z=5 is (A) 1 (B) 0 (C) Infinite (D) 2
›Reveal solutionSolution
The coefficient determinant is 0, and substitution shows the equations are mutually contradictory — the system has no solution. Answer: (B).
Concept and Intuition
When the determinant of the coefficient matrix of a 3×3 linear system is zero, the system is NOT guaranteed a unique solution — it is either inconsistent (no solution) or has infinitely many solutions, depending on whether the equations are compatible. The way to tell them apart is to actually eliminate variables and see whether you reach a contradiction (like 0= nonzero) or a genuine identity (0=0).
Step-by-Step Solution
- System: (1) 2x+y−z=7; (2) x−3y+2z=1; (3) x+4y−3z=5.
- Coefficient determinant: 2111−34−12−3=2[(−3)(−3)−2(4)]−1[1(−3)−2(1)]+(−1)[1(4)−(−3)(1)] =2(9−8)−1(−3−2)−1(4+3)=2(1)−1(−5)−1(7)=2+5−7=0.
- Since the determinant is 0, solve by substitution to check consistency. From (2): x=1+3y−2z.
- Substitute into (1): 2(1+3y−2z)+y−z=7⇒2+6y−4z+y−z=7⇒7y−5z=5.
- Substitute into (3): (1+3y−2z)+4y−3z=5⇒1+7y−5z=5⇒7y−5z=4. …
- AP EAPCET 2021Set eng-2021-08-23-AN1 markMCQQ.What are the values of (x,y,z,t) where 3[xzyt]=[x−162t]+[4z+tx+y3]=? (A) (2,4,3,1) (B) (2,4,1,3) (C) (1,3,2,4) (D) (1,3,4,2)
›Reveal solutionSolution
Equating corresponding entries on both sides of the matrix equation and solving the resulting simple linear equations gives (x,y,z,t)=(2,4,1,3).
Concept and Intuition
Two matrices are equal exactly when every corresponding entry is equal. Setting up the entry-wise equations turns a matrix equation into a small system of linear equations, which can usually be solved one variable at a time by picking the simplest equation first.
Step-by-Step Solution
- Left side: 3[xzyt]=[3x3z3y3t].
- Right side (sum of the two given matrices): [x−162t]+[4z+tx+y3]=[x+4−1+z+t6+x+y2t+3].
- Equate the (1,1) entries: 3x=x+4⇒2x=4⇒x=2.
- Equate the (2,2) entries: 3t=2t+3⇒t=3.
- Equate the (1,2) entries: 3y=6+x+y⇒2y=6+x=6+2=8⇒y=4. …
- AP EAPCET 2023Set eng-2023-05-18-FN1 markMCQQ.If A=12354−130−5, B=−1−24 and [x y z]AT=BT, then x+y+z= (A) 4 (B) −2 (C) 6 (D) 3
›Reveal solutionSolution
Transposing the matrix equation converts it into the ordinary linear system A·v = B, which solves to x=6, y=−7/2, z=7/2, giving x+y+z=6.
Concept and Intuition
"[x y z]Aᵀ = Bᵀ" is a row-vector equation. Taking the transpose of both sides converts it to the more familiar column form: (v Aᵀ)ᵀ = A vᵀ, and (Bᵀ)ᵀ = B. So the equation is equivalent to A·(x,y,z)ᵀ = B, a standard system of 3 linear equations.
Step-by-Step Solution
- A = [[1,5,3],[2,4,0],[3,−1,−5]], B = (−1,−2,4)ᵀ.
- Write the system A(x,y,z)ᵀ = B:
- x + 5y + 3z = −1
- 2x + 4y = −2
- 3x − y − 5z = 4
- From equation 2: 2x+4y=−2 ⟹ x+2y=−1 ⟹ x = −1−2y.
- Substitute into equation 1: (−1−2y)+5y+3z = −1 ⟹ 3y+3z=0 ⟹ z=−y.
- Substitute x and z into equation 3: 3(−1−2y) − y − 5(−y) = 4 ⟹ −3−6y−y+5y = 4 ⟹ −3−2y=4 ⟹ y=−7/2.
- Then x = −1−2(−7/2) = 6, and z = −y = 7/2. …
- AP EAPCET 2023Set eng-2023-05-17-FN1 markMCQQ.If the solution for the system of equations x+2y−z=3, 3x−y+2z=1 and 2x−2y+3z=2 is (α,β,γ), then α2+β2+γ2= (A) 33 (B) 5 (C) 17 (D) 14
›Reveal solutionSolution
Solving the system gives (x,y,z) = (-1, 4, 4), so the sum of squares is 33.
Concept and Intuition
A system of three linear equations in three unknowns can be solved by systematic elimination.
Step-by-Step Solution
- Equations: (i) x+2y-z=3; (ii) 3x-y+2z=1; (iii) 2x-2y+3z=2.
- From (i): x = 3-2y+z.
- Substitute into (ii): 3(3-2y+z)-y+2z=1 -> -7y+5z=-8 -> 7y-5z=8. (iv)
- Substitute into (iii): 2(3-2y+z)-2y+3z=2 -> -6y+5z=-4 -> 6y-5z=4. (v)
- (iv)-(v): y=4.
- From (v): 6(4)-5z=4 -> z=4.
- x = 3-2(4)+4 = -1. …
- AP EAPCET 2025Set eng-2025-05-21-AN1 markMCQQ.In solving a system of linear equations AX=B by Cramer's rule, in the usual notation, if Δ1=−11−45111−7−21 and Δ3=414111−11−45, then X= (A) −112 (B) 21−1 (C) 1−12 (D) 12−1
›Reveal solutionSolution
Reconstructing the coefficient matrix and RHS vector from the shared columns of Δ1,Δ3 and computing Δ,Δ1,Δ2,Δ3 gives X=(1,−1,2).
Concept and Intuition
In Cramer's rule for AX=B, Δi is formed by replacing the i-th column of A with B, keeping the other columns unchanged. So Δ1's columns 2,3 and Δ3's columns 1,2 are literally the ORIGINAL matrix A's corresponding columns — comparing the two given determinants lets us recover the full system.
Step-by-Step Solution
- Δ1=−11−45111−7−21: column 2 = original A's column 2 =(1,1,1)T; column 3 = original A's column 3 =(−7,−2,1)T; column 1 =B=(−11,−4,5)T.
- Δ3=414111−11−45: column 1 = original A's column 1 =(4,1,4)T; column 2 = same (1,1,1)T (consistent); column 3 =B=(−11,−4,5)T (matches Δ1's column 1, confirming B).
- Reconstructed system: A=414111−7−21, B=−11−45.
- Δ=det(A)=4(1⋅1−(−2)⋅1)−1(1⋅1−(−2)⋅4)+(−7)(1⋅1−1⋅4)=4(3)−1(9)−7(−3)=12−9+21=24. …
- AP EAPCET 2022Set eng-2022-07-05-AN1 markMCQQ.If the solution of the system of simultaneous equations x1+y2−z3−1=0, x2−y4+z3−1=0 and x3+y6−z6−4=0 is x=α,y=β,z=γ then α2+γ2= (A) 5β (B) β2 (C) 3β (D) 2β2
›Reveal solutionSolution
Substitute u=1/x,v=1/y,w=1/z to reduce the system to a linear system, solve for x,y,z, then evaluate α2+γ2 against β.
Concept and Intuition
The equations are linear in 1/x,1/y,1/z even though they look nonlinear in x,y,z. Substituting turns this into a standard 3×3 linear system, easily solved by elimination.
Step-by-Step Solution
- Let u=1/x, v=1/y, w=1/z. The system becomes: u+2v−3w=1 ... (1); 2u−4v+3w=1 ... (2); 3u+6v−6w=4 ... (3).
- Add (1)+(2): 3u−2v=2 ... (i).
- Compute (3)−3×(1): (3u+6v−6w)−3(u+2v−3w)=4−3⇒3w=1⇒w=31.
- Substitute w=1/3 into (1): u+2v−1=1⇒u+2v=2 ... (ii).
- Add (i)+(ii): 4u=4⇒u=1; then from (ii): 2v=1⇒v=21. …
- AP EAPCET 2024Set eng-2024-05-20-FN1 markMCQQ.If the solution of the system of simultaneous linear equations x+y−z=6, 3x+2y−z=5 and 2x−y−2z+3=0 is x=α,y=β,z=γ, then α+β= (A) −7 (B) 2 (C) 1 (D) −2
›Reveal solutionSolution
Solving the 3×3 linear system directly gives x=−3, y=5, z=8, so α+β=x+y=2.
Concept and Intuition
A straightforward system of 3 linear equations in 3 unknowns — eliminate one variable at a time using simple linear combinations, rather than invoking full Cramer's rule, since the numbers are small.
Step-by-Step Solution
- The equations are:
x+y−z=6(1)
3x+2y−z=5(2)
2x−y−2z=−3(3) (rewriting 2x−y−2z+3=0)
- Subtract (1) from (2): (3x+2y−z)−(x+y−z)=5−6⇒2x+y=−1 ... (4)
- From (1): z=x+y−6.
- Substitute into (3): 2x−y−2(x+y−6)=−3⇒2x−y−2x−2y+12=−3⇒−3y+12=−3⇒−3y=−15⇒y=5.
- Substitute y=5 into (4): 2x+5=−1⇒2x=−6⇒x=−3. …
- AP EAPCET 2021Set eng-2021-08-24-FN1 markMCQQ.The system of equations 2x+6y=−11, 6x+20y−6z=−3, 6y−18z=−1 are (A) Inconsistent (B) Consistent with unique solution (C) Consistent with countable infinite many solutions (D) Consistent with infinitely many solutions
›Reveal solutionSolution
Eliminating x and z from the three equations produces two contradictory conditions on y−3z (15 vs −1/6), so the system is inconsistent (no solution).
Concept and Intuition
A linear system is inconsistent when the equations, after elimination, reduce to a statement that is never true (like 0= nonzero number). This happens when the coefficient matrix is singular (determinant zero) but the augmented matrix has higher rank — i.e., the planes described by the equations don't share a common point.
Step-by-Step Solution
- Write the equations: (1) 2x+6y=−11; (2) 6x+20y−6z=−3; (3) 6y−18z=−1.
- Eliminate x between (1) and (2): multiply (1) by 3: 6x+18y=−33. Subtract from (2): (6x+20y−6z)−(6x+18y)=−3−(−33) ⇒2y−6z=30⇒y−3z=15. Call this Equation A.
- Now look at equation (3) directly: 6y−18z=−1. Divide by 6: y−3z=−61. Call this Equation B.
- Equations A and B both express y−3z but give different values: 15 from A, and −61 from B. Since 15=−61, no values of y,z can satisfy both simultaneously.
- This contradiction means the original system of three equations has no solution — it is inconsistent. …
- AP EAPCET 2021Set eng-2021-08-25-AN1 markMCQQ.The number of solutions of the following system of linear homogenous equations x−y+z=0,x+2y−z=0,2x+y+3z=0 is ________ (A) 1 (B) 8 (C) Countable infinite (D) Uncountable
›Reveal solutionSolution
A homogeneous linear system has only the trivial solution when its coefficient determinant is non-zero. Answer: (A).
Concept and Intuition
For a homogeneous system Ax=0, if det(A)=0, the only solution is x=0 (a unique, single solution). If det(A)=0, infinitely many solutions exist.
Step-by-Step Solution
- Coefficient matrix: 112−1211−13.
- Expand along the first row: 1(2⋅3−(−1)⋅1)−(−1)(1⋅3−(−1)⋅2)+1(1⋅1−2⋅2).
- =1(6+1)+1(3+2)+1(1−4)=7+5−3=9. …
- AP EAPCET 2023Set eng-2023-05-19-FN1 markMCQQ.If A=[211−232−1−3],B=[211−10233] and 2A+3B−5C=O, then C= (A) [2117/56/527/53/5] (B) [−211−7/56/527/53/5] (C) [−2117/56/527/53/5] (D) [211−7/56/527/53/5]
›Reveal solutionSolution
Direct matrix arithmetic: C=(2A+3B)/5, computed entrywise, gives [211−7/56/527/53/5].
Concept and Intuition
This is pure entrywise matrix algebra — scale each matrix, add, then divide by 5 (since 5C=2A+3B).
Step-by-Step Solution
- 2A=[422−464−2−6].
- 3B=[633−30699].
- 2A+3B=[1055−761073].
- C=51(2A+3B)=[211−7/56/527/53/5]. …
- AP EAPCET 2025Set eng-2025-05-24-FN1 markMCQQ.Consider two systems of 3 linear equations in 3 unknowns AX=B and CX=D. If AX=B has unique solution D and CX=D has unique solution B, then the solution of (A−C−1)X=O is (A) B (B) D (C) B+D (D) B-D
›Reveal solutionSolution
This tests translating "X=D solves AX=B" and "X=B solves CX=D" into matrix equations and combining them algebraically.
Concept and Intuition
"AX=B has unique solution D" is just a restatement that plugging X=D into the system satisfies it: AD=B. Likewise "CX=D has unique solution B" means CB=D. The question is which of the listed vectors satisfies the new homogeneous system (A−C−1)X=O; the trick is to express everything in terms of D and B and see what cancels.
Step-by-Step Solution
- From "AX=B has unique solution D": AD=B. — (i)
- From "CX=D has unique solution B": CB=D. Multiply both sides by C−1: B=C−1D. — (ii)
- Substitute (ii) into (i): AD=C−1D. …
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