Q.Solve for x and y: x[21]+y[35]+[−8−11]=O.
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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). …
We are solving a matrix equation by treating it as a system of linear equations.
The given equation is:
x[21]+y[35]+[−8−11]=[00]
Step 1: Combine the vectors on the left:
[2x+3y−81x+5y−11]=[00]
Step 2: Equate corresponding entries to get two equations:
2x+3y−8=0⇒2x+3y=8
x+5y−11=0⇒x+5y=11 …
This is a vector equation that reduces to a system of two linear equations in x and y. Solving it gives x=1 and y=2.
We have a linear combination of two column vectors equaling the zero vector. The key idea: a vector equation like this is really just a compact way of writing two separate equations — one for each row. Each component must independently sum to zero.
Let’s write it out. The given equation is:
x[21]+y[35]+[−8−11]=[00]
- Combine the vectors component-wise. The first component (top row) gives:
2x+3y+(−8)=0⇒2x+3y=8
The second component (bottom row) gives:
1x+5y+(−11)=0⇒x+5y=11
So we have the system:
{2x+3y=8x+5y=11
- Solve the system. From the second equation, x=11−5y. Substitute into the first:
2(11−5y)+3y=8
22−10y+3y=8
22−7y=8
−7y=−14⇒y=2
- Find x. …
Method: Reducing a linear-combination vector equation to a system
Use this when scalars multiply column vectors that sum to a zero vector.
Steps
Step 1: Combine the left side into one column.
Multiply each vector by its scalar and add componentwise, keeping the constant vector as-is.
Step 2: Equate components. …
Common Mistakes
Mistake 1: Trying to multiply the constant vector by x or y.
Why it's wrong: [−8−11] is added, not scaled by a variable. Correct approach: keep it separate and move it to the right side.
Mistake 2: Combining the vectors incorrectly.
Why it's wrong: the top components give 2x+3y−8 and the bottom x+5y−11; mixing rows scrambles the system. Correct approach: add componentwise, row by row. …
Showing the 12 most recent of 32 on this concept.
- 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-2025-05-22-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 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 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 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 2023Set eng-2023-05-17-FN1 markMCQQ.If [x4−1]210102024x4−1=0, then x= (A) −1+6 (B) 8±5 (C) −2±10 (D) 3±6
›Reveal solutionSolution
Expanding the quadratic form gives the quadratic equation x^2+4x-6=0, whose roots are -2 +/- sqrt(10).
Concept and Intuition
A quadratic form v^T M v expands into a scalar quadratic expression; here only x is unknown, so the result reduces to an ordinary quadratic equation in x.
Step-by-Step Solution
- Compute M[x,4,−1]T: Row1: 2x+4; Row2: x−2; Row3: 8−4=4.
- Dot with [x,4,−1]: x(2x+4)+4(x−2)+(−1)(4)=2x2+4x+4x−8−4.
- Simplify: 2x2+8x−12=0.
- Divide by 2: x2+4x−6=0. …
- 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 2024Set eng-2024-05-18-FN1 markMCQQ.While solving a system of linear equations AX=B using Cramer's rule with the usual notation, if Δ=12−11−11125; Δ1=54111−11125 and X=α2β, then α2+β2= (A) 9 (B) 13 (C) 5 (D) 25
›Reveal solutionSolution
This tests Cramer's rule bookkeeping: computing α directly from Δ1/Δ, then recovering β by reconstructing the right-hand-side vector B implicit in Δ1 and using the known value of y=2.
Concept and Intuition
In Cramer's rule for AX=B with A a 3×3 coefficient matrix and X=(α,y,β)T: Δ=det(A), and Δ1 is the determinant formed by replacing the first column of A (the column of coefficients of α) with B. So α=Δ1/Δ directly. Moreover, since Δ1's 2nd and 3rd columns are unchanged from A's, we can read the vector B straight off Δ1's first column. Once B is known, and given y=2 is already provided, we can plug into the original equations AX=B (using A's actual rows) to solve for the remaining unknown β.
Step-by-Step Solution
- Compute Δ=12−11−11125. Expanding along row 1: 1[(−1)(5)−(2)(1)]−1[(2)(5)−(2)(−1)]+1[(2)(1)−(−1)(−1)]=1(−7)−1(12)+1(1)=−7−12+1=−18.
- Compute Δ1=54111−11125. Expanding along row 1: 5[(−1)(5)−(2)(1)]−1[(4)(5)−(2)(11)]+1[(4)(1)−(−1)(11)]=5(−7)−1(−2)+1(15)=−35+2+15=−18.
- By Cramer's rule, α=Δ1/Δ=(−18)/(−18)=1.
- Since Δ1's columns 2 and 3 match A's columns 2 and 3 exactly (compare: A's column 2 is (1,−1,1)T and column 3 is (1,2,5)T, matching Δ1), Δ1's column 1, (5,4,11)T, must be the RHS vector B.
- Now use A's actual rows with X=(α,y,β)=(1,2,β) and B=(5,4,11): Row 1: 1(1)+1(2)+1(β)=5⇒3+β=5⇒β=2. …
- 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 2022Set eng-2022-07-05-AN1 markMCQQ.If A=[x101] and B=[8701] and A3=B, then x= (A) −2 or 3 (B) −2 (C) 2 or −3 (D) 2
›Reveal solutionSolution
Directly cubing the lower-triangular matrix A and matching both entries to B pins down x=2 uniquely. The answer is (D).
Concept and Intuition
A is lower triangular, so its powers stay lower triangular, and the diagonal entries of An are just the diagonal entries of A raised to the n-th power — this makes computing A3 by hand straightforward via repeated matrix multiplication.
Step-by-Step Solution
- A=[x101].
- A2=A⋅A=[x2x+101] (bottom-left entry: 1⋅x+1⋅1=x+1).
- A3=A2⋅A=[x3(x+1)x+101]=[x3x2+x+101].
- Set A3=B=[8701]: from the (1,1) entry, x3=8⇒x=2 (the unique real cube root). …
- 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 2024Set eng-2024-05-19-AN1 markMCQQ.If A=[1−22−5] and αA2+βA=2I for some α,β∈R then α+β= (A) 7 (B) 10 (C) 12 (D) 5
›Reveal solutionSolution
Computing A2 and matching the matrix equation αA2+βA=2I entry-by-entry gives α=2, β=8, so α+β=10 — option (B).
Concept and Intuition
Given a 2×2 matrix satisfying a polynomial relation like αA2+βA=2I, the cleanest approach is to compute A2 directly, then equate corresponding entries of both sides of the matrix equation — this converts a single matrix equation into a small system of linear equations in the unknown scalars α,β (using just two independent entries is enough, and the remaining entries serve as a consistency check, since the relation must hold for the whole matrix, not just isolated numbers — this consistency is itself guaranteed for genuine matrix polynomial identities via Cayley–Hamilton-type reasoning, but verifying arithmetic keeps you safe under exam conditions).
Step-by-Step Solution
- Compute A2: A2=[1−22−5][1−22−5]=[1(1)+2(−2)−2(1)+(−5)(−2)1(2)+2(−5)−2(2)+(−5)(−5)]=[−38−821].
- Write αA2+βA=2I entry-wise:
- (1,1): −3α+β=2
- (1,2): −8α+2β=0 …
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