Q.Given 3[xzyw]=[x−162w]+[4z+wx+y3], find the values of x,y,z and w.
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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). …
Concept: Matrix Equation Solving — equate corresponding entries after simplifying.
First, perform the scalar multiplication and addition on the right-hand side:
3[xzyw]=[x+4−1+(z+w)6+(x+y)2w+3]
Now equate entry by entry (since matrices are equal):
- Top-left: 3x=x+4⟹2x=4⟹x=2
- Top-right: 3y=6+x+y. Substitute x=2: 3y=8+y⟹2y=8⟹y=4 …
This is a matrix equation where corresponding entries must be equal. By equating entries after simplifying, we get four simple equations that yield x=2, y=4, z=1, and w=3.
The key idea: a matrix equation like this is really just a compact way of writing several ordinary equations at once. Two matrices are equal exactly when every entry in the same position is equal. So we can "unpack" the matrix equation into four separate scalar equations — one for each position — and solve them.
Let’s work through it.
- Write the equation clearly. We have
3[xzyw]=[x−162w]+[4z+wx+y3].
- Simplify the right-hand side. Adding two matrices means adding corresponding entries:
[x+4−1+(z+w)6+(x+y)2w+3]=[x+4z+w−1x+y+62w+3].
- Simplify the left-hand side. Multiplying a matrix by a scalar multiplies every entry:
3[xzyw]=[3x3z3y3w].
-
Equate corresponding entries.
Since the two matrices are equal, we get four equations:
- Top-left: 3x=x+4
- Top-right: 3y=x+y+6
- Bottom-left: 3z=z+w−1
- Bottom-right: 3w=2w+3
-
Solve each equation.
-
From 3x=x+4, subtract x: 2x=4, so x=2.
-
From 3w=2w+3, subtract 2w: w=3.
-
Now plug x=2 into 3y=x+y+6: …
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Method: Equating entries when the unknown also appears on the right
When the same unknowns appear on both sides of a matrix equation, equate corresponding entries to get scalar equations, then solve first the ones that contain only a single unknown.
Steps
Step 1: Simplify each side to a single matrix
Carry out the scalar multiplication on the left and the addition on the right so both sides are single matrices of expressions.
Step 2: Write one equation per entry …
Common Mistakes
Mistake 1: Cancelling the unknown wrongly when it appears on both sides
Why it's wrong: 3x=x+4 must be rearranged to 2x=4; simply "cancelling" the x's loses the equation. Correct approach: collect like terms, e.g. 3x−x=4.
Mistake 2: Ignoring that an entry like x+y is itself an expression in the unknowns …
Showing the 12 most recent of 32 on this concept.
- 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 [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 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 2023Set eng-2023-05-18-AN1 markMCQQ.If A+2B=16−52−33031 and 2A−B=220−1−11562, then Tr[A]−Tr[B]= (A) 1 (B) 2 (C) 3 (D) 4
›Reveal solutionSolution
Trace is linear, so instead of solving for A and B as full matrices, take the trace of each given equation and solve the resulting 2×2 linear system.
Concept and Intuition
Trace (sum of diagonal entries) is a linear functional: Tr[A+2B]=Tr[A]+2Tr[B]. So applying trace to both matrix equations converts a matrix problem into a scalar linear system in a=Tr[A] and b=Tr[B].
Step-by-Step Solution
- Trace of first matrix: 1+(−3)+1=−1. So a+2b=−1.
- Trace of second matrix: 2+(−1)+2=3. So 2a−b=3.
- From equation 1: a=−1−2b.
- Substitute into equation 2: 2(−1−2b)−b=3⇒−2−4b−b=3⇒−5b=5⇒b=−1.
- Then a=−1−2(−1)=1. …
- 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 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 2021Set eng-2021-08-19-AN1 markMCQQ.A=a2123515b2613141c2 and B=2a2132b4582c−3 are two matrices such that the sum of the principal diagonal elements of both A and B are equal, then the product of the principal diagonal elements of B is ________ (A) 4 (B) 0 (C) −4 (D) −12
›Reveal solutionSolution
Equating the traces of A and B forces (a−1)2+(b−1)2+(c−1)2=0, so a=b=c=1; substituting into B's diagonal product gives 2×2×(−1)=−4.
Concept and Intuition
When an equation reduces to a sum of squares equal to zero, each square must individually be zero (since squares of real numbers are never negative) — this is a very common and powerful trick to pin down exact values of multiple unknowns from a single scalar equation.
Step-by-Step Solution
- Trace (sum of principal diagonal elements) of A: a2+b2+c2.
- Trace of B: 2a+2b+(2c−3).
- Given these are equal: a2+b2+c2=2a+2b+2c−3.
- Rearrange: a2−2a+b2−2b+c2−2c+3=0.
- Complete the square for each variable: (a2−2a+1)+(b2−2b+1)+(c2−2c+1)=0, i.e., (a−1)2+(b−1)2+(c−1)2=0.
- Since each square term is ≥0 and they sum to zero, each must be exactly zero: a=1, b=1, c=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 2023Set eng-2023-05-17-FN1 markMCQQ.If A=15−212−136−3, then A+A3+A4+A5+3I= (A) 42−3252163 (B) 45−215−1360 (C) 33−11124−2−1 (D) 42−313−235−3
›Reveal solutionSolution
A's characteristic polynomial is lambda^3=0, so by Cayley-Hamilton A^3=0 (hence A^4=A^5=0 too), collapsing the sum to A+3I, which matches option B.
Concept and Intuition
Rather than computing A3,A4,A5 by repeated multiplication, use the Cayley-Hamilton theorem: every square matrix satisfies its own characteristic equation. If the characteristic polynomial turns out to be λ3=0, we immediately get A3=0, collapsing the higher powers.
Step-by-Step Solution
- tr(A)=1+2+(−3)=0.
- det(A)=1[(2)(−3)−(6)(−1)]−1[(5)(−3)−(6)(−2)]+3[(5)(−1)−(2)(−2)]=1(0)−1(−3)+3(−1)=0+3−3=0.
- Sum of principal 2x2 minors: M11=2−16−3=0; M22=1−23−3=3; M33=1512=−3. Sum =0. …
- 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 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. …
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