Q.Find the values of x and y from the following equation: 2[x75y−3]+[31−42]=[715614]
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🔒 Start your 14-day free trial to unlock the full solution →Concept understanding — Matrix Equation Solving
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 performing scalar multiplication and addition.
First, multiply the first matrix by 2:
2[x75y−3]=[2x14102y−6]
Now add the second matrix:
[2x14102y−6]+[31−42]=[2x+31562y−4]
Equate this to the given matrix on the right-hand side: …
We treat the matrix equation as a system of scalar equations by equating corresponding entries after performing scalar multiplication and addition. Solving gives x=2 and y=9.
The core idea here is that two matrices are equal only when every corresponding entry is identical. So a matrix equation like this one is really just a compact way of writing several ordinary algebraic equations. Once we simplify the left-hand side — first by scaling the first matrix by 2, then adding the second matrix entry by entry — we can compare each position with the right-hand matrix and solve for the unknowns.
Let’s go step by step.
- Perform the scalar multiplication. Multiply every entry inside the first matrix by 2:
2[x75y−3]=[2x14102(y−3)]
- Add the second matrix. Add corresponding entries of the two matrices on the left:
[2x14102(y−3)]+[31−42]=[2x+314+110+(−4)2(y−3)+2]
Simplify each entry:
[2x+31562y−6+2]=[2x+31562y−4]
- Equate to the right-hand matrix. The problem states this equals [715614]. So we have:
[2x+31562y−4]=[715614]
- Extract the equations from matching entries.
- Top-left: 2x+3=7
- Top-right: 6=6 (already satisfied, gives no new info) …
Method: Solving for scalars from a matrix equation with scaling and addition
Use this when a matrix equation mixes a scalar multiple and an addition, then equals a numeric matrix.
Steps
Step 1: Simplify the left side to a single matrix.
Apply the scalar to every entry, then add the constant matrix entry-wise, so each position becomes an expression in the unknowns.
Step 2: Equate corresponding entries. …
Common Mistakes
Mistake 1: Not applying the scalar to a compound entry.
Why it's wrong: 2(y−3)=2y−6; forgetting to distribute the 2 over the whole entry gives the wrong constant. Correct approach: multiply every entry, including expressions like y−3, by the scalar.
Mistake 2: Mis-adding the constant matrix.
Why it's wrong: e.g. 2(y−3)+2=2y−4, not 2y−1. Correct approach: add corresponding entries carefully after scaling. …
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-2023-05-17-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-2023-05-18-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 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-2023-05-19-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-2023-05-17-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 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-2022-07-07-FN1 markMCQQ.If the system of simultaneous linear equations x+y−z=6, 3x−y+z=2 and x+ky+z=−8 has a unique solution x=2,y=β,z=γ then the value of k satisfies the following quadratic equation (A) x2−5x+6=0 (B) x2+x−6=0 (C) x2−x−6=0 (D) x2+x−2=0
›Reveal solutionSolution
Adding the first two equations forces x=2; requiring an integer solution triple gives k=2 or k=−3, so k satisfies x2+x−6=0.
Adding the first two equations:
(x+y−z)+(3x−y+z)=6+2⇒4x=8⇒x=2.
From equation 1 with x=2: y−z=4, i.e. z=y−4.
Substitute into equation 3 (x+ky+z=−8):
2+ky+(y−4)=−8⇒y(k+1)=−6⇒y=k+1−6. …
- AP EAPCET 2026Set eng-2026-05-18-FN1 markMCQQ.If A=ca−b−abcb−ca, B=101012220 and AB=41−1415−210−4, then a2+b2+c2= (A) 14 (B) 17 (C) 11 (D) 19
›Reveal solutionSolution
The key idea is to interpret the given matrix equation AB=C as a system of linear equations in a,b,c by comparing entries. Solving yields a=2,b=1,c=3, so a2+b2+c2=14, which corresponds to option (A).
We are given two matrices A and B, and their product AB. The matrix A contains the unknowns a,b,c. Instead of trying to invert B directly (which is possible but messy), we can use the fact that matrix multiplication gives us explicit equations for each entry of the product. Since B is known, each entry of AB is a linear combination of a,b,c. By picking the right rows and columns, we can solve for a,b,c efficiently.
-
Write the product AB in terms of a,b,c.
The (i,j) entry of AB is the dot product of the i-th row of A with the j-th column of B.
Let’s compute a few key entries.
- Row 1 of A: [c−ab] Column 1 of B: 101 Entry (1,1): c⋅1+(−a)⋅0+b⋅1=c+b Given AB(1,1)=4, so
b+c=4.(1)
- Row 1, Column 2: Column 2 of B is 012 Entry (1,2): c⋅0+(−a)⋅1+b⋅2=−a+2b Given AB(1,2)=4, so
−a+2b=4.(2)
- Row 1, Column 3: Column 3 of B is 220 Entry (1,3): c⋅2+(−a)⋅2+b⋅0=2c−2a Given AB(1,3)=−2, so
2c−2a=−2⇒c−a=−1.(3)
-
Solve the system from row 1.
From (1): b=4−c.
From (3): a=c+1.
Substitute into (2): −(c+1)+2(4−c)=4
⇒−c−1+8−2c=4
⇒−3c+7=4
⇒−3c=−3
⇒c=1.
Then a=c+1=2, and b=4−c=3.
-
Verify with another row to be safe. …
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- 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 2022Set eng-2022-07-06-FN1 markMCQQ.If A=(3546) and B=(x00y), x,y∈N, then (A) There is exactly one such matrix B such that AB = I (B) There is no matrix B such that AB = BA (C) There exist only a finite number of matrices B such that AB = BA (D) There exist infinite number of matrices B such that AB = BA
›Reveal solutionSolution
Multiplying out AB and BA shows they're equal exactly when x=y, and since x,y can be any of the infinitely many natural numbers with x=y, there are infinitely many commuting diagonal matrices B.
Concept and Intuition
For a diagonal matrix B=diag(x,y) multiplying a general matrix A on the left vs. right scales A's rows vs. columns differently — AB scales A's columns by x,y respectively, and BA scales A's rows by x,y respectively. So AB=BA becomes a condition relating how each off-diagonal entry of A gets scaled from each side, and typically forces the diagonal entries of B to be equal whenever the off-diagonal entries of A are both non-zero (as they are here).
Step-by-Step Solution
- Compute AB=(3546)(x00y)=(3x5x4y6y) (this scales each column of A by x then y).
- Compute BA=(x00y)(3546)=(3x5y4x6y) (this scales each row of A by x then y).
- Set AB=BA entrywise: (1,1): 3x=3x (always true); (1,2): 4y=4x⇒x=y; (2,1): 5x=5y⇒x=y (same condition); (2,2): 6y=6y (always true).
- So the only requirement is x=y, with x,y∈N. Since x can be 1,2,3,… (infinitely many choices, each giving a valid B with x=y), there are infinitely many such matrices B. …
- 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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