Q.Find non-zero values of x satisfying the matrix equation: x[2x32x]+2[845x4x]=2[x2+810246x].
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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). …
Carry out the scalar multiplications, add the left side, and equate corresponding entries.
x[2x32x]=[2x23x2xx2],2[845x4x]=[16810x8x].
Left side sum: [2x2+163x+812xx2+8x]. Right side: [2x2+16204812x].
Equate entries: …
Multiply the scalars in, add, and equate entries. Every constraint gives x=4 (the (2,2) entry also allows x=0, which is excluded). So the non-zero value is x=4.
Turning the matrix equation into scalar equations
Two matrices are equal iff their corresponding entries are equal, so we simplify each side and compare positions.
Left side. Distribute the scalars:
x[2x32x]=[2x23x2xx2],2[845x4x]=[16810x8x].
Adding:
LHS=[2x2+163x+82x+10xx2+8x]=[2x2+163x+812xx2+8x].
Right side.
RHS=2[x2+810246x]=[2x2+16204812x].
Equating entries
- (1,1): 2x2+16=2x2+16 — an identity, no restriction.
- (1,2): 12x=48 ⇒ x=4. …
Method: Solving a scalar unknown from a matrix equation
Use this when an unknown number (here x) appears inside a matrix equation.
Steps
Step 1: Carry out every scalar multiplication.
Distribute each multiplier — including the variable one — across all entries of its matrix (so x times a matrix scales every entry).
Step 2: Combine each side into a single matrix.
Add the matrices on the left; simplify the right.
Step 3: Equate corresponding entries. …
Common Mistakes
Mistake 1: Multiplying only one entry by the scalar x.
Why it's wrong: x[2x32x] scales every entry, giving [2x23x2xx2]. Correct approach: distribute the multiplier across the whole matrix.
Mistake 2: Keeping x=0 as a valid answer. …
Showing the 12 most recent of 32 on this concept.
- 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 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 2021Set eng-2021-08-19-FN1 markMCQQ.Let a,b be non zero real numbers such that ab=5/2 and given A=[ab−ba] and AAT=20I (I is a unit matrix), then the equation whose roots are a and b is (A) x2∓10x+5=0 (B) 2x2±10x+5=0 (C) x2−5x+25=0 (D) x2−25x+25=0
›Reveal solutionSolution
AAT=20I forces a2+b2=20; combined with ab=5/2 this gives a+b=±5, and the quadratic with roots a,b is 2x2±10x+5=0.
Concept and Intuition
For a matrix built from two scalars in a rotation-like pattern, AAT collapses to a scalar multiple of I exactly when the matrix is a scaled rotation — the scalar is a2+b2. This converts a matrix condition into a plain algebraic relation between a and b, after which forming "the equation with given roots" is routine: x2−(sum)x+(product)=0.
Step-by-Step Solution
- A=[ab−ba], so AT=[a−bba].
- AAT=[a2+b2ab−abab−aba2+b2]=(a2+b2)I.
- Given AAT=20I, so a2+b2=20.
- Given ab=25. Then (a+b)2=a2+b2+2ab=20+5=25, so a+b=±5.
- The quadratic with roots a,b: x2−(a+b)x+ab=0⇒x2∓5x+25=0. …
- 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 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 2022Set eng-2022-07-08-AN1 markMCQQ.If A and B are n×n square matrices such that (2A+B)2+(A−3B)2=5A2−2AB+10B2 then, ABAB = (A) 21[(A−B)2+(A+B)2] (B) 4AB (C) 21[(A+B)2−(A−B)2] (D) A2B2
›Reveal solutionSolution
The given identity is only possible if A and B commute; once that's established, ABAB simplifies directly to A2B2.
Concept and Intuition
For matrices, (A+B)2=A2+2AB+B2 in general — cross terms AB and BA must both be kept, and they only merge into 2AB when AB=BA. The given equation is a disguised way of telling us AB=BA.
Step-by-Step Solution
- Expand (2A+B)2=4A2+2AB+2BA+B2 and (A−3B)2=A2−3AB−3BA+9B2 (order preserved).
- Sum: 5A2−AB−BA+10B2.
- Set equal to given RHS 5A2−2AB+10B2: −AB−BA=−2AB⇒AB=BA. …
- AP EAPCET 2023Set eng-2023-05-15-FN1 markMCQQ.Let A=0−68, B=3065−1−1−780 and X=xyz. If D=[α β γ]T is the solution of XTBT=AT, then DTA= (A) 0 (B) 4 (C) −2 (D) 6
›Reveal solutionSolution
This tests matrix-equation manipulation via transposes: XTBT=AT is just (BX)T=AT, i.e. BX=A. Solve the resulting linear system, then take the dot product DTA. Answer: 4.
Concept and Intuition
The transpose of a product reverses order: (BX)T=XTBT. So the given equation XTBT=AT is really (BX)T=AT, and taking the transpose of both sides gives BX=A — an ordinary linear system for the unknown column X=(x,y,z)T. Once X=D is found, DTA is just the plain dot product of two column vectors.
Step-by-Step Solution
- Transpose: XTBT=AT⇒(BX)T=AT⇒BX=A.
- Write B=3065−1−1−780, A=0−68. The system is: 3x+5y−7z=0 −y+8z=−6 6x−y=8
- From the second equation: y=8z+6.
- Substitute into the third: 6x−(8z+6)=8⇒6x−8z=14⇒3x−4z=7⇒x=37+4z. …
- 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 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 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 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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