Q.The sum of three numbers is 6. If we multiply third number by 3 and add second number to it, we get 11. By adding first and third numbers, we get double of the second number. Represent it algebraically and find the numbers using matrix method.
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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 — representing a system of linear equations as AX=B and solving via X=A−1B.
Let the three numbers be x, y, z.
From the problem:
- x+y+z=6
- 3z+y=11⇒y+3z=11
- x+z=2y⇒x−2y+z=0
In matrix form AX=B:
10111−2131xyz=6110
Find A−1 (or use row reduction). Determinant of A:
detA=1(1⋅1−3⋅(−2))−1(0⋅1−3⋅1)+1(0⋅(−2)−1⋅1)=1(1+6)−1(0−3)+1(0−1)=7+3−1=9
Adjugate matrix gives:
A−1=9173−1−3032−31
Then X=A−1B: …
This is a system of three linear equations in three unknowns. Representing it as AX=B and solving via the matrix method (inverse) gives the numbers as x=1, y=2, z=3.
We have three unknown numbers. Let them be x, y, and z — first, second, and third respectively. The problem gives three conditions, each translating directly into an equation.
The first condition: "The sum of three numbers is 6" gives
x+y+z=6.
The second: "If we multiply third number by 3 and add second number to it, we get 11" means
3z+y=11or0x+y+3z=11.
The third: "By adding first and third numbers, we get double of the second number" means
x+z=2y⇒x−2y+z=0.
So the system is:
⎩⎨⎧x+y+z=60x+y+3z=11x−2y+z=0
Why use the matrix method? Because once we write this as AX=B, solving X=A−1B is systematic — no back-substitution guesswork, and it works cleanly for any 3×3 system with a unique solution.
Step 1: Write in matrix form AX=B
A=10111−2131,X=xyz,B=6110
Step 2: Find the determinant of A to check if the inverse exists
det(A)=1⋅1−231−1⋅0131+1⋅011−2
Compute each minor:
- First: (1)(1)−(3)(−2)=1+6=7
- Second: (0)(1)−(3)(1)=0−3=−3
- Third: (0)(−2)−(1)(1)=0−1=−1
So det(A)=1(7)−1(−3)+1(−1)=7+3−1=9.
Since det(A)=9=0, the inverse exists and the solution is unique.
Step 3: Find the adjoint of A (transpose of the cofactor matrix)
First, find all cofactors Cij=(−1)i+jMij.
- C11=+1−231=7
- C12=−0131=−(−3)=3
- C13=+011−2=−1
- C21=−1−211=−(1+2)=−3
- C22=+1111=0
- C23=−111−2=−(−2−1)=3
- C31=+1113=3−1=2
- C32=−1013=−(3−0)=−3
- C33=+1011=1−0=1
So the cofactor matrix is:
7−3230−3−131 …
Method: Translating a Word Problem into a Linear System, Then Solving by the Matrix Method
This method turns a worded description of relationships between unknown numbers into a system of linear equations, then applies the standard matrix (adjoint) method to solve it.
Steps
Step 1: Name the unknowns
Assign a variable to each unknown quantity described in the problem (e.g. x,y,z for "first number," "second number," "third number").
Step 2: Translate each sentence into one equation
Go through the problem sentence by sentence. Each stated relationship ("the sum is...", "multiply ... and add...", "adding ... gives double...") becomes exactly one linear equation — translate literally, phrase by phrase, rather than trying to guess the final system from memory.
Step 3: Collect the equations and write them in standard form
Rearrange each equation so all variable terms are on one side and the constant is on the other, matching the standard a1x+b1y+c1z=d1 pattern.
Step 4: Package as AX=B and solve via the adjoint method
Follow the standard matrix method: compute det(A), find all cofactors, transpose to get adj(A), then X=det(A)1adj(A)B.
Step 5: Translate the numeric solution back into the word problem's language …
Common Mistakes
Mistake 1: Mistranslating a sentence into the wrong equation
Why it's wrong: "if we multiply the third number by 3 and add the second number to it, we get 11" translates to 3z+y=11 — but it's easy to instead write 3(y+z)=11 or y+3z=13 if the sentence is read too quickly. Correct approach: translate phrase by phrase, writing down each operation ("multiply third by 3," "add second," "get 11") as it's read, rather than trying to write the whole equation from memory of the sentence.
Mistake 2: A sign error in one of the nine cofactors during the adjoint computation, given three 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 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 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-2023-05-18-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 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-2023-05-19-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 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 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. …
- 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 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-2023-05-17-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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