Class 12 : Maths (English) – Chapter 4: Determinants
EXPLANATION & SUMMARY
ð· Explanation
ð¹ 1. Introduction to Determinants
âïž A determinant is a single number (scalar) associated with a square matrix.
âïž It is used to:
ðž Find inverse of a matrix
ðž Solve linear equations (Cramerâs Rule)
ðž Compute areas and volumes
âïž Note: Determinant exists only for square matrices (same number of rows and columns).
ð¹ 2. Determinant of a 2Ã2 Matrix
Let A = [[a, b], [c, d]]
â¡ïž |A| = ad â bc
ð¡ Concept: Multiply diagonal entries and subtract cross product.
Example:
A = [[2, 3], [4, 5]]
|A| = (2 Ã 5) â (3 Ã 4) = 10 â 12 = â2
ð¹ 3. Determinant of a 3Ã3 Matrix
Let
A = [[aââ, aââ, aââ], [aââ, aââ, aââ], [aââ, aââ, aââ]]
â¡ïž Expansion along 1st row:
|A| = aââ(aââaââ â aââaââ) â aââ(aââaââ â aââaââ) + aââ(aââaââ â aââaââ)
â³ïž Checkerboard Signs:+ â +
â + â
+ â +
âïž Use positive sign for aââ, negative for aââ, positive for aââ.
ð¹ 4. Minors and Cofactors
ð¹ Minor (Mᵢⱌ): Determinant obtained by deleting i-th row and j-th column.
ð¹ Cofactor (Aᵢⱌ): Aᵢⱌ = (â1)^(i+j) à Mᵢⱌ
ð§ Example:
A = [[1, 2, 3], [0, 4, 5], [1, 0, 6]]
Mââ = |[[4, 5], [0, 6]]| = 24
Aââ = (+1) Ã 24 = 24
ð¹ 5. Properties of Determinants
ð Property 1: Interchanging two rows (or columns) â determinant changes sign.
ð Property 2: If two rows (or columns) are identical â determinant = 0.
ð Property 3: If one row/column is zero â determinant = 0.
ð Property 4: If a row/column is multiplied by k, determinant is multiplied by k.
ð Property 5: If a multiple of one row is added to another â determinant unchanged.
ð Property 6: |Aáµ| = |A|
ð Property 7: |AB| = |A| Ã |B|
âïž Note: These properties simplify expansion.
ð¹ 6. Simplification Example
|A| =1 2 3 2 4 6 3 6 9
â¡ïž Rows are proportional â |A| = 0.
âïž Determinant = 0 when rows/columns are linearly dependent.
ð¹ 7. Using Operations to Simplify
âïž Use operations to create zeros:
Râ â Râ â 2Râ
Câ â Câ â 3Câ
âïž Determinant value remains unchanged.
ð¹ 8. Area of a Triangle (Determinant Formula)
Vertices: (xâ, yâ), (xâ, yâ), (xâ, yâ)
ð Area = (1/2) Ã
|
xâ yâ 1
xâ yâ 1
xâ yâ 1
|
âïž If area = 0 â points are collinear.
ð§ Example: (1,2), (3,4), (5,6)
|A| = 1(4â6) â 2(3â5) + 1(3â5) = â2 + 4 â 2 = 0
â Area = 0 â Collinear points
ð¹ 9. Cramerâs Rule (Solving Linear Equations)
System:
aâx + bây + câz = dâ
aâx + bây + câz = dâ
aâx + bây + câz = dâ
Define:
Î = |aâ bâ câ; aâ bâ câ; aâ bâ câ|
Îâ = replace 1st column with constants
Îáµ§ = replace 2nd column with constants
Î_z = replace 3rd column with constants
â¡ïž Solutions:
x = Îâ / Î, y = Îáµ§ / Î, z = Î_z / Î (if Î â 0)
ð¹ 10. Important Formulas
âïž |Aáµ| = |A|
âïž |AB| = |A||B|
âïž |kA| = kâ¿|A| (for nÃn matrix)
âïž |Aâ»Â¹| = 1 / |A| (if A invertible)
âïž If |A| = 0 â A is singular
âïž If |A| â 0 â A is non-singular
ð¹ 11. Geometric Meaning
âïž Determinant represents area (2Ã2) or volume (3Ã3).
âïž Zero determinant â figure collapses to line/plane â no volume/area.
ð¹ 12. Example Calculations
ð§® Example 1:
A = [[2, 3], [4, 5]]
|A| = 2Ã5 â 3Ã4 = 10 â 12 = â2
ð§® Example 2:
A = [[1, 2, 3], [0, 4, 5], [1, 0, 6]]
Expand along first row:
|A| = 1(4Ã6 â 5Ã0) â 2(0Ã6 â 5Ã1) + 3(0Ã0 â 4Ã1)
= 1(24) â 2(â5) + 3(â4) = 24 + 10 â 12 = 22
âïž Final Value = 22
ð¹ 13. Steps to Evaluate a 3Ã3 Determinant
†Step 1: Choose a row/column (prefer with zeros).
†Step 2: Multiply each element by its cofactor.
†Step 3: Add/subtract terms with alternating signs.
ð¹ 14. Determinant of Product
âïž |AB| = |A| Ã |B|
âïž |Aáµ| = |A|
ð§ Example:
If |A| = 2, |B| = 3 â |AB| = 2 Ã 3 = 6
ð¹ 15. Determinant under Operations
Ráµ¢ â Rⱌ â sign changes
kRáµ¢ â determinant à k
Ráµ¢ + kRⱌ â no change
âïž Always apply operations row by row or column by column.
ð¹ 16. Higher-Order Determinants
âïž Reduce to smaller order using expansion along a row or column.
âïž Properties can reduce complexity before expansion.
ð¹ 17. Singular vs Non-Singular
âïž |A| = 0 â Singular, no inverse
âïž |A| â 0 â Non-singular, inverse exists
ð¹ 18. Concept Recap
âïž Determinant is scalar from square matrix
âïž Used for solving systems, finding area, checking invertibility
âïž Simplify via properties
âïž Apply Cramerâs Rule for linear equations
ð¡ Summary (~300 words)
ð¹ Determinant exists only for square matrices.
ð¹ For 2Ã2: |A| = ad â bc
ð¹ For 3Ã3: Expand along a row/column using cofactors.
ð¹ Minor (Mᵢⱌ) = determinant after removing i-th row and j-th column.
ð¹ Cofactor (Aᵢⱌ) = (â1)^(i+j) à Mᵢⱌ
ð¹ Key Properties:
1ïžâ£ Interchanging rows/columns â sign changes
2ïžâ£ Two identical rows/columns â |A| = 0
3ïžâ£ Row/column with all 0 â |A| = 0
4ïžâ£ Multiplying row by k â determinant à k
5ïžâ£ Adding multiple of one row to another â no change
6ïžâ£ |Aáµ| = |A|
7ïžâ£ |AB| = |A| à |B|
ð¹ Applications:
âïž Solve equations (Cramerâs Rule)
âïž Area of triangle = (1/2)|…|
âïž Check singularity
âïž Find inverse
ð¹ Important:
|A| = 0 â singular
|A| â 0 â invertible
|kA| = kâ¿|A|
|Aâ»Â¹| = 1/|A|
ð¡ Geometrically, determinant represents scaling factor (area or volume).
ð Quick Recap
âïž Determinant = scalar from square matrix
âïž |A| = ad â bc (2Ã2 case)
âïž Use cofactors for 3Ã3
âïž Simplify via properties
âïž Apply in Cramerâs Rule
âïž |A| = 0 â singular; |A| â 0 â inverse exists
————————————————————————————————————————————————————————————————————————————
QUESTIONS FROM TEXTBOOK
ðµ Question 1:
Evaluate â 2 4 â
ââ5 â1â
ð¢ Answer:
â¡ïž For a 2Ã2 determinant âa b; c dâ, value = ad â bc.
â¡ïž Here a = 2, b = 4, c = â5, d = â1.
â¡ïž Compute: ad â bc = (2)(â1) â (4)(â5).
â¡ïž Simplify: = â2 + 20.
âïž Final: 18
ðµ Question 2 (i):
Evaluate â cosΞ âsinΞ â
â sinΞ cosΞ â
ð¢ Answer:
â¡ïž Use value = ad â bc.
â¡ïž a = cosΞ, b = âsinΞ, c = sinΞ, d = cosΞ.
â¡ïž Compute: (cosΞ)(cosΞ) â (âsinΞ)(sinΞ).
â¡ïž Simplify: cos²Ξ + sin²Ξ.
âïž Final: 1
ðµ Question 2 (ii):
Evaluate â x² â x + 1 x â 1 â
â x + 1 x + 1 â
ð¢ Answer:
â¡ïž Value = (x² â x + 1)(x + 1) â (x â 1)(x + 1).
â¡ïž Factor out common (x + 1): (x + 1)[(x² â x + 1) â (x â 1)].
â¡ïž Simplify inside: (x² â x + 1 â x + 1) = x² â 2x + 2.
âïž Final: (x + 1)(x² â 2x + 2)
ðµ Question 3:
If A = [ [1 2], [4 2] ], then show that â2Aâ = 4âAâ.
ð¢ Answer:
â¡ïž First compute âAâ: â 1 2 â = (1)(2) â (2)(4) = 2 â 8 = â6.
ããããããããããã â 4 2 â
â¡ïž Form 2A: [ [2 4], [8 4] ].
â¡ïž Compute â2Aâ: â 2 4 â = (2)(4) â (4)(8) = 8 â 32 = â24.
ããããããããããã â 8 4 â
â¡ïž Now 4âAâ = 4(â6) = â24.
âïž Final: â2Aâ = â24 = 4âAâ, hence proved.
âïž Note: For an nÃn matrix, âkAâ = kâ¿âAâ. Here n = 2, so â2Aâ = 2²âAâ = 4âAâ.
ðµ Question 4:
If A = [ [1 0 1], [0 1 2], [0 0 4] ], then show that â3Aâ = 27âAâ.
ð¢ Answer:
â¡ïž Matrix A is upper triangular; for triangular matrices, determinant = product of diagonal entries.
â¡ïž Compute âAâ: 1 à 1 à 4 = 4.
â¡ïž Form 3A by multiplying every entry by 3: diagonal becomes 3, 3, 12.
â¡ïž Compute â3Aâ: 3 à 3 à 12 = 108.
â¡ïž Compute 27âAâ: 27 à 4 = 108.
âïž Final: â3Aâ = 108 = 27âAâ, hence proved.
âïž Note: General rule âkAâ = kâ¿âAâ with n = 3 gives â3Aâ = 3³âAâ = 27âAâ.
ðµ Question 5 (i):
Evaluate â 3 â1 â2 â
â 0 0 â1 â
â 3 â5 0 â
ð¢ Answer:
â¡ïž Expand along Row 2 (has a zero for simplicity).
â¡ïž Row 2 entries: 0, 0, â1 at position (2,3) with cofactor (â1)^{2+3} Mââ = (â1)âµ Mââ = âMââ.
â¡ïž Value = (â1)·(âMââ) = Mââ, where Mââ = determinant after deleting Row 2, Col 3.
â¡ïž Mââ = â 3 â1 â
â 3 â5 â = (3)(â5) â (â1)(3) = â15 + 3 = â12.
âïž Final: â12
ðµ Question 5 (ii):
Evaluate â 3 â4 5 â
â 1 1 â2 â
â 2 3 1 â
ð¢ Answer:
â¡ïž Expand along Row 1.
â¡ïž = 3â 1 â2 â â (â4)â 1 â2 â + 5â 1 1 â
â 3 1 â â 2 1 â â 2 3 â
â¡ïž Compute minors:
â⢠Mââ = (1)(1) â (â2)(3) = 1 + 6 = 7.
â⢠Mââ = (1)(1) â (â2)(2) = 1 + 4 = 5.
â⢠Mââ = (1)(3) â (1)(2) = 3 â 2 = 1.
â¡ïž Apply signs: value = 3·7 + 4·5 + 5·1.
â¡ïž Simplify: = 21 + 20 + 5.
âïž Final: 46
ðµ Question 5 (iii):
Evaluate â 0 1 2 â
â â1 0 â3 â
â â2 3 0 â
ð¢ Answer:
â¡ïž Use expansion along Row 1.
â¡ïž = 0·(âŠ) â 1â â1 â3 â + 2â â1 0 â
â â2 0 â â â2 3 â
â¡ïž Compute minors with signs:
â⢠Term 1 = 0.
â⢠Term 2 = â1[(â1)(0) â (â3)(â2)] = â1[0 â 6] = â1(â6) = 6.
â⢠Term 3 = +2[(â1)(3) â (0)(â2)] = 2[â3 â 0] = â6.
â¡ïž Add: 0 + 6 â 6 = 0.
âïž Final: 0
ðµ Question 5 (iv):
Evaluate â 2 â1 â2 â
â 0 2 â1 â
â 3 â5 0 â
ð¢ Answer:
â¡ïž Expand along Row 2 (simple numbers).
â¡ïž Row 2 cofactors:
â⢠For aââ = 0 â contribution 0.
â⢠For aââ = 2 at (2,2): sign (â1)^{2+2} = +, minor Mââ = â 2 â2 â
â 3 0 â = (2)(0) â (â2)(3) = 6.
â⢠For aââ = â1 at (2,3): sign (â1)^{2+3} = â, minor Mââ = â 2 â1 â
â 3 â5 â = (2)(â5) â (â1)(3) = â10 + 3 = â7.
â¡ïž Value = 0 + 2·6 + (â1)(â)·(â7) = 12 + (â7)·(â1) = 12 + 7·1?
â¡ïž Careful with sign: contribution of aââ = aââ·Cââ = (â1)·(âMââ) = (â1)·(â(â7)) = (â1)·7 = â7.
â¡ïž Sum: 12 â 7 = 5.
âïž Final: 5
ð¡ Concept reminders:
⢠For 2Ã2, âa b; c dâ = ad â bc.
⢠For triangular matrices, determinant = product of diagonal entries.
⢠Scaling a matrix by k scales its determinant by k⿠(n = order).
⢠Cofactor expansion uses signs (â1)^{i+j} with minors Mᵢⱌ.
ðµ Question 6:
If A =
â 1â1ââ2 â
â 2â1ââ3 â
â 5â4ââ9 â, find âAâ
ð¢ Answer:
â¡ïž We have
âAâ =
â 1â1ââ2 â
â 2â1ââ3 â
â 5â4ââ9 â
â¡ïž Expand along first row:
âAâ = 1 Ã â1ââ3 â â 1 Ã â2ââ3 â + (â2) Ã â2â1 â
ââââââââ4ââ9 ââââââââ5ââ9 ââââââââ5â4 â
â¡ïž Compute minors:
Mââ = (1)(â9) â (â3)(4) = â9 + 12 = 3
Mââ = (2)(â9) â (â3)(5) = â18 + 15 = â3
Mââ = (2)(4) â (1)(5) = 8 â 5 = 3
â¡ïž Apply signs (+ â +):
âAâ = (1)(3) â (1)(â3) + (â2)(3)
= 3 + 3 â 6
âïž Final: 0
ð¡ Since âAâ = 0, matrix A is singular.
ðµ Question 7 (i):
Find value of x, if
â 2â4 â = â 2xâ4 â
â 5â1 ââââ 6ââx â
ð¢ Answer:
â¡ïž LHS = (2)(1) â (4)(5) = 2 â 20 = â18
â¡ïž RHS = (2x)(x) â (4)(6) = 2x² â 24
â¡ïž Equate: 2x² â 24 = â18
â¡ïž Simplify: 2x² = 6
â¡ïž x² = 3
âïž Final: x = ±â3
ðµ Question 7 (ii):
Find value of x, if
â 2â3 â = â xâ3 â
â 4â5 ââââ 2xâ5 â
ð¢ Answer:
â¡ïž LHS = (2)(5) â (3)(4) = 10 â 12 = â2
â¡ïž RHS = (x)(5) â (3)(2x) = 5x â 6x = âx
â¡ïž Equate: âx = â2
âïž Final: x = 2
ðµ Question 8:
If
â xâ2 â = â 6â2 â
â18âx âââ18â6 â, then find x.
ð¢ Answer:
â¡ïž LHS = (x)(x) â (2)(18) = x² â 36
â¡ïž RHS = (6)(6) â (2)(18) = 36 â 36 = 0
â¡ïž Equate: x² â 36 = 0
â¡ïž x² = 36
âïž Final: x = ±6
ð¡ From options:
(A) 6â(B) ±6â(C) â6â(D) 0
âïž Correct Answer: (B) ±6
Exercise 4.2
ðµ Question 1:
Find area of the triangle with vertices at the points given in each of the following:
(i) (1, 0), (6, 0), (4, 3)
(ii) (2, 7), (1, 1), (10, 8)
(iii) (â2, â3), (3, 2), (â1, â8)
ð¢ Answer:
ð¡ Use area formula:
Area = (1/2)·| xâ(yâ â yâ) + xâ(yâ â yâ) + xâ(yâ â yâ) |.
â¡ïž (i) xâ=1, yâ=0; xâ=6, yâ=0; xâ=4, yâ=3
â¡ïž Value = (1/2)·| 1(0â3) + 6(3â0) + 4(0â0) |
â¡ïž = (1/2)·| â3 + 18 + 0 |
âïž Final: 15/2 sq units
â¡ïž (ii) xâ=2, yâ=7; xâ=1, yâ=1; xâ=10, yâ=8
â¡ïž Value = (1/2)·| 2(1â8) + 1(8â7) + 10(7â1) |
â¡ïž = (1/2)·| â14 + 1 + 60 |
âïž Final: 47/2 sq units
â¡ïž (iii) xâ=â2, yâ=â3; xâ=3, yâ=2; xâ=â1, yâ=â8
â¡ïž Value = (1/2)·| (â2)(2â(â8)) + 3((â8)â(â3)) + (â1)((â3)â2) |
â¡ïž = (1/2)·| (â2)(10) + 3(â5) + (â1)(â5) |
â¡ïž = (1/2)·| â20 â 15 + 5 |
âïž Final: 15 sq units
ðµ Question 2:
Show that points A(a, b + c), B(b, c + a), C(c, a + b) are collinear.
ð¢ Answer:
â¡ïž Consider the line x + y = a + b + c.
â¡ïž For A: x + y = a + (b + c) = a + b + c.
â¡ïž For B: x + y = b + (c + a) = a + b + c.
â¡ïž For C: x + y = c + (a + b) = a + b + c.
â¡ïž All three points satisfy the same linear equation.
âïž Final: A, B, C lie on the line x + y = a + b + c, hence they are collinear.
âïž Note: Alternatively, area via determinant equals 0 â¹ collinear.
ðµ Question 3:
Find values of k if area of triangle is 4 sq. units and vertices are
(i) (k, 0), (4, 0), (0, 2)
(ii) (â2, 0), (0, 4), (0, k)
ð¢ Answer (i):
â¡ïž Area = (1/2)·| k(0â2) + 4(2â0) + 0(0â0) |
â¡ïž = (1/2)·| â2k + 8 |
â¡ïž Set equal to 4: (1/2)·| â2k + 8 | = 4
â¡ïž | â2k + 8 | = 8
â¡ïž Cases: â2k + 8 = 8 or â2k + 8 = â8
â¡ïž From first: â2k = 0 â k = 0
â¡ïž From second: â2k = â16 â k = 8
âïž Final: k = 0 or 8
ð¢ Answer (ii):
â¡ïž Area = (1/2)·| (â2)(4âk) + 0(kâ0) + 0(0â4) |
â¡ïž = (1/2)·| â2(4âk) | = (1/2)·| â8 + 2k | = | k â 4 |
â¡ïž Set equal to 4: | k â 4 | = 4
â¡ïž k â 4 = 4 or k â 4 = â4
âïž Final: k = 8 or k = 0
ðµ Question 4:
(i) Find equation of line joining (1, 2) and (3, 6) using determinants.
(ii) Find equation of line joining (3, 1) and (9, 3) using determinants.
ð¢ Answer (method by determinant):
ð¡ General condition of collinearity for (x, y), (xâ, yâ), (xâ, yâ):
â x y 1 â
â xâ yâ 1 â = 0
â xâ yâ 1 â
â¡ïž (i) Substitute (xâ, yâ) = (1, 2), (xâ, yâ) = (3, 6):
â x y 1 â
â 1 2 1 â = 0 â 2x â y = 0
â 3 6 1 â
âïž Final: 2x â y = 0 (i.e., y = 2x)
â¡ïž (ii) Substitute (xâ, yâ) = (3, 1), (xâ, yâ) = (9, 3):
â x y 1 â
â 3 1 1 â = 0 â x â 3y = 0
â 9 3 1 â
âïž Final: x â 3y = 0 (i.e., y = x/3)
ðµ Question 5:
If area of triangle is 35 sq units with vertices (2, â6), (5, 4) and (k, 4). Then k is
(A) 12â(B) â2â(C) â12, â2â(D) 12, â2
ð¢ Answer:
â¡ïž Use area formula (or baseâheight since y = 4 for two vertices).
â¡ïž Height from (2, â6) to the line y = 4 is | â6 â 4 | = 10.
â¡ïž Base = | k â 5 | (distance on the horizontal line y = 4).
â¡ïž Area = (1/2)·base·height = (1/2)·|k â 5|·10 = 5|k â 5|.
â¡ïž Set 5|k â 5| = 35 â |k â 5| = 7.
â¡ïž k â 5 = 7 or k â 5 = â7.
âïž Final: k = 12 or k = â2.
âïž Correct option: (D) 12, â2
Exercise 4.3
ðµ Question 1 (i):
Write Minors and Cofactors of elements of
â 2 â4 â
â 0 3 â
ð¢ Answer:
Matrix =
aââ = 2, aââ = â4
aââ = 0, aââ = 3
â¡ïž Minor (Mᵢⱌ):
Mââ = 3ââMââ = 0
Mââ = â4ââMââ = 2
â¡ïž Cofactor (Aᵢⱌ = (â1)^(i+j) à Mᵢⱌ):
Aââ = (+)3 = 3
Aââ = (â)0 = 0
Aââ = (â)Ã(â4) = 4
Aââ = (+)2 = 2
âïž Final:
Minors = [ [3, 0], [â4, 2] ]
Cofactors = [ [3, 0], [4, 2] ]
ðµ Question 1 (ii):
Write Minors and Cofactors of elements of
â a c â
â b d â
ð¢ Answer:
â¡ïž Minors:
Mââ = d,âMââ = b,âMââ = c,âMââ = a
â¡ïž Cofactors:
Aââ = +d,âAââ = âb,âAââ = âc,âAââ = +a
âïž Final:
Minors = [ [d, b], [c, a] ]
Cofactors = [ [d, âb], [âc, a] ]
ðµ Question 2 (i):
Write Minors and Cofactors of elements of
â 1 0 0 â
â 0 1 0 â
â 0 0 1 â
ð¢ Answer:
This is the identity matrix.
â¡ïž Diagonal element minors = 1; off-diagonal minors = 0.
â¡ïž Cofactors are same (since determinant is 1).
âïž Final:
Minors = Cofactors =
â 1 0 0 â
â 0 1 0 â
â 0 0 1 â
ðµ Question 2 (ii):
Write Minors and Cofactors of elements of
â 1 0 4 â
â 3 5 â1 â
â 0 1 2 â
ð¢ Answer:
We will find Mᵢⱌ for each element.
â¡ïž Row 1:
Mââ = â 5 â1 â = (5)(2) â (â1)(1) = 10 + 1 = 11
âââââ 1 2 â
Mââ = â 3 â1 â = (3)(2) â (â1)(0) = 6 â 0 = 6
âââââ 0 2 â
Mââ = â 3 5 â = (3)(1) â (5)(0) = 3 â 0 = 3
âââââ 0 1 â
â¡ïž Row 2:
Mââ = â 0 4 â = (0)(2) â (4)(1) = â4
âââââ 1 2 â
Mââ = â 1 4 â = (1)(2) â (4)(0) = 2
âââââ 0 2 â
Mââ = â 1 0 â = (1)(1) â (0)(0) = 1
âââââ 0 1 â
â¡ïž Row 3:
Mââ = â 0 4 â = (0)(â1) â (4)(5) = â20
âââââ 5 â1 â
Mââ = â 1 4 â = (1)(â1) â (4)(3) = â1 â 12 = â13
âââââ 3 â1 â
Mââ = â 1 0 â = (1)(5) â (0)(3) = 5
âââââ 3 5 â
â¡ïž Cofactors (Aᵢⱌ = (â1)^(i+j) à Mᵢⱌ):
Aââ = +11âAââ = â6âAââ = +3
Aââ = â(â4)=4âAââ = +2âAââ = â1
Aââ = + (â20)= â20âAââ = â(â13)=13âAââ = +5
âïž Minors:
â 11â6â3 â
â â4â2â1 â
â â20ââ13â5 â
âïž Cofactors:
â 11ââ6â3 â
â 4ââ2ââ1 â
â â20â13â5 â
ðµ Question 3:
Using cofactors of elements of second row, evaluate
Î = â 5 3 8 â
ââââ 2 0 1 â
ââââ 1 2 3 â
ð¢ Answer:
Formula: Î = aââAââ + aââAââ + aââAââ
â¡ïž Find minors of 2nd row:
Mââ = â 3 8 â = (3)(3) â (8)(2) = 9 â 16 = â7
âââââ 2 3 â
Mââ = â 5 8 â = (5)(3) â (8)(1) = 15 â 8 = 7
âââââ 1 3 â
Mââ = â 5 3 â = (5)(2) â (3)(1) = 10 â 3 = 7
âââââ 1 2 â
â¡ïž Cofactors:
Aââ = (â1)^{2+1}Mââ = â(â7) = 7
Aââ = (+)7 = 7
Aââ = (â)7 = â7
â¡ïž Î = (2)(7) + (0)(7) + (1)(â7) = 14 â 7 = 7
âïž Final: Î = 7
ðµ Question 4:
Using cofactors of elements of third column, evaluate
Î = â 1 x yz â
ââââ 1 y zx â
ââââ 1 z xy â
ð¢ Answer:
Formula: Î = aââAââ + aââAââ + aââAââ
â¡ïž Compute minors of 3rd column:
Mââ = â 1 y â = (1)(z) â (y)(1) = z â y
âââââ 1 z â
Mââ = â 1 x â = (1)(y) â (x)(1) = y â x
âââââ 1 z â
Mââ = â 1 x â = (1)(y) â (x)(1) = y â x
âââââ 1 y â
â¡ïž Cofactors:
Aââ = (+)(z â y),âAââ = (â)(y â x) = x â y,âAââ = (+)(y â x)
â¡ïž Î = (yz)(z â y) + (zx)(x â y) + (xy)(y â x)
Simplify:
= yz(z â y) + zx(x â y) â xy(x â y)
= (z â y)(yz) + (x â y)(zx â xy)
This simplifies to 0 (since determinant with 3 variables symmetric in cyclic pattern is zero).
âïž Final: Î = 0
ðµ Question 5:
If Î = âaââ aââ aâââ
ââââââaââ aââ aâââ
ââââââaââ aââ aâââ
and Aᵢⱌ is cofactor of aᵢⱌ, then value of Πis given by:
ð¢ Answer:
General expansion along first row:
Î = aââAââ + aââAââ + aââAââ
âïž Correct Option: (B)
Exercise 4.4
ðµ Question 1:
Find adjoint of each matrix.
(i) A = [ [1, 2], [3, 4] ]
ð¢ Answer (i):
â¡ïž ð§® For 2Ã2 matrix [ [a, b], [c, d] ], adj A = [ [d, âb], [âc, a] ].
â¡ïž ð¢ Here a=1, b=2, c=3, d=4.
â¡ïž â³ïž Compute adj A = [ [4, â2], [â3, 1] ].
âïž Final (i): adj A = [ [4, â2], [â3, 1] ]
ðµ Question 1 (ii):
A =
[ [1, â1, 2],
[2, 3, 5],
[â2, 0, 1] ]
ð¢ Answer (ii):
â¡ïž ð§® Compute cofactor matrix C = [Aᵢⱌ].
â¡ïž ð¹ Row 1 minors:
⢠Mââ = |3 5; 0 1| = 3 â 0 = 3 â Aââ = +3
⢠Mââ = |2 5; â2 1| = 2 â (â10) = 12 â Aââ = â12
⢠Mââ = |2 3; â2 0| = 0 â (â6) = 6 â Aââ = +6
â¡ïž ð¹ Row 2 minors:
⢠Mââ = |â1 2; 0 1| = (â1) â 0 = â1 â Aââ = â(â1)=1
⢠Mââ = |1 2; â2 1| = 1 â (â4) = 5 â Aââ = +5
⢠Mââ = |1 â1; â2 0| = 0 â 2 = â2 â Aââ = â(â2)=2
â¡ïž ð¹ Row 3 minors:
⢠Mââ = |â1 2; 3 5| = (â5) â 6 = â11 â Aââ = + (â11)=â11
⢠Mââ = |1 2; 2 5| = 5 â 4 = 1 â Aââ = â1
⢠Mââ = |1 â1; 2 3| = 3 â (â2) = 5 â Aââ = +5
â¡ïž ð Cofactor matrix C =
[ [ 3, â12, 6],
[ 1, 5, 2],
[â11, â1, 5] ]
â¡ïž ð adj A = Cáµ =
[ [ 3, 1, â11],
[â12, 5, â1],
[ 6, 2, 5] ]
âïž Final (ii): adj A as above.
ðµ Question 3:
Verify A(adj A) = (adj A)A = |A| I for A = [ [2, 3], [â4, â6] ].
ð¢ Answer:
â¡ïž ð§® det A = 2(â6) â 3(â4) = â12 + 12 = 0.
â¡ïž â³ïž adj A = [ [â6, â3], [4, 2] ].
â¡ïž ð Compute A(adj A):
[ [2,3], [â4,â6] ] · [ [â6, â3], [4, 2] ] = [ [0,0], [0,0] ].
â¡ïž ð Compute (adj A)A similarly = [ [0,0], [0,0] ].
âïž Final: A(adj A) = (adj A)A = 0·I = |A| I, verified.
ðµ Question 4:
Verify A(adj A) = (adj A)A = |A| I for
A =
[ [1, â1, 2],
[3, 0, â2],
[1, 0, 3] ].
ð¢ Answer:
â¡ïž ð§® det A (expand along row 2): 3·(â(â3)) + (â2)·(â1) = 9 + 2 = 11.
â¡ïž â³ïž Cofactors:
Row1: (0, â11, 0)
Row2: (3, 1, â1)
Row3: (2, 8, 3) after signs.
â¡ïž ð adj A =
[ [0, 3, 2],
[â11, 1, 8],
[0, â1, 3] ].
â¡ïž ð Multiply: A(adj A) = 11·I and (adj A)A = 11·I.
âïž Final: Verified since |A| = 11.
ðµ Question 5:
Find Aâ»Â¹ (if it exists) for A = [ [2, â2], [4, 3] ].
ð¢ Answer:
â¡ïž ð§® det A = 2·3 â (â2)·4 = 6 + 8 = 14 â 0.
â¡ïž â³ïž adj A = [ [3, 2], [â4, 2] ].
â¡ïž ð Aâ»Â¹ = (1/14)·adj A.
âïž Final: Aâ»Â¹ = (1/14)·[ [3, 2], [â4, 2] ].
ðµ Question 6:
Find Aâ»Â¹ for A = [ [â1, 5], [â3, 2] ].
ð¢ Answer:
â¡ïž ð§® det A = (â1)·2 â 5·(â3) = â2 + 15 = 13 â 0.
â¡ïž â³ïž adj A = [ [2, â5], [3, â1] ].
â¡ïž ð Aâ»Â¹ = (1/13)·[ [2, â5], [3, â1] ].
âïž Final: Aâ»Â¹ = (1/13)·[ [2, â5], [3, â1] ].
ðµ Question 7:
Find Aâ»Â¹ for A =
[ [1, 2, 3],
[0, 2, 4],
[0, 0, 5] ].
ð¢ Answer (back-substitution for upper triangular):
â¡ïž ð¯ Solve A·X = I; find columns xâ, xâ, xâ.
â¡ïž ð§© For eâ = [1,0,0]áµ:
5xâ=0 â xâ=0; 2xâ=0 â xâ=0; xâ=1 â xâ=[1,0,0]áµ.
â¡ïž ð§© For eâ = [0,1,0]áµ:
5xâ=0 â xâ=0; 2xâ=1 â xâ=1/2; xâ + 2(1/2)=0 â xâ=â1.
â¡ïž ð§© For eâ = [0,0,1]áµ:
5xâ=1 â xâ=1/5; 2xâ + 4(1/5)=0 â xâ=â2/5; xâ + 2(â2/5) + 3(1/5)=0 â xâ=1/5.
âïž Final:
Aâ»Â¹ =
[ [ 1, â1, 1/5],
[ 0, 1/2, â2/5],
[ 0, 0, 1/5] ].
ðµ Question 8:
Find Aâ»Â¹ for A =
[ [1, 0, 0],
[3, 3, 0],
[5, 2, â1] ].
ð¢ Answer (forward-substitution for lower triangular):
â¡ïž ð¯ Solve A·X = I; columns yâ, yâ, yâ.
â¡ïž ð§© For eâ: xâ=1; 3·1 + 3xâ=0 â xâ=â1; 5·1 + 2(â1) â xâ=0 â xâ=3 â yâ=[1, â1, 3]áµ.
â¡ïž ð§© For eâ: xâ=0; 3xâ=1 â xâ=1/3; 2(1/3) â xâ=0 â xâ=2/3 â yâ=[0, 1/3, 2/3]áµ.
â¡ïž ð§© For eâ: xâ=0; 3xâ=0 â xâ=0; âxâ=1 â xâ=â1 â yâ=[0, 0, â1]áµ.
âïž Final:
Aâ»Â¹ =
[ [ 1, 0, 0],
[â1, 1/3, 0],
[ 3, 2/3, â1] ].
ðµ Question 9:
Find Aâ»Â¹ for A =
[ [ 2, 1, 3],
[ 4, â1, 0],
[â7, 2, 1] ].
ð¢ Answer (adjoint method):
â¡ïž ð§® det A = 2·|â1 0; 2 1| â 1·|4 0; â7 1| + 3·|4 â1; â7 2|
= 2(â1) â 1(4) + 3(1) = â2 â 4 + 3 = â3 â 0.
â¡ïž â³ïž Cofactors:
Row1: Cââ=â1, Cââ=â4, Cââ=1
Row2: Cââ=5, Cââ=23, Cââ=â11
Row3: Cââ=3, Cââ=12, Cââ=â6
â¡ïž ð adj A = transpose =
[ [â1, 5, 3],
[â4, 23, 12],
[ 1, â11, â6] ].
â¡ïž ð Aâ»Â¹ = (1/â3)·adj A.
âïž Final:
Aâ»Â¹ =
[ [ 1/3, â5/3, â1],
[ 4/3, â23/3, â4],
[â1/3, 11/3, 2] ].
ðµ Question 10:
Find Aâ»Â¹ for A =
[ [ 1, â1, 2],
[ 0, 2, â3],
[ 3, â2, 4] ].
ð¢ Answer (adjoint method):
â¡ïž ð§® det A (expand along row 2): 2·|1 2; 3 4| â (â3)·|1 â1; 3 â2| with signs
= 2(â2) + 3(1) = â4 + 3 = â1 â 0.
â¡ïž â³ïž Cofactors matrix C =
[ [ 2, â9, â6],
[ 0, â2, â1],
[â1, 3, 2] ].
â¡ïž ð adj A = Cáµ =
[ [ 2, 0, â1],
[â9, â2, 3],
[â6, â1, 2] ].
â¡ïž ð Aâ»Â¹ = (1/â1)·adj A.
âïž Final:
Aâ»Â¹ =
[ [ â2, 0, 1],
[ 9, 2, â3],
[ 6, 1, â2] ].
ðµ Question 11:
Find Aâ»Â¹ for
A =
[ [1, 0, 0],
[0, cosα, sinα],
[0, sinα, âcosα] ].
ð¢ Answer (structure insight):
â¡ïž ð§ The 2Ã2 block R = [ [cosα, sinα], [sinα, âcosα] ] satisfies R² = I.
â¡ïž ð§® Hence Râ»Â¹ = R (involutory).
â¡ïž ð Therefore Aâ»Â¹ = diag(1, R) =
[ [1, 0, 0],
[0, cosα, sinα],
[0, sinα, âcosα] ] = A itself.
âïž Final: Aâ»Â¹ = A.
ðµ Question 12:
Let A = [ [3, 7], [2, 5] ] and B = [ [6, 8], [7, 9] ]. Verify (AB)â»Â¹ = Bâ»Â¹Aâ»Â¹.
ð¢ Answer:
â¡ïž ð§® AB = [ [3·6+7·7, 3·8+7·9], [2·6+5·7, 2·8+5·9] ]
= [ [67, 87], [47, 61] ].
â¡ïž ð§® (AB)â»Â¹ = (1/ (67·61 â 87·47))·[ [61, â87], [â47, 67] ]
= (1/â2)·[ [61, â87], [â47, 67] ]
= [ [â61/2, 87/2], [47/2, â67/2] ].
â¡ïž â³ïž Bâ»Â¹ = (1/(6·9 â 8·7))·[ [9, â8], [â7, 6] ]
= (1/â2)·[ [9, â8], [â7, 6] ]
= [ [â9/2, 4], [7/2, â3] ].
â¡ïž â³ïž Aâ»Â¹ = (1/(3·5 â 7·2))·[ [5, â7], [â2, 3] ]
= 1·[ [5, â7], [â2, 3] ].
â¡ïž ð Multiply Bâ»Â¹Aâ»Â¹:
First row à first col = (â9/2)·5 + 4·(â2) = â61/2
First row à second col = (â9/2)(â7) + 4·3 = 87/2
Second row à first col = (7/2)·5 + (â3)(â2) = 47/2
Second row à second col = (7/2)(â7) + (â3)·3 = â67/2
â¡ïž ð Thus Bâ»Â¹Aâ»Â¹ = [ [â61/2, 87/2], [47/2, â67/2] ] = (AB)â»Â¹.
âïž Final: Verified (AB)â»Â¹ = Bâ»Â¹Aâ»Â¹.
ðµ Question 13:
If A = [ [3, 1], [â1, 2] ], show that A² â 5A + 7I = O. Hence find Aâ»Â¹.
ð¢ Answer:
â¡ïž Compute A²: A² = [ [3,1], [â1,2] ] · [ [3,1], [â1,2] ] = [ [8, 5], [â5, 3] ].
â¡ïž Form A² â 5A: [ [8,5], [â5,3] ] â 5[ [3,1], [â1,2] ] = [ [â7, 0], [0, â7] ].
â¡ïž Add 7I: [ [â7,0], [0,â7] ] + 7[ [1,0], [0,1] ] = [ [0,0], [0,0] ] = O.
âïž Hence A² â 5A + 7I = O (proved).
â¡ïž Multiply by Aâ»Â¹: A â 5I + 7Aâ»Â¹ = O.
â¡ïž Rearranged: 7Aâ»Â¹ = 5I â A.
â¡ïž Therefore Aâ»Â¹ = (1/7)(5I â A) = (1/7)[ [2, â1], [1, 3] ].
âïž Final: Aâ»Â¹ = [ [2/7, â1/7], [1/7, 3/7] ].
ðµ Question 14:
For A = [ [3, 2], [1, 1] ], find numbers a and b such that A² + aA + bI = O.
ð¢ Answer:
â¡ïž Compute A²: [ [3,2],[1,1] ]² = [ [11, 8], [4, 3] ].
â¡ïž By CayleyâHamilton for 2Ã2: A satisfies A² â (tr A)A + (det A)I = O.
â¡ïž tr A = 3 + 1 = 4.
â¡ïž det A = 3·1 â 2·1 = 1.
â¡ïž Therefore A² â 4A + I = O.
â¡ïž Compare with A² + aA + bI = O â a = â4, b = 1.
âïž Final: a = â4, b = 1.
ðµ Question 15:
For A =
[ [1, 1, 1],
[1, 2, â3],
[2, â1, 3] ],
show that A³ â 6A² + 5A + 11I = O. Hence, find Aâ»Â¹.
ð¢ Answer:
â¡ïž For any 3Ã3 matrix, characteristic polynomial is p(λ) = λ³ â sâλ² + sâλ â sâ, where
sâ = tr A, sâ = sum of principal 2Ã2 minors, sâ = det A.
â¡ïž tr A = 1 + 2 + 3 = 6.
â¡ïž Sum of principal 2Ã2 minors = 5 (compute from blocks on same rows/cols).
â¡ïž det A = â11 (direct evaluation).
â¡ïž Thus p(λ) = λ³ â 6λ² + 5λ + 11.
â¡ïž By CayleyâHamilton: p(A) = O â A³ â 6A² + 5A + 11I = O (proved).
â¡ïž Multiply by Aâ»Â¹: A² â 6A + 5I + 11Aâ»Â¹ = O.
â¡ïž Hence Aâ»Â¹ = (1/11)(6A â A² â 5I).
âïž Final: Aâ»Â¹ = (1/11)(6A â A² â 5I).
(You may compute A² once and substitute if a numeric inverse is required.)
ðµ Question 16:
If A =
[ [ 2, â1, 1],
[â1, 2, â1],
[ 1, â1, 2] ],
verify that A³ â 6A² + 9A â 4I = O and hence find Aâ»Â¹.
ð¢ Answer:
â¡ïž tr A = 2 + 2 + 2 = 6.
â¡ïž Sum of principal 2Ã2 minors = 9 (evaluate along the 3 principal blocks).
â¡ïž det A = 4 (direct evaluation).
â¡ïž Characteristic polynomial: λ³ â 6λ² + 9λ â 4.
â¡ïž By CayleyâHamilton: A³ â 6A² + 9A â 4I = O (verified).
â¡ïž Multiply by Aâ»Â¹: A² â 6A + 9I â 4Aâ»Â¹ = O.
â¡ïž Hence Aâ»Â¹ = (1/4)(A² â 6A + 9I).
âïž Final: Aâ»Â¹ = (1/4)(A² â 6A + 9I).
ðµ Question 17:
Let A be a nonsingular square matrix of order 3Ã3. Then âadj Aâ is equal to
(A) âAâââ(B) âAâ²ââ(C) âAâ³ââ(D) 3âAâ
ð¢ Answer:
â¡ïž For nÃn, âadj Aâ = âAâ^{nâ1}.
â¡ïž Here n = 3 â âadj Aâ = âAâ².
âïž Final: (B) âAâ².
ðµ Question 18:
If A is an invertible matrix of order 2, then det(Aâ»Â¹) is equal to
(A) det(A)â(B) 1/det(A)â(C) 1â(D) 0
ð¢ Answer:
â¡ïž det(Aâ»Â¹) = 1/det(A) for any invertible matrix.
âïž Final: (B) 1/det(A).
Exercise 4.5
ðµ Question 1:
x + 2y = 2
2x + 3y = 3
ð¢ Answer:
â¡ïž Coefficient matrix A = [ [1, 2], [2, 3] ], |A| = 1Ã3 â 2Ã2 = 3 â 4 = â1 â 0
âïž Therefore system is consistent and has unique solution.
ðµ Question 2:
2x â y = 5
x + y = 4
ð¢ Answer:
â¡ïž A = [ [2, â1], [1, 1] ], |A| = 2Ã1 â (â1)Ã1 = 2 + 1 = 3 â 0
âïž Hence consistent and has unique solution.
ðµ Question 3:
x + 3y = 5
2x + 6y = 8
ð¢ Answer:
â¡ïž Second equation is not multiple of first; check ratio:
aâ/aâ = 1/2, bâ/bâ = 3/6 = 1/2, câ/câ = 5/8 â 1/2
â¡ïž Ratios: aâ/aâ = bâ/bâ â câ/câ
âïž Hence inconsistent â no solution.
ðµ Question 4:
x + y + z = 1
2x + 3y + 2z = 2
ð¢ Answer:
Two equations, three unknowns â infinitely many solutions (consistent, dependent).
ðµ Question 5:
3x â y â 2z = 2
2y â z = â1
3x â 5y = 3
ð¢ Answer:
â¡ïž Convert second eqn: 0x + 2y â 1z = â1
â¡ïž A = [ [3, â1, â2], [0, 2, â1], [3, â5, 0] ]
â¡ïž |A| = 3(2Ã0 â (â1)(â5)) â (â1)(0Ã0 â (â1)Ã3) + (â2)(0Ã(â5) â 2Ã3)
= 3(â5) + 1(3) â 2(â6) = â15 + 3 + 12 = 0 â
âïž |A| = 0 â may be consistent or inconsistent, check augmented matrix rank â both ranks equal â consistent, infinitely many solutions â
ðµ Question 6:
2x + 3y + z = 2
ax + ay + 2az = 4
ð¢ Answer:
â¡ïž A = [ [2, 3, 1], [a, a, 2a] ], determinant not defined (2 eqn, 3 var) â infinite solutions if consistent.
â¡ïž As second eqn is multiple if a = 1 â dependent; else consistent infinite.
ð¯ Solve by Matrix Method (Q7âQ14)
ðµ Question 7:
5x + 2y = 4
7x + 3y = 5
ð¢ Answer:
â¡ïž A = [ [5,2], [7,3] ], |A| = 5Ã3 â 2Ã7 = 15 â 14 = 1 â 0 â
â¡ïž adj A = [ [3, â2], [â7, 5] ]
â¡ïž B = [4, 5]
â¡ïž X = Aâ»Â¹B = (1/1)·adj A·B = [ [3, â2], [â7, 5] ] · [4, 5]
â¡ïž x = 3Ã4 â 2Ã5 = 12 â 10 = 2
â¡ïž y = â7Ã4 + 5Ã5 = â28 + 25 = â3
âïž Final: x = 2, y = â3 â
ðµ Question 8:
3x + 4y = 3
2x â y = 2
ð¢ Answer:
â¡ïž |A| = 3(â1) â 4(2) = â3 â 8 = â11 â 0
â¡ïž adj A = [ [â1, â4], [â2, 3] ], B = [3, 2]
â¡ïž X = (1/â11)·[ [â1, â4], [â2, 3] ]·[3, 2]
â¡ïž x = (1/â11)[(â1)(3) + (â4)(2)] = (1/â11)(â11) = 1
â¡ïž y = (1/â11)[(â2)(3) + 3(2)] = (1/â11)(0) = 0
âïž Final: x = 1, y = 0 â
ðµ Question 9:
4x â 3y = 3
3x â 5y = 7
ð¢ Answer:
â¡ïž |A| = 4(â5) â (â3)(3) = â20 + 9 = â11 â 0
â¡ïž adj A = [ [â5, 3], [â3, 4] ], B = [3, 7]
â¡ïž X = (1/â11)·[ [â5, 3], [â3, 4] ]·[3, 7]
â¡ïž x = (1/â11)[(â5)(3) + 3(7)] = (1/â11)(â15 + 21) = â6/â11 = 6/11
â¡ïž y = (1/â11)[(â3)(3) + 4(7)] = (1/â11)(â9 + 28) = (19)/â11 = â19/11
âïž Final: x = 6/11, y = â19/11 â
ðµ Question 10:
5x + 2y = 3
3x + 2y = 5
ð¢ Answer:
â¡ïž |A| = 5Ã2 â 2Ã3 = 10 â 6 = 4 â 0
â¡ïž adj A = [ [2, â2], [â3, 5] ], B = [3, 5]
â¡ïž X = (1/4)·[ [2, â2], [â3, 5] ]·[3, 5]
â¡ïž x = (1/4)[2Ã3 + (â2)Ã5] = (1/4)(6 â 10) = â1
â¡ïž y = (1/4)[(â3)Ã3 + 5Ã5] = (1/4)(â9 + 25) = 4
âïž Final: x = â1, y = 4 â
ðµ Question 11:
2x + y + z = 1
x â 2y â z = 3
3x â y + z = 2
ð¢ Answer:
â¡ïž A = [ [2,1,1], [1,â2,â1], [3,â1,1] ], |A| = â10 â 0 â
â¡ïž adj A (calculated via cofactors) = [ [1, â2, 1], [4, â1, â5], [â5, 5, â5] ]
â¡ïž B = [1, 3, 2],
â¡ïž X = (1/â10)·adj A·B = [x, y, z] = [â1, â2, 1] â
âïž Final: x = â1, y = â2, z = 1 â
ðµ Question 12:
x â y + z = 4
2x + y â 3z = 0
x + y + z = 2
ð¢ Answer:
â¡ïž A = [ [1, â1, 1], [2, 1, â3], [1, 1, 1] ], |A| = 4 â 0 â
â¡ïž B = [4, 0, 2]
â¡ïž Using Cramerâs Rule:
|Aâ| = |4 â1 1; 0 1 â3; 2 1 1| = 4(1+3) â (â1)(0â6) + 1(0â2) = 16 + 6 â 2 = 20
|Aáµ§| = |1 4 1; 2 0 â3; 1 2 1| = 1(0â(â6)) â 4(2â(â3)) + 1(4â0) = 6 â 20 + 4 = â10
|A_z| = |1 â1 4; 2 1 0; 1 1 2| = 1(2â0) â (â1)(4â1) + 4(2â1) = 2 + 3 + 4 = 9
â¡ïž x = 20/4 = 5, y = â10/4 = â5/2, z = 9/4 â
âïž Final: x = 5, y = â5/2, z = 9/4 â
ðµ Question 13:
2x + 3y + 3z = 5
â2y + z = â4
3x â y â 2z = 3
ð¢ Answer:
â¡ïž A = [ [2,3,3], [0,â2,1], [3,â1,â2] ], |A| = 11 â 0 â
â¡ïž B = [5, â4, 3]
â¡ïž Solve by Aâ»Â¹B â [x, y, z] = [1, 2, â1] â
âïž Final: x = 1, y = 2, z = â1 â
ðµ Question 14:
x â y + 2z = 7
3x + 4y â 5z = â5
2x â y + 3z = 12
ð¢ Answer:
â¡ïž |A| = 24 â 0 â
â¡ïž Solution via matrix method: [x, y, z] = [2, 1, 3] â
âïž Final: x = 2, y = 1, z = 3 â
ðµ Question 15:
A = [ [2, â3, 5], [3, 2, â4], [1, 1, â2] ],
solve
2x â 3y + 5z = 11
3x + 2y â 4z = â5
x + y â 2z = â3
ð¢ Answer:
â¡ïž |A| = â1 â 0 â
â¡ïž adj A = [ [0, â1, â1], [1, â1, â1], [7, 11, 13] ] â
â¡ïž Aâ»Â¹ = (â1)·adj A = [ [0, 1, 1], [â1, 1, 1], [â7, â11, â13] ] â
â¡ïž B = [11, â5, â3]
â¡ïž X = Aâ»Â¹B = [2, â3, 1] â
âïž Final: x = 2, y = â3, z = 1 â
ðµ Question 16:
ðµ Question 16:
The cost of 4 kg onion, 3 kg wheat, and 2 kg rice is â¹60.
The cost of 2 kg onion, 4 kg wheat, and 6 kg rice is â¹90.
The cost of 6 kg onion, 2 kg wheat, and 3 kg rice is â¹70.
Find the cost per kg of each item using matrix method.
ð¢ Answer:
â¡ïž Let
xâ = cost of onion (â¹/kg)
xâ = cost of wheat (â¹/kg)
xâ = cost of rice (â¹/kg)
â¡ïž Form the equations:
(1) 4xâ + 3xâ + 2xâ = 60
(2) 2xâ + 4xâ + 6xâ = 90
(3) 6xâ + 2xâ + 3xâ = 70
ð¡ Matrix Form:
A·X = B
A =
â¡4â3â2â€
â¢2â4â6â¥
â£6â2â3âŠ
X =
â¡xââ€
â¢xââ¥
â£xââŠ
B =
â¡60â€
â¢90â¥
â£70âŠ
â³ïž Step 1: Find determinant |A|
|A| = 4(4Ã3 â 6Ã2) â 3(2Ã3 â 6Ã6) + 2(2Ã2 â 4Ã6)
= 4(12 â 12) â 3(6 â 36) + 2(4 â 24)
= 0 â 3(â30) + 2(â20)
= 0 + 90 â 40 = 50 â 0
âïž Hence, unique solution exists.
â³ïž Step 2: Find |Aâ| (replace 1st column by B)
Aâ =
â¡60â3â2â€
â¢90â4â6â¥
â£70â2â3âŠ
|Aâ| = 60(4Ã3 â 6Ã2) â 3(90Ã3 â 6Ã70) + 2(90Ã2 â 4Ã70)
= 60(12 â 12) â 3(270 â 420) + 2(180 â 280)
= 0 â 3(â150) + 2(â100)
= 0 + 450 â 200 = 250
â³ïž Step 3: Find |Aâ| (replace 2nd column by B)
Aâ =
â¡4â60â2â€
â¢2â90â6â¥
â£6â70â3âŠ
|Aâ| = 4(90Ã3 â 6Ã70) â 60(2Ã3 â 6Ã6) + 2(2Ã70 â 90Ã6)
= 4(270 â 420) â 60(6 â 36) + 2(140 â 540)
= 4(â150) â 60(â30) + 2(â400)
= â600 + 1800 â 800 = 400
â³ïž Step 4: Find |Aâ| (replace 3rd column by B)
Aâ =
â¡4â3â60â€
â¢2â4â90â¥
â£6â2â70âŠ
|Aâ| = 4(4Ã70 â 90Ã2) â 3(2Ã70 â 90Ã6) + 60(2Ã2 â 4Ã6)
= 4(280 â 180) â 3(140 â 540) + 60(4 â 24)
= 4(100) â 3(â400) + 60(â20)
= 400 + 1200 â 1200 = 400
â³ïž Step 5: Calculate variables
xâ = |Aâ| / |A| = 250 / 50 = 5
xâ = |Aâ| / |A| = 400 / 50 = 8
xâ = |Aâ| / |A| = 400 / 50 = 8
âïž Final Answer:
xâ = â¹5/kg (onion)
xâ = â¹8/kg (wheat)
xâ = â¹8/kg (rice) â
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OTHER IMPORTANT QUESTIONS FOR EXAMS
ð© Questions 1 to 18 (MCQs)
ðµ Question 1:
The determinant of a 2 Ã 2 matrix
A = [[a, b], [c, d]] is
ðµ (A) ad + bc
ð¢ (B) ab â cd
ð (C) ad â bc
ðŽ (D) a + b + c + d
Answer: (C) ad â bc
ðµ Question 2:
|A| = 0 implies that matrix A is
ðµ (A) Invertible
ð¢ (B) Singular
ð (C) Non-singular
ðŽ (D) Orthogonal
Answer: (B) Singular
ðµ Question 3:
For matrix A = [[1, 2], [3, 4]], |A| = ?
ðµ (A) 2
ð¢ (B) â2
ð (C) 0
ðŽ (D) 4
Answer: (B) â2
ðµ Question 4:
|Aáµ| equals
ðµ (A) â|A|
ð¢ (B) |A|
ð (C) 0
ðŽ (D) None
Answer: (B) |A|
ðµ Question 5:
If two rows are identical, determinant =
ðµ (A) 1
ð¢ (B) 0
ð (C) 2
ðŽ (D) Unchanged
Answer: (B) 0
ðµ Question 6:
Interchanging two rows multiplies determinant by
ðµ (A) 0
ð¢ (B) â1
ð (C) +1
ðŽ (D) 2
Answer: (B) â1
ðµ Question 7:
|AB| = ?
ðµ (A) |A| + |B|
ð¢ (B) |A| à |B|
ð (C) |A| / |B|
ðŽ (D) None
Answer: (B) |A| Ã |B|
ðµ Question 8:
|kA| for an n à n matrix A equals
ðµ (A) k |A|
ð¢ (B) kâ¿ |A|
ð (C) |A|â¿
ðŽ (D) None
Answer: (B) kâ¿ |A|
ðµ Question 9:
If |A| = 3 and |B| = 2, then |AB| = ?
ðµ (A) 5
ð¢ (B) 6
ð (C) 1
ðŽ (D) 0
Answer: (B) 6
ðµ Question 10:
If a row is multiplied by 2, determinant becomes
ðµ (A) Twice
ð¢ (B) Half
ð (C) Same
ðŽ (D) Zero
Answer: (A) Twice
ðµ Question 11:
A matrix is non-singular when
ðµ (A) |A| = 0
ð¢ (B) |A| â 0
ð (C) Trace = 0
ðŽ (D) Diagonal
Answer: (B) |A| â 0
ðµ Question 12:
If a multiple of one row is added to another, |A|
ðµ (A) Doubles
ð¢ (B) Halves
ð (C) Unchanged
ðŽ (D) Zero
Answer: (C) Unchanged
ðµ Question 13:
|Iâ| = ?
ðµ (A) 0
ð¢ (B) 1
ð (C) n
ðŽ (D) n²
Answer: (B) 1
ðµ Question 14:
If |A| = 2, then |Aâ»Â¹| = ?
ðµ (A) 1/2
ð¢ (B) 2
ð (C) 4
ðŽ (D) None
Answer: (A) 1/2
ðµ Question 15:
For 2Ã2 A = [[a, b],[c, d]], cofactor of a = ?
ðµ (A) d
ð¢ (B) âd
ð (C) d
ðŽ (D) None
Answer: (A) d
ðµ Question 16:
Area of triangle with vertices (xâ,yâ),(xâ,yâ),(xâ,yâ):
ðµ (A) |âŠ|
ð¢ (B) œ |âŠ|
ð (C) 2 |âŠ|
ðŽ (D) None
Answer: (B) œ |âŠ|
ðµ Question 17:
Î = 0 in Cramerâs rule means
ðµ (A) Unique solution
ð¢ (B) No/Infinite solution
ð (C) Always solvable
ðŽ (D) None
Answer: (B) No/Infinite solution
ðµ Question 18:
Cofactor sign pattern (3Ã3):
ðµ (A) + + +
ð¢ (B) + â +
ð (C) â + â
ðŽ (D) All negative
Answer: (B) + â +
ð© Questions 19 to 27 (Short/Mid-Length)
ð¢ Question 19: Evaluate determinant
A = [[2, 3], [4, 5]]
â¡ |A| = 2Ã5 â 3Ã4 = 10 â 12 = â2
ð¢ Question 20: Show |Aáµ| = |A|
Let A = [[1,2],[3,4]]
|A| = 1Ã4 â 2Ã3 = â2
Aáµ = [[1,3],[2,4]], |Aáµ| = 1Ã4 â 3Ã2 = â2 â â
Equal.
ð¢ Question 21:
If a row multiplied by k, determinant à k.
Example: A = [[1,2],[3,4]], multiply Râ by 3 â |Aâ| = 3 Ã |A|.
ð¢ Question 22:
|AB| = |A||B|
Take A = [[1,2],[0,1]] (|A|=1)
B = [[2,0],[1,2]] (|B|=4)
AB = [[4,4],[1,2]] â |AB| = 4 â |A||B| = 4 â
ð¢ Question 23:
Find |A| =1 2 3 2 4 6 3 6 9
Rows proportional â |A| = 0.
ð¢ Question 24:
Compute |A| =1 2 3 0 4 5 1 0 6
Expand along row 1:
= 1(4Ã6â5Ã0) â 2(0Ã6â5Ã1) + 3(0Ã0â4Ã1)
= 24 + 10 â 12 = 22
ð¢ Question 25:
Find minors of first row for above matrix:
Mââ = |4 5; 0 6| = 24
Mââ = |0 5; 1 6| = 0 â 5 = â5
Mââ = |0 4; 1 0| = 0 â 4 = â4
ð¢ Question 26:
Cofactors (use sign pattern + â +):
Aââ = +24, Aââ = â(â5)=5, Aââ = + (â4)= â4
ð¢ Question 27:
Solve system
x + y = 3,
2x + 3y = 8
Î = |1 1; 2 3| = 3 â 2 = 1
Îâ = |3 1; 8 3| = 9 â 8 = 1
Îáµ§ = |1 3; 2 8| = 8 â 6 = 2
x = 1, y = 2.
ð© Questions 28 to 33 (Long/Case)
ð¢ Question 28: Prove (AB)áµ = BáµAáµ
Let A = [[1,2],[3,4]], B = [[0,5],[1,6]]
Compute AB â transpose; compare with BáµAáµ â equal â
ð¢ Question 29: Derive formula Aâ»Â¹ = (1/|A|) Adj A
For 2Ã2, A = [[a,b],[c,d]], Adj A = [[d, âb],[âc, a]]
Multiply â A Ã Adj A = |A| I â Divide by |A|.
ð¢ Question 30: Verify A à Aâ»Â¹ = I
Take A = [[2,1],[1,1]], |A| = 1
Adj A = [[1, â1],[â1, 2]] â Aâ»Â¹ = Adj A
Multiply â I â
ð¢ Question 31: Solve 3x + 2y = 8, 2x + 3y = 7
Î = 9 â 4 = 5,
Îâ = 24 â 14 = 10,
Îáµ§ = 21 â 16 = 5 â x = 2, y = 1.
ð¢ Question 32 (Case):
Cost equations: x + y = 6, 2x + 3y = 15
Î = 3 â 2 = 1
Îâ = (6 Ã 3 â 15 Ã 1)=18 â 15 = 3
Îáµ§ = (1 Ã 15 â 2 Ã 6)=15 â 12 = 3
x = 3, y = 3 â Pen â¹3, Pencil â¹3 â
ð¢ Question 33 (Case):
3 equations, 3 unknowns
x + y + z = 3
2x â y + z = 0
x + 2y â z = 3
Î = |1 1 1; 2 â1 1; 1 2 â1| = â9 â 0 â unique solution (compute similarly).
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