Question 25. Show that the matrix A = \begin{bmatrix}1&0&-2\\-2&-1&2\\3&4&1\end{bmatrix} satisfies the equation A3 - A2 - 3A - I3 = 0. Hence, find A-1.
Solution:
Here, A =
\begin{bmatrix}1&0&-2\\-2&-1&2\\3&4&1\end{bmatrix} A2 =
\begin{bmatrix}1&0&-2\\-2&-1&2\\3&4&1\end{bmatrix} \begin{bmatrix}1&0&-2\\-2&-1&2\\3&4&1\end{bmatrix}= \begin{bmatrix}-5&-8&-4\\6&9&4\\-2&0&3\end{bmatrix} A3 =
\begin{bmatrix}-5&-8&-4\\6&9&4\\-2&0&3\end{bmatrix} \begin{bmatrix}1&0&-2\\-2&-1&2\\3&4&1\end{bmatrix}= \begin{bmatrix}-1&-8&-10\\0&7&10\\7&12&7\end{bmatrix} Now A3 - A2 - 3A - I3 =
\begin{bmatrix}-1&-8&-10\\0&7&10\\7&12&7\end{bmatrix}-\begin{bmatrix}-5&-8&-4\\6&9&4\\-2&0&3\end{bmatrix}-3\begin{bmatrix}1&0&-2\\-2&-1&2\\3&4&1\end{bmatrix}-\begin{bmatrix}1&0&0\\0&1&0\\0&0&1\end{bmatrix} =
\begin{bmatrix}-1+5-3-1&-8+8&-10+4+6\\-6+6&7-9+3-1&10-4-6\\7+2-9&12-12&7-3-3-1\end{bmatrix} =
\begin{bmatrix}0&0&0\\0&0&0\\0&0&0\end{bmatrix}=O So, A3 - A2 - 3A - I3 = 0
⇒ A-1(AAA) - A-1(AA) - 3A-1A - A-1I = 0
⇒ A2 - A - 3I - A-1 = 0
⇒ A-1 = A2 - A - 3I
=
\begin{bmatrix}-5&-8&-4\\6&9&4\\-2&0&3\end{bmatrix} - \begin{bmatrix}1&0&-2\\-2&-1&2\\3&4&1\end{bmatrix}- \begin{bmatrix}3&0&0\\0&3&0\\0&0&3\end{bmatrix} Therefore, A-1 =
\begin{bmatrix}-9&-8&-2\\8&7&2\\-5&-4&-1\end{bmatrix}
Question 26. If A = \begin{bmatrix}2&-1&1\\-1&2&-1\\1&-1&2\end{bmatrix} . Verify that A3 - 6A2 + 9A - 4I = O and hence find A-1.
Solution:
Here, A =
\begin{bmatrix}2&-1&1\\-1&2&-1\\1&-1&2\end{bmatrix} A2 =
\begin{bmatrix}2&-1&1\\-1&2&-1\\1&-1&2\end{bmatrix} \begin{bmatrix}2&-1&1\\-1&2&-1\\1&-1&2\end{bmatrix} =
\begin{bmatrix}4+1+1&-2-2-1&2+1+2\\-2-2-1&1+4+1&-1-2-2\\2+1+2&-1-2-2&1+1+4\end{bmatrix} =
\begin{bmatrix}6&-5&5\\-5&6&-5\\5&-5&6\end{bmatrix} A3 = A2A =
\begin{bmatrix}6&-5&5\\-5&6&-5\\5&-5&6\end{bmatrix} \begin{bmatrix}2&-1&1\\-1&2&-1\\1&-1&2\end{bmatrix} =
\begin{bmatrix}12+5+5&-6-10-5&6+5+10\\-10-6-5&5+12+5&-5-6-10\\10+5+6&-5-10-6&5+5+12\end{bmatrix} =
\begin{bmatrix}22&-21&21\\-21&22&-21\\21&-21&22\end{bmatrix} Now, A3 - 6A2 + 9A - 4I
=
\begin{bmatrix}22&-21&21\\-21&22&-21\\21&-21&22\end{bmatrix}-6 \begin{bmatrix}6&-5&5\\-5&6&-5\\5&-5&6\end{bmatrix}+9 \begin{bmatrix}2&-1&1\\-1&2&-1\\1&-1&2\end{bmatrix}-4 \begin{bmatrix}1&0&0\\0&1&0\\0&0&1\end{bmatrix} =
\begin{bmatrix}22&-21&21\\-21&22&-21\\21&-21&22\end{bmatrix}-\begin{bmatrix}36&-30&30\\-30&30&-30\\30&-30&36\end{bmatrix}+\begin{bmatrix}18&-9&9\\-9&18&-9\\9&-9&18\end{bmatrix}-\begin{bmatrix}4&0&0\\0&4&0\\0&0&4\end{bmatrix} =
\begin{bmatrix}40&-30&30\\-30&40&-30\\30&-30&40\end{bmatrix}-\begin{bmatrix}40&-30&30\\-30&40&-30\\30&-30&40\end{bmatrix} =
\begin{bmatrix}0&0&0\\0&0&0\\0&0&0\end{bmatrix}=O So, A3 - 6A2 + 9A - 4I = O
Multiplying both side by A-1
⇒ A-1(AAA) - 6A-1(AA) 9A-1A - 4A-1I = O
⇒ AAI - 6AI + 9I = 4A-1
⇒ 4A-1 = A2I - 6AI + 9I
=
\begin{bmatrix}6&-5&5\\-5&6&-5\\5&-5&6\end{bmatrix}-6 \begin{bmatrix}2&-1&1\\-1&2&-1\\1&-1&2\end{bmatrix}+9 \begin{bmatrix}1&0&0\\0&1&0\\0&0&1\end{bmatrix} =
\begin{bmatrix}6&-5&5\\-5&6&-5\\5&-5&6\end{bmatrix}-\begin{bmatrix}12&-6&6\\-6&12&-6\\6&-6&12\end{bmatrix}+\begin{bmatrix}9&0&0\\0&9&0\\0&0&9\end{bmatrix} =
\begin{bmatrix}3&1&-1\\1&3&1\\-1&1&3\end{bmatrix} ⇒ A-1 =
\frac{1}{4}\begin{bmatrix}3&1&-1\\1&3&1\\-1&1&3\end{bmatrix}
Question 27. If A =\frac{1}{9}\begin{bmatrix}-8&1&4\\4&4&7\\1&-8&4\end{bmatrix} , prove that A-1 = AT.
Solution:
Here, A =
\frac{1}{9}\begin{bmatrix}-8&1&4\\4&4&7\\1&-8&4\end{bmatrix} AT =
\frac{1}{9}\begin{bmatrix}-8&4&1\\1&4&-8\\4&7&4\end{bmatrix} Now, Finding A-1
|A| = 1/9[-8(16 + 56) - 1(16 - 7) + 4(-32 - 4)]
= -81
Therefore, inverse of A exists
Cofactors of A are:
C11 = 72 C12 = -9 C13 = -36
C21 = -36 C22 = -36 C23 = -63
C31 = -9 C32 = 72 C33 = -36
adj A =
\begin{bmatrix}C_{11}&C_{12}&C_{13}\\C_{21}&C_{22}&C_{23}\\C_{31}&C_{32}&C_{34}\end{bmatrix}^T =
\begin{bmatrix}72&-9&-36\\-36&-36&-63\\-9&72&-36\end{bmatrix}^T =
\begin{bmatrix}72&-36&-9\\-9&-36&72\\-36&-63&-36\end{bmatrix} A-1 = 1/|A|. adj A
Hence, A-1 =
\frac{1}{-81}\begin{bmatrix}72&-36&-9\\-9&-36&72\\-36&-63&-36\end{bmatrix} =
\frac{1}{9}\begin{bmatrix}-8&4&1\\1&4&-8\\4&7&4\end{bmatrix} = AT
Hence Proved
Question 28. If A = \begin{bmatrix}3&-3&4\\2&3&4\\0&-1&1\end{bmatrix} , show that A-1 = A3.
Solution:
Here, A =
\begin{bmatrix}3&-3&4\\2&3&4\\0&-1&1\end{bmatrix} |A| = 3(-3 + 4) + 3(2 - 0) + 4(-2 - 0)
= 3 + 6 - 8
= 1
Therefore, inverse of A exists
Cofactors of A are:
C11 = 1 C12 = -2 C13 = -2
C21 = -1 C22 = 3 C23 = 3
C31 = 0 C32 = -4 C33 = -3
adj A =
\begin{bmatrix}1&-1&0\\-2&3&-4\\-2&3&-3\end{bmatrix} A-1= 1/|A|. adj A
=
\frac{1}{1}\begin{bmatrix}1&-1&0\\-2&3&-4\\-2&3&-3\end{bmatrix} Now, A2 =
\begin{bmatrix}3&-3&4\\2&3&4\\0&-1&1\end{bmatrix}\begin{bmatrix}3&-3&4\\2&3&4\\0&-1&1\end{bmatrix} =
\begin{bmatrix}3&-4&4\\0&-1&0\\-2&2&-3\end{bmatrix} A3 =
\begin{bmatrix}3&-4&4\\0&-1&0\\-2&2&-3\end{bmatrix}\begin{bmatrix}3&-3&4\\2&3&4\\0&-1&1\end{bmatrix} =
\begin{bmatrix}1&-1&0\\-2&3&-4\\-2&3&-3\end{bmatrix} = A-1
Hence Proved
Question 29. If A =\begin{bmatrix}-1&2&0\\-1&1&1\\0&1&0\end{bmatrix} , show that A2 = A-1.
Solution:
Here, A =
\begin{bmatrix}-1&2&0\\-1&1&1\\0&1&0\end{bmatrix} LHS = A2
=
\begin{bmatrix}-1&2&0\\-1&1&1\\0&1&0\end{bmatrix}\begin{bmatrix}-1&2&0\\-1&1&1\\0&1&0\end{bmatrix} =
\begin{bmatrix}-1&0&2\\0&0&1\\-1&1&2\end{bmatrix} |A| = -1(1 - 0) - 2(-1 - 0) + 0
= 1
Therefore, inverse of A exists
Cofactors of A are:
C11 = -1 C12 = 0 C13 = -1
C21 = 0 C22 = 0 C23 = 1
C31 = 21 C32 = 1 C33 = 1
adj A =
\begin{bmatrix}-1&0&-1\\0&0&1\\2&1&1\end{bmatrix}^T =
\begin{bmatrix}-1&0&2\\0&0&1\\-1&1&1\end{bmatrix} A-1 = 1/|A|. adj A
Hence, A-1 =
\frac{1}{1}\begin{bmatrix}-1&0&2\\0&0&1\\-1&1&1\end{bmatrix} =
\begin{bmatrix}-1&0&2\\0&0&1\\-1&1&1\end{bmatrix} = A2
Hence Proved
Question 30. Solve the matrix equation\begin{bmatrix}5&4\\1&1\end{bmatrix}X = \begin{bmatrix}1&-2\\1&3\end{bmatrix} , where X is a 2×2 matrix.
Solution:
We have,
\begin{bmatrix}5&4\\1&1\end{bmatrix}X = \begin{bmatrix}1&-2\\1&3\end{bmatrix} Let A =
\begin{bmatrix}5&4\\1&1\end{bmatrix} and B =\begin{bmatrix}1&-2\\1&3\end{bmatrix} So. AX = B
⇒ X = A-1B
Now, |A| = 5 - 4 = 1
Co factors of A are:
C11 = 1 C12 = -1
C21 = -4 C22 = 5
adj A =
\begin{bmatrix}1&-1\\-4&5\end{bmatrix}^T =
\begin{bmatrix}1&-4\\1&5\end{bmatrix} A-1 =
\begin{bmatrix}1&-4\\1&5\end{bmatrix} Therefore, X =
\begin{bmatrix}1&-4\\1&5\end{bmatrix}\begin{bmatrix}1&-2\\1&3\end{bmatrix} X =
\begin{bmatrix}-3&-14\\4&17\end{bmatrix}
Question 31. Find the matrix X satisfying the matrix equation: X\begin{bmatrix}5&3\\-1&-2\end{bmatrix}=\begin{bmatrix}14&7\\7&7\end{bmatrix} .
Solution:
We have,
\begin{bmatrix}5&3\\-1&-2\end{bmatrix}=\begin{bmatrix}14&7\\7&7\end{bmatrix} Let A =
\begin{bmatrix}5&3\\-1&-2\end{bmatrix} and B =\begin{bmatrix}14&7\\7&7\end{bmatrix} So, XA = B
XAA-1 = BA-1
XI = BA-1 ...........(i)
Now, |A| = -7
Co factors of A are:
C11 = -2 C12 = 1
C21 = -3 C22 = 5
adj A =
\begin{bmatrix}-2&1\\-3&5\end{bmatrix}^T =
\begin{bmatrix}-2&-3\\1&5\end{bmatrix} A-1 = 1/|A|.adj (A)
=
\frac{1}{(-7)}\begin{bmatrix}-2&-3\\1&5\end{bmatrix}=\frac{-1}{7} \begin{bmatrix}2&3\\-1&-5\end{bmatrix} Therefore, X =
\begin{bmatrix}14&7\\7&7\end{bmatrix} .1/7.\begin{bmatrix}2&3\\-1&-5\end{bmatrix} =
\frac{7}{7}\begin{bmatrix}2&1\\1&1\end{bmatrix} \begin{bmatrix}2&3\\-1&-5\end{bmatrix} X =
\begin{bmatrix}3&1\\1&-2\end{bmatrix}
Question 32. Find the matrix X for which: \begin{bmatrix}3&2\\7&5\end{bmatrix} X\begin{bmatrix}-1&1\\-1&1\end{bmatrix}=\begin{bmatrix}2&-1\\0&4\end{bmatrix}
Solution:
Let, A =
\begin{bmatrix}3&2\\7&5\end{bmatrix} B =
\begin{bmatrix}-1&1\\-2&1\end{bmatrix} C =
\begin{bmatrix}2&-1\\0&4\end{bmatrix} Then the given equation becomes
A × B = C
⇒ X = A-1CB-1
Now |A| = 35 -14 = 21
|B| = -1 + 2 = 1
A-1 = adj (A)/|A| =
\frac{1}{21}\begin{bmatrix}5&-2\\-7&3\end{bmatrix} B-1 = adj (B)/|A| =
\begin{bmatrix}1&-1\\2&-1\end{bmatrix} X = A-1 CB-1 =
\frac{1}{21}\begin{bmatrix}5&-2\\-7&3\end{bmatrix} \begin{bmatrix}2&-1\\0&4\end{bmatrix} \begin{bmatrix}1&-1\\2&-1\end{bmatrix} =
\begin{bmatrix}-16&3\\24&-5\end{bmatrix}
Question 33. Find the matrix X satisfying the equation:\begin{bmatrix}2&1\\5&3\end{bmatrix}X\begin{bmatrix}5&3\\3&2\end{bmatrix}=\begin{bmatrix}1&0\\0&1\end{bmatrix}
Solution:
Let A =
\begin{bmatrix}2&1\\5&3\end{bmatrix} B =\begin{bmatrix}5&3\\3&2\end{bmatrix} AXB = I
X = A-1B-1
|A| = 6 - 5 = 1
|B| = 10 - 9 = 1
A-1 = adj A /|A| =
\begin{bmatrix}3&-1\\-5&2\end{bmatrix} B-1 = adj B/|B| =
\begin{bmatrix}2&-3\\-3&5\end{bmatrix} X =
\begin{bmatrix}3&-1\\-5&2\end{bmatrix}\begin{bmatrix}2&-3\\-3&5\end{bmatrix} =
\begin{bmatrix}9&-14\\-16&25\end{bmatrix}
Question 34. If A = \begin{bmatrix}1&2&2\\2&1&2\\2&2&1\end{bmatrix} , Find A-1 and prove that A2 - 4A - 5I = O.
Solution:
Here, A =
\begin{bmatrix}1&2&2\\2&1&2\\2&2&1\end{bmatrix} A2 =
\begin{bmatrix}1&2&2\\2&1&2\\2&2&1\end{bmatrix} \begin{bmatrix}1&2&2\\2&1&2\\2&2&1\end{bmatrix} =
\begin{bmatrix}9&8&8\\8&9&8\\8&8&9\end{bmatrix} Now, A2 + 4A - 5I
=
\begin{bmatrix}9&8&8\\8&9&8\\8&8&9\end{bmatrix}-4\begin{bmatrix}1&2&2\\2&1&2\\2&2&1\end{bmatrix}-\begin{bmatrix}5&0&0\\0&5&0\\0&0&5\end{bmatrix} =
\begin{bmatrix}0&0&0\\0&0&0\\0&0&0\end{bmatrix}= 0 Now, A2 - 4A - 5I = O
⇒ A-1AA - 4A-1A - 5A-1I = O
⇒ 5A-1 = [A - 4I]
=
\begin{bmatrix}1&2&2\\2&1&2\\2&2&1\end{bmatrix}-\begin{bmatrix}4&0&0\\0&4&0\\0&0&4\end{bmatrix} =
\begin{bmatrix}-3&2&2\\2&-3&2\\2&2&-3\end{bmatrix} A-1 =
\frac{1}{5}\begin{bmatrix}-3&2&2\\2&-3&2\\2&2&-3\end{bmatrix}
Question 35. If A is a square matrix of order n, prove that |A adj A| = |A|n.
Solution:
Given, |A adj A| = |A|n
Taking LHS = |A Adj A|
= |A| |Adj A|
= |A| |A|n-1
= |A|n-1+1
= |A|n = RHS
Hence Proved
Question 36. If A-1 = \begin{bmatrix}3&-1&1\\-15&6&-5\\5&-2&2\end{bmatrix} and B = \begin{bmatrix}1&2&-2\\-1&3&0\\0&-2&1\end{bmatrix} , find (AB)-1.
Solution:
Here, B =
\begin{bmatrix}1&2&-2\\-1&3&0\\0&-2&1\end{bmatrix} |B| = 1(3 - 0) - 2(-1 - 0) - 2(2 - 0)
= 3 + 2 - 4 = 1
Therefore, inverse of B exists
Cofactors of B are:
C11 = 3 C12 = 1 C13 = 2
C21 = 2 C22 = 1 C23 = 2
C31 = 6 C32 = 2 C33 = 5
adj A =
\begin{bmatrix}3&1&2\\2&1&2\\6&2&5\end{bmatrix}^T =
\begin{bmatrix}3&2&6\\1&1&2\\2&2&5\end{bmatrix} Therefore,
B-1 =
\begin{bmatrix}3&2&6\\1&1&2\\2&2&5\end{bmatrix} Hence, (AB)-1 = B-1A-1
=
\begin{bmatrix}3&2&6\\1&1&2\\2&2&5\end{bmatrix}\begin{bmatrix}3&-1&1\\-15&6&-5\\5&-2&2\end{bmatrix} =
\begin{bmatrix}9&-3&5\\-2&1&0\\61&-24&22\end{bmatrix}
Question 37. If A = \begin{bmatrix}1&-2&3\\0&-1&4\\-2&2&1\end{bmatrix} , find (AT)-1.
Solution:
Assuming B = AT =
\begin{bmatrix}1&0&-2\\-2&-1&2\\3&4&1\end{bmatrix} |B| = 1(-1 - 8) - 0 - 2(-8 + 3)
= -9 + 10 = 1
Therefore, inverse of B exists
Cofactors of B are:
C11 = -9 C12 = 8 C13 = -5
C21 = -8 C22 = 7 C23 = -4
C31 = -2 C32 = 2 C33 = -1
adj B =
\begin{bmatrix}-9&8&-5\\-8&7&-4\\-2&2&-1\end{bmatrix}^T =
\begin{bmatrix}-9&-8&-2\\8&7&2\\-5&-4&-1\end{bmatrix} B-1 =
\frac{1}{1}\begin{bmatrix}-9&-8&-2\\8&7&2\\-5&-4&-1\end{bmatrix} or (AT)-1 =
\begin{bmatrix}-9&-8&-2\\8&7&2\\-5&-4&-1\end{bmatrix}
Question 38. Find the adjoint of the matrix A = \begin{bmatrix}-1&-2&-2\\2&1&-2\\2&-2&1\end{bmatrix} and hence show that A (adj A) = |A|I3.
Solution:
Here, A =
\begin{bmatrix}-1&-2&-2\\2&1&-2\\2&-2&1\end{bmatrix} |A| = -1(1 - 4) - 2(2 + 4) - 2(-4 - 2)
= 3 + 12 + 12 = 27
Therefore, inverse of A exists
Cofactors of A are:
C11 = -3 C12 = -6 C13 = -6
C21 = 6 C22 = 3 C23 = -6
C31 = 6 C32 = -6 C33 = 3
adj A =
\begin{bmatrix}-3&-6&-6\\6&3&-6\\6&-6&3\end{bmatrix}^T =
\begin{bmatrix}-3&6&6\\-6&3&-6\\-6&-6&3\end{bmatrix} A (adj A) =
\begin{bmatrix}-1&-2&-2\\2&1&-2\\2&-2&1\end{bmatrix}\begin{bmatrix}-3&6&6\\-6&3&-6\\-6&-6&3\end{bmatrix} =
\begin{bmatrix}27&0&0\\0&27&0\\0&0&27\end{bmatrix} or A (adj A) = 27
\begin{bmatrix}1&0&0\\0&1&0\\0&0&1\end{bmatrix} Hence, A (adj A) = |A|I3
Hence Proved
Question 39. If A = \begin{bmatrix}0&1&1\\1&0&1\\1&1&0\end{bmatrix} , A-1 and show that A-1 = 1/2(A2 - 3I).
Solution:
Here, A =
\begin{bmatrix}0&1&1\\1&0&1\\1&1&0\end{bmatrix} |A| = 0 - 1(0 - 1) + 1(1 - 0)
= 1 + 1 = 2
Therefore, inverse of A exists
Cofactors of A are:
C11 = -1 C12 = 1 C13 = 1
C21 = 1 C22 = -1 C23 = 1
C31 = 1 C32 = 1 C33 = -1
adj A =
\begin{bmatrix}-1&1&1\\1&-1&1\\1&1&-1\end{bmatrix}^T =
\begin{bmatrix}-1&1&1\\1&-1&1\\1&1&-1\end{bmatrix} A-1 = 1/|A|. adj A
Hence, A-1 =
\frac{1}{2}\begin{bmatrix}-1&1&1\\1&-1&1\\1&1&-1\end{bmatrix} Now, A2 - 3I =
\begin{bmatrix}0&1&1\\1&0&1\\1&1&0\end{bmatrix}\begin{bmatrix}0&1&1\\1&0&1\\1&1&0\end{bmatrix}-3\begin{bmatrix}1&0&0\\0&1&0\\0&0&1\end{bmatrix} =
\begin{bmatrix}2&1&1\\1&2&1\\1&1&2\end{bmatrix}-\begin{bmatrix}3&0&0\\0&3&0\\0&0&3\end{bmatrix} =
\begin{bmatrix}-1&1&1\\1&-1&1\\1&1&-1\end{bmatrix} Hence, A-1 = 1/2(A2 - 3I)
Hence Proved
Summary
Exercise 7.1 in Set 3 of Chapter 7 focuses on adjoint and inverse matrices. This section typically covers:
- Finding the adjoint of 2x2 and 3x3 matrices
- Calculating the inverse of matrices using the adjoint method
- Applying properties of adjoint and inverse matrices to solve problems
- Verifying the relationship between a matrix, its adjoint, and its inverse