Mathematics Objective Questions and Answers: Matrices and Determinants
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Multiple Choice Questions
(a) \( -1 \)
(b) \( \frac12 \)
(c) 2
(d) 0
Show Answer & Explanation
Answer: (b) \( \frac12 \)
Explanation:
1. A homogeneous system has a non-trivial solution only if the coefficient determinant is 0.
2. \( \begin{vmatrix}1&-c&-c\\c&-1&c\\c&c&-1\end{vmatrix}=-2c^3-3c^2+1=-(c+1)^2(2c-1)=0 \).
3. So \( c=-1 \) or \( c=\frac12 \), and the greatest value is \( \frac12 \). Answer: (b)
Teacher's Note:
1. Set the determinant of the coefficient matrix to zero.
2. Factorise the cubic fully before comparing the roots.
(a) \( \left[3,\,2+2^{3/4}\right] \)
(b) \( \left(2+2^{3/4},\,4\right) \)
(c) \( [4,6] \)
(d) \( [2,3) \)
Show Answer & Explanation
Answer: (c) \( [4,6] \)
Explanation:
1. Let \( b=2+d \), \( c=2+2d \). Then \( \det A=(b-2)(c-2)(c-b)=d\cdot2d\cdot d=2d^3 \).
2. \( 2\le2d^3\le16\Rightarrow1\le d\le2 \).
3. So \( c=2+2d\in[4,6] \). Answer: (c)
Teacher's Note:
1. The determinant is a Vandermonde type in \( 2,b,c \).
2. Express \( b \) and \( c \) through the common difference.
(a) \( \begin{bmatrix}1&0\\12&1\end{bmatrix} \)
(b) \( \begin{bmatrix}1&-13\\0&1\end{bmatrix} \)
(c) \( \begin{bmatrix}1&0\\13&1\end{bmatrix} \)
(d) \( \begin{bmatrix}1&-12\\0&1\end{bmatrix} \)
Show Answer & Explanation
Answer: (b) \( \begin{bmatrix}1&-13\\0&1\end{bmatrix} \)
Explanation:
1. Multiplying such matrices adds the upper-right entries: the product has entry \( 1+2+\cdots+(n-1)=\frac{n(n-1)}2 \).
2. \( \frac{n(n-1)}2=78\Rightarrow n(n-1)=156=13\times12\Rightarrow n=13 \).
3. \( \begin{bmatrix}1&13\\0&1\end{bmatrix}^{-1}=\begin{bmatrix}1&-13\\0&1\end{bmatrix} \). Answer: (b)
Teacher's Note:
1. Multiply the first two matrices to see the pattern.
2. The inverse of a unit upper triangular matrix of this form just changes the sign of the corner entry.
(a) \( y(y^2-1) \)
(b) \( y(y^2-3) \)
(c) \( y^3-1 \)
(d) \( y^3 \)
Show Answer & Explanation
Answer: (d) \( y^3 \)
Explanation:
1. Here \( \alpha+\beta=-1 \) and \( \alpha\beta=1 \). Apply \( R_1\to R_1+R_2+R_3 \): every entry of row 1 becomes \( y \).
2. Take \( y \) common and apply \( C_2\to C_2-C_1 \), \( C_3\to C_3-C_1 \) to get zeros in row 1 apart from the first entry.
3. Expanding gives \( y\left[y^2-(\alpha+\beta)^2+4\alpha\beta-(\alpha+\beta)-1\right]\ldots=y^3 \). Answer: (d) (Checked by direct expansion with \( \alpha=\omega,\ \beta=\omega^2 \).)
Teacher's Note:
1. Add all rows into the first row and use \( \alpha+\beta=-1 \).
2. Then create zeros using column operations.
(a) \( -4 \)
(b) \( \frac12 \)
(c) \( -\frac14 \)
(d) \( \frac34 \)
Show Answer & Explanation
Answer: (b) \( \frac12 \)
Explanation:
1. Non-trivial solution needs \( \begin{vmatrix}2&3&-1\\1&k&-2\\2&-1&1\end{vmatrix}=0\Rightarrow4k-18=0 \), so \( k=\frac92 \).
2. From equations 1 and 3: \( 4x+2y=0\Rightarrow\frac xy=-\frac12 \). Adding them to eliminate \( x \) with equation 2 gives \( \frac yz=\frac12 \), hence \( \frac zx=\frac zy\cdot\frac yx=2\times(-2)=-4 \).
3. Sum \( =-\frac12+\frac12-4+\frac92=\frac12 \). Answer: (b) (Example solution: \( (x,y,z)=(-\tfrac12,1,2) \).)
Teacher's Note:
1. First find \( k \) from the zero determinant.
2. Then find the ratios \( x:y:z \) from two of the equations.
(a) 2
(b) 4
(c) 3
(d) 6
Show Answer & Explanation
Answer: (b) 4
Explanation:
1. \( A^TA \) has diagonal entries \( 8x^2,\ 6y^2,\ 3 \) and all other entries are 0 for every \( x,y \).
2. So \( 8x^2=3 \) and \( 6y^2=3 \), giving \( x=\pm\sqrt{3/8} \) and \( y=\pm\frac1{\sqrt2} \).
3. The two values have different magnitudes so \( x\ne y \) always, and the four sign choices give 4 matrices. Answer: (b)
Teacher's Note:
1. Multiply \( A^T \) by \( A \) and compare entries with \( 3I_3 \).
2. Count the independent sign choices for \( x \) and \( y \).
(a) \( \lambda^2-3\lambda-4=0 \)
(b) \( \lambda^2+3\lambda-4=0 \)
(c) \( \lambda^2-\lambda-6=0 \)
(d) \( \lambda^2+\lambda-6=0 \)
Show Answer & Explanation
Answer: (c) \( \lambda^2-\lambda-6=0 \)
Explanation:
1. Infinitely many solutions need \( \begin{vmatrix}1&1&1\\4&\lambda&-\lambda\\3&2&-4\end{vmatrix}=0 \), which gives \( -8\lambda+24=0 \), so \( \lambda=3 \).
2. For \( \lambda=3 \) the system is consistent (the coefficient matrix and augmented matrix both have rank 2), so there are infinitely many solutions.
3. Test \( \lambda=3 \): \( 9-3-6=0 \) holds for option (c) only. Answer: (c)
Teacher's Note:
1. Set the coefficient determinant to zero.
2. Substitute the value of \( \lambda \) into each quadratic.
(a) 0
(b) \( -4 \)
(c) 6
(d) 1
Show Answer & Explanation
Answer: (a) 0
Explanation:
1. Expanding the determinant gives \( -5(x^3-7x+6)=0 \), i.e. \( x^3-7x+6=0 \).
2. It factorises as \( (x-1)(x-2)(x+3)=0 \), so all three roots are real.
3. Sum of roots \( =1+2-3=0 \). Answer: (a)
Teacher's Note:
1. Expand along the first row carefully.
2. The coefficient of \( x^2 \) in the cubic is zero.
(a) \( \begin{bmatrix}-4&-2\\-1&4\end{bmatrix} \)
(b) \( \begin{bmatrix}4&-2\\-1&-4\end{bmatrix} \)
(c) \( \begin{bmatrix}4&-2\\1&-4\end{bmatrix} \)
(d) \( \begin{bmatrix}-4&2\\1&4\end{bmatrix} \)
Show Answer & Explanation
Answer: (b) \( \begin{bmatrix}4&-2\\-1&-4\end{bmatrix} \)
Explanation:
1. Symmetric part: \( A=\frac{M+M^T}2=\begin{bmatrix}2&4\\4&-1\end{bmatrix} \); skew part: \( B=\frac{M-M^T}2=\begin{bmatrix}0&-1\\1&0\end{bmatrix} \).
2. \( AB=\begin{bmatrix}2\cdot0+4\cdot1&2(-1)+4\cdot0\\4\cdot0-1\cdot1&4(-1)+(-1)\cdot0\end{bmatrix}=\begin{bmatrix}4&-2\\-1&-4\end{bmatrix} \). Answer: (b)
Teacher's Note:
1. Every square matrix splits uniquely into a symmetric and a skew-symmetric part.
2. Use \( A=\frac{M+M^T}{2} \) and \( B=\frac{M-M^T}{2} \).
(a) 0
(b) \( -1 \)
(c) 1
(d) 2
Show Answer & Explanation
Answer: (c) 1
Explanation:
1. \( \det A=\frac1{\det B} \), so \( \det A+1=0 \) means \( \det B=-1 \).
2. \( \det B=5(-2-3)-2\alpha(0-\alpha)+1(0-2\alpha)=2\alpha^2-2\alpha-25 \).
3. \( 2\alpha^2-2\alpha-25=-1\Rightarrow\alpha^2-\alpha-12=0 \), so \( \alpha=4,-3 \) with sum 1. Answer: (c)
Teacher's Note:
1. Use \( \det(A^{-1})=\frac1{\det A} \).
2. Sum of roots of the quadratic equals minus the coefficient of \( \alpha \).
(a) \( \frac\pi9 \)
(b) \( \frac\pi{18} \)
(c) \( \frac{7\pi}{24} \)
(d) \( \frac\pi{36} \)
Show Answer & Explanation
Answer: (a) \( \frac\pi9 \)
Explanation:
1. Apply \( C_1\to C_1+C_2 \), then \( R_1\to R_1-2R_3 \), \( R_2\to R_2-2R_3 \); the determinant reduces to \( (2+4\cos6\theta)(\sin^2\theta+\cos^2\theta) \), i.e. \( 2+4\cos6\theta \).
2. So \( \cos6\theta=-\frac12 \), giving \( 6\theta=\frac{2\pi}3 \) in the range \( 0\lt6\theta\lt2\pi \) (the other value \( \frac{4\pi}{3} \) gives \( \theta=\frac{2\pi}{9} \), which is not among the options).
3. \( \theta=\frac\pi9 \). Answer: (a) (Numerical check: the determinant equals \( 2+4\cos6\theta \), which is 0 at \( \theta=\frac\pi9 \) and is nonzero for the other options.)
Teacher's Note:
1. Use column and row operations to make the determinant factorise.
2. Solve \( \cos6\theta=-\tfrac12 \) within the given interval.
(a) invertible only when \( t=\pi \)
(b) invertible for every \( t\in R \)
(c) not invertible for any \( t\in R \)
(d) invertible only when \( t=\frac\pi2 \)
Show Answer & Explanation
Answer: (b) invertible for every \( t\in R \)
Explanation:
1. Take \( e^t \) from column 1, \( e^{-t} \) from each of columns 2 and 3 to get \( e^{t}e^{-2t}=e^{-t} \) times a determinant with column 1 all ones.
2. Using \( R_2\to R_2-R_1 \), \( R_3\to R_3-R_1 \) and expanding gives \( e^{-t}(2\cos t+\sin t)^2+e^{-t}(2\sin t-\cos t)^2=5e^{-t} \).
3. \( |A|=5e^{-t}\ne0 \) for all real \( t \), so \( A \) is always invertible. Answer: (b)
Teacher's Note:
1. Factor the exponentials out of the columns.
2. A determinant that never vanishes means the matrix is always invertible.
(a) \( 2g+h+k=0 \)
(b) \( g+2h+k=0 \)
(c) \( g+h+k=0 \)
(d) \( g+h+2k=0 \)
Show Answer & Explanation
Answer: (a) \( 2g+h+k=0 \)
Explanation:
1. The coefficient determinant is 0, so the system is consistent only when the right-hand sides satisfy the same dependency as the rows.
2. Row 3 + 2 (Row 1) \( =(0,5-8,-9+14)=(0,-3,5)=-\,\text{Row 2} \).
3. So \( k+2g=-h \), i.e. \( 2g+h+k=0 \). Answer: (a)
Teacher's Note:
1. Find the linear relation between the three left-hand sides.
2. Apply the same relation to \( g,h,k \).
(a) 8
(b) 18
(c) 21
(d) 5
Show Answer & Explanation
Answer: (a) 8
Explanation:
1. Subtract equation 1 from 2: \( y+2z=4 \). Subtract equation 1 from 3: \( 2y+(\alpha-1)z=\beta-5 \).
2. The last must be twice the previous one: \( \alpha-1=4 \) and \( \beta-5=8 \), so \( \alpha=5 \), \( \beta=13 \).
3. \( \beta-\alpha=8 \). Answer: (a)
Teacher's Note:
1. Eliminate \( x \) first.
2. Make the two reduced equations proportional.
(a) \( -5 \)
(b) \( -7 \)
(c) \( 2(\sqrt2+1) \)
(d) \( 2(\sqrt2+2) \)
Show Answer & Explanation
Answer: (a) \( -5 \)
Explanation:
1. Apply \( R_3\to R_3-2R_2+R_1 \); the determinant factorises as \( \det A=(d+2)^2-\sin^2\theta \).
2. It is least when \( \sin^2\theta=1 \), so \( \det A_{\min}=(d+2)^2-1=8 \).
3. \( (d+2)^2=9\Rightarrow d=1 \) or \( -5 \). Only \( -5 \) is among the options. Answer: (a)
Teacher's Note:
1. Use a row operation to produce zeros in the third row.
2. Minimise using \( \sin^2\theta\le1 \).
(a) \( -\sqrt3 \)
(b) \( -2\sqrt3 \)
(c) \( 2\sqrt3 \)
(d) \( \sqrt3 \)
Show Answer & Explanation
Answer: (c) \( 2\sqrt3 \)
Explanation:
1. Expanding, \( \det A=2(2b^2+4-b^2)-b(2b-b)+1(b^2-b^2-1)=b^2+3 \).
2. \( \frac{\det A}b=b+\frac3b \). By AM-GM, for \( b\gt0 \), \( b+\frac3b\ge2\sqrt3 \).
3. The minimum is \( 2\sqrt3 \) (at \( b=\sqrt3 \)). Answer: (c)
Teacher's Note:
1. Expand the determinant to get a simple expression in \( b \).
2. Use AM-GM for positive \( b \).
(a) \( b-c-a=0 \)
(b) \( a+b+c=0 \)
(c) \( b-c+a=0 \)
(d) \( b+c-a=0 \)
Show Answer & Explanation
Answer: (a) \( b-c-a=0 \)
Explanation:
1. The coefficient determinant is 0 because \( R_2=R_1+R_3 \), so more than one solution requires the system to be consistent: \( D_1=0 \).
2. \( D_1=\begin{vmatrix}a&2&3\\b&-1&5\\c&-3&2\end{vmatrix}=13a-13b+13c \).
3. So \( a-b+c=0 \), i.e. \( b-c-a=0 \). Answer: (a)
Teacher's Note:
1. Check that the coefficient determinant vanishes first.
2. Then impose \( D_1=0 \) for consistency.
(a) \( \frac1{\sqrt5} \)
(b) \( \frac1{\sqrt2} \)
(c) \( \frac1{\sqrt3} \)
(d) \( \frac1{\sqrt6} \)
Show Answer & Explanation
Answer: (b) \( \frac1{\sqrt2} \)
Explanation:
1. Rows are orthonormal: row 1 gives \( 4q^2+r^2=1 \); row 2 gives \( p^2+q^2+r^2=1 \); rows 1 and 2 give \( 2q^2-r^2=0 \); rows 2 and 3 give \( p^2-q^2-r^2=0 \).
2. From \( r^2=2q^2 \) and \( p^2=q^2+r^2=3q^2 \); then \( 4q^2+2q^2=1\Rightarrow q^2=\frac16 \).
3. \( p^2=3q^2=\frac12 \), so \( |p|=\frac1{\sqrt2} \). Answer: (b)
Teacher's Note:
1. \( AA^T=I \) means the rows are mutually perpendicular unit vectors.
2. Solve the resulting equations for \( p^2,q^2,r^2 \).
(a) 1
(b) \( \frac14 \)
(c) \( \frac1{16} \)
(d) 16
Show Answer & Explanation
Answer: (c) \( \frac1{16} \)
Explanation:
1. \( |A|^2|B|=8 \) and \( \frac{|A|}{|B|}=8 \). Multiplying: \( |A|^3=64 \), so \( |A|=4 \) and \( |B|=\frac12 \).
2. \( |BA^{-1}B^T|=|B|\cdot\frac1{|A|}\cdot|B|=\frac12\cdot\frac14\cdot\frac12=\frac1{16} \). Answer: (c)
Teacher's Note:
1. Use \( |XY|=|X||Y| \), \( |A^T|=|A| \) and \( |A^{-1}|=\frac1{|A|} \).
2. Solve for \( |A| \) and \( |B| \) first.
(a) \( -(a+b+c) \)
(b) \( -2(a+b+c) \)
(c) \( 2(a+b+c) \)
(d) abc
Show Answer & Explanation
Answer: (b) \( -2(a+b+c) \)
Explanation:
1. Apply \( R_1\to R_1+R_2+R_3 \), take \( (a+b+c) \) out, then \( C_2\to C_2-C_1 \), \( C_3\to C_3-C_1 \).
2. The determinant becomes \( (a+b+c)^3 \).
3. \( (x+a+b+c)^2=(a+b+c)^2\Rightarrow x=0 \) or \( x=-2(a+b+c) \); since \( x\ne0 \), \( x=-2(a+b+c) \). Answer: (b)
Teacher's Note:
1. Add all rows into the first row.
2. A perfect-square equality gives two cases; reject \( x=0 \).
(a) \( (2,4) \)
(b) \( (-4,2) \)
(c) \( (1,-3) \)
(d) \( (-3,1) \)
Show Answer & Explanation
Answer: (a) \( (2,4) \)
Explanation:
1. A unique solution needs a non-zero coefficient determinant.
2. Expanding, \( D=\alpha+\beta+2 \).
3. Option (a): \( D=8\ne0 \). Options (b), (c), (d) all give \( D=0 \). Answer: (a)
Teacher's Note:
1. Compute the determinant of the coefficient matrix.
2. Test each option in the simplified expression.
(a) \( \left(\frac32,3\right] \)
(b) \( \left[\frac52,4\right) \)
(c) \( \left(0,\frac32\right] \)
(d) \( \left(1,\frac52\right] \)
Show Answer & Explanation
Answer: (a) \( \left(\frac32,3\right] \)
Explanation:
1. Expanding, \( \det A=2(1+\sin^2\theta) \).
2. For \( \theta\in\left(\frac{3\pi}4,\frac{5\pi}4\right) \), \( \sin\theta\in\left(-\frac1{\sqrt2},\frac1{\sqrt2}\right) \), so \( \sin^2\theta\in\left[0,\frac12\right) \).
3. Hence \( \det A\in[2,3) \), which lies inside \( \left(\frac32,3\right] \) and no other option. Answer: (a)
Teacher's Note:
1. Expand along the first row.
2. Find the range of \( \sin^2\theta \) on the given interval.
(a) \( (-4,-5) \)
(b) \( (-4,3) \)
(c) \( (-4,5) \)
(d) \( (4,5) \)
Show Answer & Explanation
Answer: (c) \( (-4,5) \)
Explanation:
1. Apply \( C_1\to C_1+C_2+C_3 \) and take out \( (5x-4) \); then use \( R_2\to R_2-R_1 \), \( R_3\to R_3-R_1 \).
2. The determinant equals \( (5x-4)(x+4)^2 \).
3. Compare with \( (A+Bx)(x-A)^2 \): \( A=-4 \), \( B=5 \). Answer: (c)
Teacher's Note:
1. Add all columns into the first column.
2. Compare the factorised form with the given expression.
(a) \( -10 \)
(b) 10
(c) \( -30 \)
(d) 30
Show Answer & Explanation
Answer: (b) 10
Explanation:
1. \( \begin{vmatrix}1&k&3\\3&k&-2\\2&4&-3\end{vmatrix}=44-4k=0\Rightarrow k=11 \).
2. Put \( z=t \). From the first two equations: \( x=\frac{5t}2 \), \( y=-\frac t2 \).
3. \( \frac{xz}{y^2}=\frac{\frac{5t}2\cdot t}{\frac{t^2}4}=10 \). Answer: (b)
Teacher's Note:
1. Find \( k \) from the zero determinant.
2. Express \( x,y \) in terms of \( z \).
(a) an infinite set
(b) a finite set containing two or more elements
(c) a singleton set
(d) an empty set
Show Answer & Explanation
Answer: (c) a singleton set
Explanation:
1. The coefficient determinant is \( -(a-1)^2 \). If \( a\ne1 \) it is non-zero, so the solution is unique.
2. If \( a=1 \) the system is \( x+y+z=1 \), \( x+y+z=1 \), \( x+by+z=0 \). For \( b\ne1 \), subtracting gives \( (b-1)y=-1 \), which has a solution.
3. For \( b=1 \) we get \( x+y+z=1 \) and \( x+y+z=0 \) together, which is impossible. So \( S=\{1\} \). Answer: (c)
Teacher's Note:
1. Separate the cases \( a=1 \) and \( a\ne1 \).
2. Check whether the equations contradict one another.
(a) \( \left(2,-\frac12\right) \)
(b) \( \left(1,\frac34\right) \)
(c) \( \left(1,-\frac34\right) \)
(d) \( \left(2,\frac12\right) \)
Show Answer & Explanation
Answer: (d) \( \left(2,\frac12\right) \)
Explanation:
1. Area condition: \( \frac12\left|\begin{vmatrix}k&-3k&1\\5&k&1\\-k&2&1\end{vmatrix}\right|=28 \) gives \( 5k^2+13k+10=\pm56 \), i.e. \( 5k^2+13k-46=0 \) or \( 5k^2+13k+66=0 \). Only \( k=2 \) is an integer.
2. The vertices are \( A(2,-6),\ B(5,2),\ C(-2,2) \). \( BC \) is horizontal, so the altitude from \( A \) is \( x=2 \).
3. Slope of \( AB \) is \( \frac83 \), so the altitude from \( C \) has slope \( -\frac38 \): \( y-2=-\frac38(x+2) \). At \( x=2 \), \( y=\frac12 \). Orthocentre \( \left(2,\frac12\right) \). Answer: (d)
Teacher's Note:
1. Use the area formula to find the integer \( k \).
2. Intersect two altitudes to find the orthocentre.
(a) infinitely many \( \lambda \)
(b) exactly one value of \( \lambda \)
(c) exactly two values of \( \lambda \)
(d) exactly three values of \( \lambda \)
Show Answer & Explanation
Answer: (d) exactly three values of \( \lambda \)
Explanation:
1. A non-trivial solution needs \( \begin{vmatrix}1&\lambda&-1\\ \lambda&-1&-1\\1&1&-\lambda\end{vmatrix}=0 \).
2. Expanding gives \( \lambda^3-\lambda=0\Rightarrow\lambda(\lambda-1)(\lambda+1)=0 \).
3. So \( \lambda=0,1,-1 \): exactly three values. Answer: (d)
Teacher's Note:
1. Set the coefficient determinant to zero.
2. Count the distinct roots of the resulting cubic.
(a) \( (2,-1) \)
(b) \( (-2,1) \)
(c) \( (2,1) \)
(d) \( (-2,-1) \)
Show Answer & Explanation
Answer: (d) \( (-2,-1) \)
Explanation:
1. Rows must be mutually perpendicular with squared length 9.
2. Row 1 . Row 3: \( a+4+2b=0 \); Row 2 . Row 3: \( 2a+2-2b=0 \). So \( a+2b=-4 \) and \( a-b=-1 \).
3. Subtracting: \( 3b=-3\Rightarrow b=-1 \), \( a=-2 \). Check: \( a^2+4+b^2=9 \). Answer: (d)
Teacher's Note:
1. \( AA^T=9I \) is a condition on the dot products of the rows.
2. Solve the two linear equations and verify the length condition.
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