Case 1: Interchange of any Two Rows or Two Columns
Any 2 columns (or rows) of a matrix can be exchanged. If the ith and jth rows are exchanged, it is shown by Ri ↔ Rj and if the ith and jth columns are exchanged, it is shown by Ci ↔ Cj.
Case 2: Multiplication of Row or Column by a Non-zero Number
The elements of any row (or column) of a matrix can be multiplied by a non-zero number. So if we multiply the ith row of a matrix by a non-zero number k, symbolically it can be denoted by Ri → kRi.
Similarly, for the column, it is given by Ci → kCi.
Case 3: Multiplication of Row or Column by a Non-zero Number and Add the Result to the Other Row or Column
The elements of any row (or column) can be added with the corresponding elements of another row (or column) which is multiplied by a non-zero number. So if we add the ith row of a matrix to the jth row which is multiplied by a non-zero number k, symbolically it can be denoted by Ri → Ri + kRj Similarly, for column it is given by Ci → Ci + kCj
Expansion of determinanta11a12a13a21a22a23a31a32a33 is given by Δ = a11 a22 a33 - a11 a23 a32 - a12 a21 a33 + a12 a23 a31 + a13 a21 a32 - a13 a31 a22
Three Basic Elementary Operations of Matrix
Case 1:Interchange of any Two Rows or Two Columns
Any 2 columns (or rows) of a matrix can be exchanged. If the ith and jth rows are exchanged, it is shown by Ri ↔ Rj and if the ith and jth columns are exchanged, it is shown by Ci ↔ Cj.
Case 2: Multiplication of Row or Column by a Non-zero Number
The elements of any row (or column) of a matrix can be multiplied by a non-zero number. So if we multiply the ith row of a matrix by a non-zero number k, symbolically it can be denoted by Ri → kRi.
Similarly, for the column, it is given by Ci → kCi.
Case 3:Multiplication of Row or Column by a Non-zero Number and Add the Result to the Other Row or Column
The elements of any row (or column) can be added with the corresponding elements of another row (or column) which is multiplied by a non-zero number.
So if we add the ith row of a matrix to the jth row which is multiplied by a non-zero number k, symbolically it can be denoted by Ri → Ri + kRj.
Similarly, for column it is given by Ci → Ci + kCj.
Formula used:
a3 + b3 + c3 - 3abc = (a + b + c)(a2 + b2 + c2 - ab - bc - ca)
If (a + b + c) = 0 then a3 + b3 + c3 = 3abc
Calculation:
Let A = abcbcacab
R1 → R1 + R2 + R3
⇒ A = a+b+ca+b+ca+b+cbcacab
⇒ A = (a+b+c)111bcacab
C2 → C2 - C1 and C3 → C3 - C1
⇒ A = (a + b + c) 100bc−ba−bca−cb−c
Expanding along R1,
⇒ A = (a + b + c)[1{(c - b)(b - c) - (a - b)(a - c)}]
⇒ A = (a + b + c)[bc - c2 - b2 + bc - (a2 - ac - ab + bc)]
⇒ A = (a + b + c)[- c2 - b2 - a2 + ac + ab + bc]
⇒ A = - (a + b + c)[a2 + b2 + c2 - ab - bc - ac]
The value of A can be zero if (a + b + c) or (a2 + b2 + c2 - ab - bc - ac) is 0.
We know that,
a3 + b3 + c3 - 3abc = (a + b + c)(a2 + b2 + c2 - ab - bc - ca)
⇒ a3 + b3 + c3 = 3abc
∴ 1, 2 and 3 are correct.
Question 4
Consider the following in respect of the matrices:
The new matrix obtained by interchanging the rows and columns of the original matrix is called
the transpose of the matrix.
For example: \(A = \begin{bmatrix} a &b & c \[0.3em] x & y & z \[0.3em] \end{bmatrix}\)⇒ \(A^T = \begin{bmatrix} a &x \[0.3em] b & y \[0.3em] c & z \[0.3em] \end{bmatrix}\)
It is denoted by A' or AT.
2). For the addition and subtraction of two matrices, the order of matrices should be equal.
The number of combinations of n different thing taken k at a time is:
nCk=k!(n−k)!n! where 0 ≤ k ≤ n
Calculation:
The word 'TIGER' contains 2 vowels I and E and 3 consonants T, G, R.
If the vowels should not occupy the even position means even places should be occupied by the consonants only.
To fill the even places by the consonants, select any 2 consonants out of 3 and arrange them.
Selection of any 2 consonants out of 3 = 3C2
The arrangement of these two consonants is given by 2!
Number of ways to fill even places = 3C2 × 2! = 6
Now, fill the 3 odd places with the rest of the consonants and vowels.
Number of ways to fill odd places = 3! = 6
The total number of ways = 3C2 × 2! × 3! = 6 × 6 = 36
∴ The required number of permutations = 36.
Question 17
Let α and β be the roots of the equation x2 + px + q = 0. If α3 and β3 are the roots of the equation x2 + mx + n = 0, then what is the value of m + n ?
A vertical tower stands on a horizontal plane and is surmounted by a vertical flagstaff of height h. At a point on the plane the angles of elevation of the bottom and top of the flagstaff are θ and 2θ respectively. What is the height of the tower ?
The shadow of a tower becomes x metre longer, when the angle of elevation of sun changes from 60° to θ. If the height of the tower is 3x metre, then which one of the following is correct ?
Converting the inequations to equations, we obtain:
5x - 4y + 12 = 0, x + y = 2, x = 0, y = 0.
For 5x - 4y + 12 = 0
Putting x = 0, 0 - 4y = - 12 ⇒ y = 3
Putting y = 0, 5x - 0 = - 12 ⇒ x = - 2.4
This line meets the x-axis at (-2.4, 0) and the y-axis at (0, 3). Draw a line through these points.
We see that the origin (0, 0) does not satisfy the inequation 5x - 4y + 12 < 0
Therefore, the region that does not contain the origin is the solution of the inequality 5x - 4y + 12 < 0
For x + y = 2
Putting x = 0, y = 2
Putting y = 0, x = 2
This line meets the x-axis at (2, 0) and the y-axis at (0, 2). Draw a line through these points.
We see that the origin (0, 0) does satisfy the inequation x + y < 2
Therefore, the region contains the origin is the solution of the inequality x + y < 2
The solution to the inequalities is the intersection of the 5x - 4y + 12 < 0, x + y < 2, x < 0 and y > 0. Thus, the shaded region represents the solution set of the given set of inequalities.
Now solving 5x - 4y + 12 = 0 and x + y = 2, we get the point P(-0.444, 2.444).
Now, putting (-1, 2) in 5x - 4y + 12 < 0,
5 - 8 + 12 < 0 ⇒ -1 < 0 which is true.
Again, putting (-1, 2) in x + y < 2,
-1 + 2 < 2 ⇒ 1 < 2 which is true.
⇒ Point (-1, 2) satisfies 5x - 4y + 12 < 0 and x + y < 2
∴ (-1, 2) lies in the common region.
Mistake Points
Now, putting (0, 0) in 5x - 4y + 12 < 0,
0 - 0 + 12 < 0 ⇒ 12 < 0 which is False.
⇒ Point (0, 0) not satisfies 5x - 4y + 12 = 0 and x + y = 2
Question 56
Consider the following statements in respect of the function y = [x], x ∈ (-1, 1) where [.] is the greatest integer function:
Order of a differential equation: The order of a differential equation is the order of the highest order derivative appearing in the equation.
Degree of a differential equation: The degree of a differential equation is the degree of the highest order derivative when differential coefficients are made free from radicals and fractions.
Formula used:
(a + b)3 = a3 + b3 + 3a2b + 3ab2
(am)n = amn
Calculation:
We have, 1+(dxdy)2=(dx2d2y)34
Since power 4/3 is a fraction, hence we need to remove it first.
Clearly, the highest order differential coefficient in this equation is dx2d2y and its power is 4. ∴ The degree is 4.
Question 58
A radioactive substance decays at a rate proportional to the amount of substance present. If half of the substance decays in 100 years, then what is the decay constant (proportionality constant) ?
L’Hospital’s Rule tells us that if we have an indeterminate form 00 or ∞∞all we need to do is differentiate the numerator and differentiate the denominator and then take the limit.
x→alimg(x)f(x)=x→alimg′(x)f′(x)
Formula used:
dxdxn=nxn−1
dxdx=2x1
Calculation:
Let the required value be y.
⇒ y = x→1limx−1x3−1
We can see, at x = 1, there is a 0/0 form.
Hence, applying the L'Hospital Rule
⇒ y = x→1lim2x13x2=x→1lim6x25
Taking the limit
⇒ y = 6
∴ x→1limx−1x3−1 = 6
Question 76
In which one of the following intervals is the function f(x)=3x3−27x2+6x+5 decreasing?
Increasing Function: A function f(x) is said to be increasing on an interval I if for any two numbers x and y in I such that x < y, we have f(x) ≤ f(y).
Decreasing Function: A function f(x) is said to be decreasing on an interval I if for any two numbers x and y in I such that x < y, we have f(x) ≥ f(y).
Strictly Increasing Function: A function f(x) is said to be strictly increasing on an interval I if for any two numbers x and y in I such that x < y, we have f(x) < f(y).
Strictly Decreasing Function: A function f(x) is said to be strictly decreasing on an interval I if for any two numbers x and y in I such that x < y, we have f(x) > f(y).
Calculation:
f(x)=3x3−27x2+6x+5
⇒ f′(x)=x2−7x+6
For the function to decreasing, f'(x) < 0
⇒ f′(x)=x2−7x+6
⇒ f'(x) = x2 - 6x - x + 6
⇒ f'(x) = x(x - 6) - 1(x - 6)
⇒ f'(x) = (x - 1) (x - 6)
From the graph, f'(x) is negative in the interval (1,6).
∴ The function is decreasing in (1, 6).
Question 77
If the derivative of the functionf(x)=xm+2nx+1 vanishes at x = 2, then what is the value of m + 8n ?
Let’s say we have a function f which is continuous at the critical point, defined in an open interval I and f’(c) = 0 (slope is 0 at c). Then we check the value of f'(x) at the point left to the curve and right to the curve and check the nature of f'(x), then we can say, that the given point will be:
Local maxima: If f’(x) changes sign from positive to negative as x increases via point c, then f(c) gives the maximum value of the function in that range.
Local minima: If f’(x) changes sign from negative to positive as x increases via point c, then f(c) gives the minimum value of the function in that range.
Point of inflection: If the sign of f’(x) doesn’t change as x increases via c, and the point c is neither the maxima nor minima of the function, then the point c is called the point of inflection.
Second-Order Derivative:
If the second derivative of the function exists within the given range, then the given point will be:
Local maxima: If f''(c) < 0
Local minima: If f''(c) > 0
Test fails: If f''(c) = 0
Calculation:
xy = 4225 ⇒ y = x4225 ------(i)
Let S = x + y = x + x4225.
Then dxds=(1−x24225)
⇒dxds=(x2x2−4225)
⇒dxds=0 ⇒ (x2x2−4225)=0
⇒ x2 = 4225 ⇒ x = 65
Also, from dxds=(1−x24225), we get
dx2d2s=4225(x32)=x38450
dx2d2s is positive at x = 65, it has a minimum value at x = 65.
Putting the value of x from equation (i), we get,
⇒ y = x4225=65 ------(ii)
∴ S is minimum at x = 65 and minimum value of S = (65 + 65) = 130.
a2x2+b2y2=1 where a and b are the lengths of the semi-major and semi-minor axes respectively.
Distance between foci is = 2ae, where e = 1−a2b2
Calculation:
Given:
The equation of the ellipse is x2 + 2y2 = 1
⇒1x2+21y2=1
⇒ a2 = 1, b2 = 21
e = 1−a2b2 = 1−21 = 21
Distance between foci is = 2ae = 2 × 1 × 21 = 2
∴ Distance between foci is 2
Question 86
Let a, b, c be the lengths of sides BC, CA, AB respectively of a triangle ABC. If p is the perimeter and q is the area of the triangle, then what is p(p−2a)tan(2A) equal to ?
The perimeter of the triangle = sum of all sides = a + b + c
Area of scalene triangle = s(s−a)(s−b)(s−c),
Half-angle formulae:tan(2A)=s(s−a)(s−b)(s−c)
Where 2s = a + b + c and a, b, c are the sides of the triangle.
Calculation:
If p be the perimeter of the triangle,
p = a + b + c ------(1)
q = s(s−a)(s−b)(s−c) ------(2)
where a, b, c are the sides of the triangle.
Now,
p(p−2a)tan(2A) = (a + b+ c) (a + b+ c - 2a) tan(2A)
⇒ (a + b+ c) (a + b+ c - 2a) s(s−a)(s−b)(s−c)
Multiplying and dividing s(s−a), we get,
⇒ (a + b+ c) (a + b+ c - 2a) s(s−a)(s−b)(s−c)×s(s−a)s(s−a)
⇒ (a + b+ c) (a + b+ c - 2a) s2(s−a)2s(s−a)(s−b)(s−c)
⇒ (a + b+ c) (a + b+ c - 2a) s(s−a)s(s−a)(s−b)(s−c)
From equation (1) & (2)
⇒ 2s (b + c - a) s(s−a)q [∵ b + c - a = 2(s - a)]
⇒ 2s × 2(s - a) s(s−a)q
⇒ 4q
∴ p(p−2a)tan(2A) = 4q
Question 87
A straight line passes through the point of intersection of x + 2y + 2 = 0 and 2x - 3y - 3 = 0. It cuts equal intercepts in the fourth quadrant. What is the sum of the absolute values of the intercepts?
Standard Equation of a line y = mx + c, where m is the slope of the line.
Slopes of parallel lines are equal. The parallel lines are equally inclined with the positive x-axis and hence the slope of parallel lines are equal. If the slopes of two parallel lines are represented as m1, m2 then we have m1 = m2.
Calculation:
Given:
Lines ax + by + c = 0 and bx + ay + c = 0
Express the two lines in standard format that is y = mx + c
ax + by + c = 0 ⇒ by = -ax - c ⇒ y=(b−a)x−bc ------(i)
bx + ay + c = 0 ⇒ ay = -bx - c ⇒ y=(a−b)x−ac ------(ii)
Given both lines are parallel implies their slopes are equal, that is
⇒b−a=a−b
⇒ b2 = a2
⇒ a2 - b2 = 0
∴ a2 - b2 = 0 is correct.
Question 89
What is the equation of the locus of the mid-point of the line segment obtained by cutting the line x + y = p, (where p is a real number) by the coordinate axes ?
The distance between two points in a two-dimensional plane is given by d=(x2−x1)2+(y2−y1)2
Calculation:
Given:
Point (x, y) is equidistant from the points (2a, 0) and (0, 3a)
d=(2a−x)2+(0−y)2=(0−x)2+(3a−y)2
Squaring both sides, we get,
⇒ (2a - x)2 + y2 = x2 + (3a - y)2
⇒ 4a2 + x2 - 4ax + y2 = x2 + 9a2 + y2 - 6ay
⇒ 4a2 - 4ax = 9a2 - 6ay
⇒ 5a2 - 6ay + 4ax = 0
⇒ 5a - 6y + 4x = 0
⇒ 4x - 6y + 5a = 0
∴ 4x - 6y + 5a = 0 is correct.
Consider the following for the next three (03) items that follow
The Plane 6x + ky + 3z - 12 = 0 where k ≠ 0 meets the coordinate axes at A, B and C respectively. The equation of the sphere passing through the origin and A, B, C is x2 + y2 + z2 - 2x - 3y - 4z = 0.
For two vectors mandn to be collinear, m;=;λn where λ is a scalar.
Calculation:
Given that, the vectors 4i^+j^−3k^ & pi^+qj^−2k^ are collinear.
Since two vectors mandn are collinear then m;=;λn where λ is a scalar.
⇒ 4i^+j^−3k^;=λ×(;pi^+qj^−2k^)
⇒ 4i^+1j^−3k^;=λpi^+λqj^−2λk^
⇒ λp = 4, λq = 1 and -2λ = -3
⇒ λ = 3/2
So, by substituting λ = 3/2 in λp = 4 and λq = 1, we get
⇒ (3/2)p = 4 and (3/2)q = 1
⇒ p = 8/3 and q = 2/3
∴ 38,32is the correct answer.
Question 97
If a,b,c, are the position vectors of the vertices A, B, C respectively of a triangle ABC and G is the centroid of the triangle, then what is AG equal to ? .
One algebraic property of real numbers is the distributive law. The distributive law for the real numbers says: "For all real numbers x, y, and z, x.(y+z)=x.y+x.z
The vector dot product is distributive over addition. In general: a.(b+c)=a.b+a.c
The vector cross product is distributive over addition. In general: a×(b+c)=a×b+a×c
Associative property: (p × q) × r = p × (q × r) (where p, q, and r are any three natural/whole numbers)
a × b is a vector that is perpendicular to both a and b.
The direction of a × b is determined by the right-hand rule. (This means that if we curl the fingers of the right hand from a to b, then the thumb points in the direction of (a × b)).
The magnitude (or length) of the vector a × b, written as ∥a × b∥
b × a = − a × b and a × a = 0
Calculation:
Statement I:a is unique if b and is given
Given that
a×b=c
If bandc are given,
Let b = ĵ & c = k̂ &
Case: 1 Let a = (î + ĵ)
a×b=c = (î + ĵ) × ĵ
a×b=c = î × ĵ + ĵ × ĵ
a×b=c = k̂ + 0
a×b=c = k̂
Case: 2 Let a = î
a×b=c = î × ĵ = k̂
Hence, a can be either î or (î + ĵ)
Statement II: c is unique if a and is given
a×b represent vector with magnitude |a×b| & direction ⊥ to both vector
a & vector b.
∴ only statement II is correct.
Question 100
Let a and b be two unit vectors such that ∣a−b∣<2. If 2θ is the angle between a and b, then which one of the following is correct ?
The scalar product of two vectors a and b of magnitude |a| and |b| is given as |a||b| cos θ, where θ represents the angle between the vectors a and b taken in the direction of the vectors.
We can express the scalar product as ∣a∣.∣b∣=|a||b| cosθ, where |a| and |b| represent the magnitude of the vectors a and b while cos θ denotes the cosine of the angle between both the vectors and a.b indicates the dot product of the two vectors.
Calculation:
Given:
a and b be two unit vectors such that ∣a−b∣<2 and 2θ is the angle between a and b
⇒ ∣a∣=∣b∣=1
We are given ∣a−b∣<2.
Squaring both sides, we get,
⇒ ∣a−b∣2<22
⇒ (a−b)(a−b)<4
⇒ ∣a∣2+∣b∣2−2a.b<4
⇒ 1 + 1 - 2 ∣a∣.∣b∣cos2θ<4
⇒ 1 + 1 - 2 . 1 . 1 . cos2θ < 4
⇒ 2 - 2.cos2θ < 4
⇒ 1 - cos2θ < 2
⇒ 2 sin2θ < 2
⇒ sin2θ < 1
∴ -1≤ sin θ < 1 is correct.
Question 101
Two digits out of 1, 2, 3, 4, 5 are chosen at random and multiplied together. What is the probability that the last digit in the product appears as 0?
To make the unit digit zero in the product, possible pairs will be
(4, 5), (2, 5)
⇒ n(E) = 2
Hence, the required probability
P(E) = n(E)/n(S) = 2/10
⇒ P(E) = 1/5
∴ Required probability is 51.
Alternate Method
Given digits are 1, 2, 3, 4, and 5.
As discussed above we know, that two digits can be chosen out of 5 in 5C2 ways.
⇒ n(S) = 5C2 = 2!×3!5!
⇒ n(S) = 2×1×3!5×4×3!=10
⇒ n(S) = 10
Since the last digit in the product appears as 0 which is only possible when any of 2 or 4 is multiplied by 5 so possible required result,
(E) = {(2, 5), (4, 5)}
⇒ n(E) = 2
Hence, the required probability
P(E) = n(E)/n(S) = 2/10
⇒ P(E) = 1/5
∴ Required probability is 51.
Question 102
The frequency curve (assuming unimodal) corresponding to the data obtained in an experiment is skewed to the left. What conclusion can be drawn from the curve ?
Mean: Mean (average) is the sum of all quantities divided by no of quantities of the data set.
Mode: It is the most repeated value in the data set.
Median: Median is the middlemost value of the data set.
Skewness:
The skewness is a measure of the asymmetry of the probability distribution assuming a unimodal
distribution (assuming there is only one peak in the distribution of values). We can say that the
skewness indicates how much our underlying distribution deviates from the normal distribution
since the normal distribution has a skewness of 0. Generally, we have three types of skewness.
Symmetrical: When the skewness is close to 0 and the mean is almost the same as the median
Negative skew:
When the left tail of the histogram of the distribution is longer and the majority of the observations are concentrated on the right tail.
In this case, we can use also the term "left-skewed" or "left-tailed" and the median is greater than the mean.
Positive skew:
When the right tail of the histogram of the distribution is longer and the majority of the observations are concentrated on the left tail.
In this case, we can use also the term "right-skewed" or "right-tailed" and the median is less than the mean.
Explanation:
We know that when the left tail of the histogram of the distribution is longer and the majority of the observations are concentrated on the right tail. In this case, we can use also the term "left-skewed" or "left-tailed". and the median is greater than the mean.
So, the frequency curve corresponding to the data obtained is skewed to the left and the graph obtained is as below:
For the above left-skewed curve, Mode > Median > Mean.
∴ Mode > Median > Mean for left-skewed curve.
Question 103
The variance of five positive observations is 3.6. If four of the observations are 2, 2, 4, 5 then what is the remaining observation ?
Mean deviation from mean = \(\displaystyle \frac{Σ∣x_i − x̅ ∣}{10}\) = 1066 = 6.6
Coefficient of mean deviation = 306.6 = 0.22
∴ Coefficient of mean deviation = 0.22
Consider the following for the next three (03) items that follow :
The algebraic sum of the deviations of a set of values x1, x2, x3, ⋯, xn measured from 100 is -20 and the algebraic sum of the deviations of the same set of values measured from 92 is 140.
∴ The sum of the deviations measured from the median is 0.
Consider the following data for the next three (03) items that follow :
There are 90 applicants for a job. Some of them are graduates. Some of them have less than three years experience.
Number of graduates
Number of non-graduates
At least 3 years experience
18
9
Less than 3 years experience
36
27
Let G be the event that the first applicant interviewed is a graduate and T be the event that first applicant interviewed has at least 3 years experience.