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Published on: 25/10/2025
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Multiple Choice Question
1.
A function f is said to be continuous for x ∈ R, if
it is continuous at x = 0
differentiable at x = 0
continuous at two points
differentiable for x ∈ R
2.
Write the number of points where f(x) = |x + 2| + |x – 3| is not differentiable
2
3
0
1
3.
The derivative of sin x with respect to log x is
cos x
x cos x
\(\frac{cosx \ x}{log \ x}\)
\(\frac{1}{x} cos \ x\)
4.
Of all the points of the feasible region, for maximum or minimum of objective function, the point lies
inside the feasible region
at the boundary line of the feasible region
vertex point of the boundary of the feasible region
none of these
5.
If P(A) = \(\frac12\), P(B) = 0, then P(A|B) is ______.
0
\(\frac12\)
not defined
1
6.
If A and B are events such that P(A|B) = P(B|A), then _____.
A ⊂ B but A ≠ B
A = B
A ∩ B = Φ
P(A) = P(B)
7.
Two events A and B will be independent, if ______.
A and B are mutually exclusive
P(A'B') = [1 – P(A)] [1 – P(B)]
P(A) = P(B)
P(A) + P(B) = 1
8.
What is the point of discontinuity for signum function?
x = 1
x = -1
x = 0
function is continuous on R
9.
Problems which seek to maximise or, minimise profit or, cost form a general class of problems called ………
Simple problems
Difficult problems
Non-linear problems
Optimisation problems
10.
The linear inequalities or equations or restrictions on the variables of a linear programming problem are called …… The conditions x ≥ 0 , y ≥ 0 are called …….
Objective functions, optimal value
Constraints, non-negative restrictions
Objective functions, non-negative restrictions
Constraints, negative restrictions
11.
If \(f(x)=\left\{\begin{array}{ll} \lambda\left(x^{2}-2 x\right), & \text { if } x \leq 0 \\ 4 x+1, & \text { if } x>0 \end{array}\right.\) then which one of the following is correct.
f(x) is continuous at x = 0 for any value of λ
f(x) is discontinuous at x = 0 for any value of λ
f(x) is discontinuous at x = 1for any value of
None of the above
12.
If y + siny = cosx, then \(\frac{d y}{d x}\) is equal to
\(-\frac{\sin x}{1+\cos y}, y=(2 n+1) \pi\)
\(\frac{\sin x}{1+\cos y}, y \neq(2 n+1) \pi\)
\(\frac{\sin x}{1+\cos y}, y \neq(2 n+1) \pi\)
None of the above
13.
If y = log xx, then the value of \(\frac{d y}{d x}\) is
\(x^{x}(1+\log x)\)
log (ex)
\(\log \frac{e}{x}\)
\(\log \left(\frac{x}{e}\right)\)
14.
The derivative of \(\cos ^{-1}\left(2 x^{2}-1\right) \text { w.r.t. } \cos ^{-1} x\)
2
\(\frac{-1}{2 \sqrt{1-x^{2}}}\)
\(\frac{2}{x}\)
1- x2
15.
If \(y=(\cos x)^{(\cos x)^{(\cos x) \ldots \infty}}\),then \(\frac{d y}{d x}\) is equal to
\(\frac{y \tan x}{y \log \cos x-1}\)
\(\frac{y^{2} \tan x}{y \log \cos x-1}\)
\(\frac{y \tan x}{1+y \log \cos x}\)
None ofthese
16.
The feasible region for an LPP is shown in the following figure. Then, the minimum value of Z = 11x + 7y is
21
47
20
31
17.
The maximum value of z= 4x + 3y, if the feasible region for an LPP is as shown below, is
112
100
72
110
18.
Bag A contains 3 red and 5 black balls and bag B contains 2 red and 4 black balls. A ball is drawn from one of the bags. The probability that ball drawn is red is
\(\frac{17}{24}\)
\(\frac{17}{48}\)
\(\frac{3}{8}\)
\(\frac{1}{3}\)
19.
If P(A) = 0.3, P(B) = 0.5 and P(A/B) = 0.4, then P(B/A) is
\(-\frac{2}{3}\)
\(\frac{2}{3}\)
\(\frac{3}{5}\)
none of these
20.
The feasible region of a linear programming problem is shown in the figure below:

Which of the following are the possible constraints?
\(x+2 y \geq 4, x+y \leq 3, x \geq 0, y \geq 0\)
\(x+2 y \leq 4, x+y \leq 3, x \geq 0, y \geq 0\)
\(x+2 y \geq 4, x+y \geq 3, x \geq 0, y \geq 0\)
\(x+2 y \geq 4, x+y \geq 3, x \leq 0, y \leq 0\)
Case Study Questions
21.
Let f(x) be a real valued function, then its
Left Hand Derivative (L.H.D.) : \(\begin{equation} \mathrm{L} f^{\prime}(a)=\lim _{h \rightarrow 0} \frac{f(a-h)-f(a)}{-h} \end{equation}\)
Right Hand Derivative (R.H.D.) : \(\begin{equation} \mathrm{Rf}^{\prime}(a)=\lim _{h \rightarrow 0} \frac{f(a+h)-f(a)}{h} \end{equation}\)
Also, a function jfx) is said to be differentiable at x = a if its L.H.D. and R.H.D. at x = a exist and are equal
For the function \(\begin{equation} f(x)=\left\{\begin{array}{l} |x-3|, x \geq 1 \\ \frac{x^{2}}{4}-\frac{3 x}{2}+\frac{13}{4}, x<1 \end{array}\right. \end{equation}\) answer the following questions
(i) R.H.D. of f(x) at x = 1is
| (a) 1 | (b) -1 | (c) 0 | (d) 2 |
(ii) L.H.D. of f(x) at x = 1 is
| (a) 1 | (b) -1 | (c) 0 | (d) 2 |
(iii) f(x) is non-differentiable at
| (a) x = 1 | (b) x = 2 | (c) x = 3 | (d) x = 4 |
(iv) Find the value of f'(2).
| (a) 1 | (b) 2 | (c) 3 | (d) -1 |
(v) The value of f'( -1) is
| (a) 2 | (b) 1 | (c) -2 | (d) -1 |
22.
(a) A function f(x) is said to be continuous in an open interval (a, b), if it is continuous at every point in this interval.
(b) A function f(x) is said to be continuous in the closed interval [a, b], if f(x) is continuous in (a, b) and \(\begin{equation} \lim _{h \rightarrow 0} f(a+h)=f(a) \text { and } \lim _{h \rightarrow 0} f(b-h)=f(b) \end{equation}\)
If function \(\begin{equation} f(x)=\left\{\begin{array}{ll} \frac{\sin (a+1) x+\sin x}{x} & , x<0 \\ c & , x=0 \\ \frac{\sqrt{x+b x^{2}}-\sqrt{x}}{b x^{3 / 2}} & , x>0 \end{array}\right. \end{equation}\) is continuous at x = 0, then answer the following questions.
(i) The value of a is
| (a) -3/2 | (b) 0 | (c) 1/2 | (d) -1/2 |
(ii) The value of b is
| (a) 1 | (b) -1 | (c) 0 | (d) any real number |
(iii) The value of c is
| (a) 1 | (b) 1/2 | (c) -1 | (d) -1/2 |
(iv) The value of a + c is
| (a) 1 | (b) 0 | (c) -1 | (d) -2 |
(v) The value oi c - a is
| (a) 1 | (b) 0 | (c) -1 | (d) 2 |
23.
Corner points of the feasible region for an LPP are (0, 3), (5, 0), (6, 8), (0, 8). Let Z = 4x - 6y be the objective function.
Based on the above information, answer the following questions.
(i) The minimum value of Z occurs at
| (a) (6, 8) | (b) (5, 0) | (c) (0, 3) | (d) (0, 8) |
(ii) Maximum value of Z occurs at
| (a) (5, 0) | (b) (0, 8) | (c) (0, 3) | (d) (6, 8) |
(iii) Maximum of Z - Minimumof Z =
| (a) 58 | (b) 68 | (c) 78 | (d) 88 |
(iv) The corner points of the feasible region determined by the system of linear inequalities are

| (a) (0, 0), (-3, 0), (3, 2), (2, 3) | (b) (3, 0), (3, 2), (2, 3), (0, -3) | (c) (0, 0), (3, 0), (3, 2), (2, 3), (0, 3) | (d) None of these |
(v) The feasible solution of LPP belongs to
| (a) first and second quadrant | (b) first and third quadrant | (c) only second quadrant | (d) only first quadrant |
24.
Ajay enrolled himself in an online practice test portal provided by his school for better practice. Out of 5 questions in a set-I, he was able to solve 4 of them and got stuck in the one which is as shown below.

If A and B are independent events, P(A) = 0.6 and P(B) = 0.8, then answer the following questions.
(i) P (A \(\cap\) B) =
| (a) 0.2 | (b) 0.9 | (c) 0.48 | (d) 0.6 |
(ii) P (A \(\cup\) B) =
| (a) 0.92 | (b) 0.08 | (c) 0.48 | (d) 0.64 |
(iii) P (B | A) =
| (a) 0.14 | (b) 0.2 | (c) 0.6 | (d) 0.8 |
(iv) P (A | B) =
| (a) 0.6 | (b) 0.9 | (c) 0.19 | (d) 0.11 |
(v) P ( not A and not B ) =
| (a) 0.01 | (b) 0.48 | (c) 0.08 | (d) 0.91 |
Multiple Choice Question
1.
As differentiable functions is continuous also
2.
As f(x) = |x – a| is continuous at x = a but not differentiable thereat.
3.
As y = sin x, t
= log \(x\frac { dy }{ dx } =\frac { dy }{ dx } \div \frac { dt }{ dx } \)
\(=\frac { dy }{ dx } (sin \ x)\div \frac { dt }{ dx } (log \ x)\)
= cos x \(\div \) \(\frac1x\) = x cos x
4.
(c)
vertex point of the boundary of the feasible region
5.
(c)
not defined
6.
(d)
P(A) = P(B)
7.
(b)
P(A'B') = [1 – P(A)] [1 – P(B)]
8.
(c)
x = 0
9.
(d)
Optimisation problems
10.
(b)
Constraints, non-negative restrictions
11.
\( \lim _{x \rightarrow 0^{-}} f(x)=0 \text { and } \lim _{x \rightarrow 0^{+}} f(x)=1\)
12.
We differentiate the relationship directly with respect to x,we get
\(\frac{d y}{d x}+\frac{d}{d x}(\sin y)=\frac{d}{d x}(\cos x)\)
[by chain rule of derivative]
\(\frac{d y}{d x}+\cos y \cdot \frac{d y}{d x}=-\sin x\)
This gives \(\frac{d y}{d x}=-\frac{\sin x}{1+\cos y}\)
where \(y \neq(2 n+1) \pi\)
13.
Given y = x log x
\(\frac{d y}{d x}=\frac{x}{x}+\log x\)
\(\begin{array}{ll} \Rightarrow & \frac{d y}{d x}=\log e+\log x \\ \Rightarrow & \frac{d y}{d x}=\log (e x) \end{array}\)
14.
Let \(u=\cos ^{-1}\left(2 x^{2}-1\right) \text { and } v=\cos ^{-1} x\)
\( \therefore \frac{d u}{d x} =-\frac{1}{\sqrt{1-\left(2 x^{2}-1\right)^{2}}} \cdot 4 x=\frac{-4 x}{\sqrt{1-\left(4 x^{4}+1-4 x^{2}\right.}} \)
\(=\frac{-4 x}{\sqrt{-4 x^{4}+4 x^{2}}}=\frac{-4 x}{\sqrt{4 x^{2}\left(1-x^{2}\right)}}=\frac{-2}{\sqrt{1-x^{2}}} \)
and \(\frac{d v}{d x}=\frac{-1}{\sqrt{1-x^{2}}}\)
\(\therefore \frac{d u}{d v}=\frac{d u / d x}{d v / d x}=\frac{-2 / \sqrt{1-x^{2}}}{-1 / \sqrt{1-x^{2}}}=2\)
15.
Given that,\(y=(\cos x)^{(\cos x)^{(\cos x)} \cdots^{\infty}}\)
\(\Rightarrow \quad y=(\cos x)^{y}\)
Taking log on both sides, we get
log y = y log(cos x)
Now, differentiating w.r.t. x, we get
\(\frac{1}{y} \cdot \frac{d y}{d x}=y \cdot \frac{1}{\cos x}(-\sin x)+\log (\cos x) \cdot \frac{d y}{d x}\)
\(\Rightarrow \frac{d y}{d x}=y\left\{-y \tan x+\log \cos x \cdot \frac{d y}{d x}\right\} \)
\(\Rightarrow(1-y \log \cos x) \frac{d y}{d x}=-y^{2} \tan x \)
\(\Rightarrow \frac{d y}{d x}=\frac{y^{2} \tan x}{(y \log \cos x-1)} \)
16.
(a)
21
17.
(a)
112
18.
(b)
\(\frac{17}{48}\)
19.
(b)
\(\frac{2}{3}\)
20.
(c)
\(x+2 y \geq 4, x+y \geq 3, x \geq 0, y \geq 0\)
Case Study Questions
21.
we have,\(\begin{equation} f(x)=\left\{\begin{array}{ll} x-3 & , x \geq 3 \\ 3-x & , 1 \leq x<3 \\ \frac{x^{2}}{4}-\frac{3 x}{2}+\frac{13}{4} & , x<1 \end{array}\right. \end{equation}\)
(i) (b) : \(\begin{equation} \mathrm{R} f^{\prime}(1)=\lim _{h \rightarrow 0} \frac{f(1+h)-f(1)}{h} \end{equation}\)
\(\begin{equation} =\lim _{h \rightarrow 0} \frac{3-(1+h)-2}{h}=\lim _{h \rightarrow 0}-\frac{h}{h}=-1 \end{equation}\)
(ii) (b) : \(\begin{equation} \mathrm{L}_{\mathrm{s}}^{\prime}(1)=\lim _{h \rightarrow 0} \frac{f(1-h)-f(1)}{-h} \end{equation}\)
\(\begin{equation} =\lim _{h \rightarrow 0} \frac{-1}{h}\left[\frac{(1-h)^{2}}{4}-\frac{3(1-h)}{2}+\frac{13}{4}-2\right] \end{equation}\)
\(\begin{equation} =\lim _{h \rightarrow 0}\left(\frac{1+h^{2}-2 h-6+6 h+13-8}{-4 h}\right) \end{equation}\)
\(\begin{equation} =\lim _{h \rightarrow 0}\left(\frac{h^{2}+4 h}{-4 h}\right)=-1 \end{equation}\)
(iii) (c) : Since, R.H.D. at x = 3 is 1 and L.H.D. at x = 3 is-1
\(\therefore\) f(x) is non-differentiable at x = 3.
(iv) (d)
(v) (c) : From above, we have
\(\begin{equation} f^{\prime}(x)=\frac{x}{2}-\frac{3}{2}, x<1 \end{equation}\)
\(\begin{equation} \therefore f^{\prime}(-1)=\frac{-1}{2}-\frac{3}{2}=-2 \end{equation}\)
22.
L.H.L (at x = 0) = \(\begin{equation} \lim _{x \rightarrow 0} \frac{\sin (a+1) x+\sin x}{x}\left(\frac{0}{0} \text { form }\right) \end{equation}\)
Using L' Hospital rule, we get
L.H.L.(at x = 0)
\(\begin{equation} =\lim _{x \rightarrow 0}(a+1) \cos (a+1) x+\cos x=a+2 \end{equation}\)
R.H.L \(\begin{equation} \text { (at } x=0)=\lim _{x \rightarrow 0} \frac{\sqrt{x+b x^{2}}-\sqrt{x}}{b x^{3 / 2}}=\lim _{x \rightarrow 0} \frac{\sqrt{1+b x}-1}{b x} \end{equation}\)
\(\begin{equation} =\lim _{x \rightarrow 0} \frac{1}{\sqrt{1+b x}+1}=\frac{1}{2} \end{equation}\)
Since,f(x) is continuous at x = 0.
\(\therefore\) From (i) and (ii), we get
\(\begin{equation} a+2=c=\frac{1}{2} \Rightarrow a=-\frac{3}{2}, c=\frac{1}{2} \end{equation}\)
Also, value of b does not affect the continuity of f(x), so b can be any real number.
(i) (a)
(ii) (d)
(iii) (b)
(iv) (c) : \(\begin{equation} a+c=-\frac{3}{2}+\frac{1}{2}=-1 \end{equation}\)
(v) (d) : \(\begin{equation} c-a=\frac{1}{2}+\frac{3}{2}=2 \end{equation}\)
23.
Construct the following table of values of objective function
| Corner Points | Value of Z = 4x - 6y |
| (0,3) | 4 x 0 - 6 x 3 = -18 |
| (5,0) | 4 x 5 - 6 x 0 = 20 |
| (6,8) | 4 x 6 - 6 x 8 = -24 |
| (0,8) | 4 x 0 - 6 x 8 = -48 |
(i) (d): Minimum value of Z is -48 which occurs at (0,8).
(ii) (a): Maximumvalue of Z is 20, which occurs at (5,0).
(iii) (b): Maximum of Z - Minimum of Z
= 20 - (-48) = 20 + 48 = 68
(iv) (c): The corner points of the feasible region are O(0,0), A(3, 0), B(3, 2), C(2, 3), D(0, 3).
(v) (d)
24.
Here, P(A) = 0.6 and P(B) = 0.8
\(\text { (i) } \ (c): P(A \cap B)=P(A) \cdot P(B)=(0.6)(0.8)=0.48\)
\(\text { (ii) }(\text { a) }: P(A \cup B)=P(A)+P(B)-P(A \cap B)\)
= 0.6 + 0.8 - 0.48 = 0.92
(iii) (d): P(B I A) = P(B) (\(\because\)A and B are independent)
= 0.8
(iv) (a): p (A I B) = p(A) (\(\because\)A and B are independent)
= 0.6
(v) (c) : P(not A and not B) = \(P\left(A^{\prime} \cap B^{\prime}\right)=P(A \cup B)^{\prime}\)
\(=1-P(A \cup B)=1-0.92=0.08\)
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