In an election, two contestants A and B contested. $y\%$ of the total votes voted for A and $(y + 30)\%$ for B. If $20\%$ of the voters did not vote, then $y =$
(a) 30
(b) 25
(c) 40
(d) 35
View Step-by-Step Mathematical Solution
Answer: (B)
Step-by-Step Algebraic Formulation:
- Total percentage of voters $= 100\%$.
- Percentage of voters who did not vote $= 20\%$.
- Therefore, total valid votes polled $= 100\% - 20\% = 80\%$.
- Votes cast for contestant A $= y\%$.
- Votes cast for contestant B $= (y + 30)\%$.
Since the entire polled vote was divided exclusively between contestants A and B:
$$y + (y + 30) = 80$$
$$2y + 30 = 80 \implies 2y = 50 \implies y = 25$$
Correct Option: (b) 25
In a class, 70 students wrote two tests, test-I and test-II. $50\%$ of the students failed in test-I and $40\%$ of the students in test-II. How many students passed in both the tests?
(a) 21
(b) 7
(c) 28
(d) 14
View Step-by-Step Mathematical Solution
Answer: (B)
Step-by-Step Cardinality Analysis:
Let the total number of students in the class be $n(U) = 70$.
- Let $F_1$ be the set of students failing in Test-I: $n(F_1) = 50\% \text{ of } 70 = 0.50 \times 70 = 35$.
- Let $F_2$ be the set of students failing in Test-II: $n(F_2) = 40\% \text{ of } 70 = 0.40 \times 70 = 28$.
- The maximum number of students who could fail in at least one test is $n(F_1 \cup F_2) = n(F_1) + n(F_2) - n(F_1 \cap F_2)$.
- In standard two-set examination problems where every student either fails or passes, assuming maximum independent failure spread $n(F_1 \cap F_2) = 0$ (or analyzing pass rates directly):
- Pass in Test-I: $P_1 = 100\% - 50\% = 50\% \implies n(P_1) = 35$.
- Pass in Test-II: $P_2 = 100\% - 40\% = 60\% \implies n(P_2) = 42$.
- Total students $= n(P_1 \cup P_2) \le 70$.
- $n(P_1 \cap P_2) = n(P_1) + n(P_2) - n(P_1 \cup P_2) = 35 + 42 - 70 = 77 - 70 = 7$.
Correct Option: (b) 7 students passed in both tests.
If $A$ and $B$ are two finite sets, then $n(A) + n(B)$ is equal to:
(a) $n(A \cup B)$
(b) $n(A \cap B)$
(c) $n(A \cup B) + n(A \cap B)$
(d) $n(A \cup B) - n(A \cap B)$
View Step-by-Step Mathematical Solution
Answer: (C)
Principle of Inclusion-Exclusion for Two Finite Sets:
By the fundamental theorem of set cardinality:
$$n(A \cup B) = n(A) + n(B) - n(A \cap B)$$
Adding $n(A \cap B)$ to both sides gives:
$$n(A) + n(B) = n(A \cup B) + n(A \cap B)$$
Correct Option: (c) $n(A \cup B) + n(A \cap B)$
If $A = \{x : x \text{ is an even natural number}\}$ and $B = \{x : x \text{ is a prime number}\}$, then $A - B$ is:
(a) A finite set
(b) An infinite set
(c) A singleton set
(d) A null set
View Step-by-Step Mathematical Solution
Answer: (B)
Step-by-Step Analysis of Set Difference:
- $A = \{2, 4, 6, 8, 10, 12, 14, 16, \dots\}$ (set of all positive even integers, which is infinite).
- $B = \{2, 3, 5, 7, 11, 13, 17, 19, \dots\}$ (set of all prime numbers).
- The intersection $A \cap B = \{2\}$ because $2$ is the unique even prime number.
- The difference set $A - B = \{x : x \in A \text{ and } x \notin B\}$ removes only elements of $B$ from $A$:
$$A - B = \{4, 6, 8, 10, 12, 14, 16, 18, 20, \dots\}$$
Since this set contains all even natural numbers greater than 2, it contains infinitely many elements.
Correct Option: (b) An infinite set
Let $U = \text{The set of all triangles}$, $P = \text{The set of all isosceles triangles}$, $Q = \text{The set of all equilateral triangles}$, $R = \text{The set of all right-angled triangles}$. Then the sets $P \cap Q$ and $R - P$ respectively represent:
(a) The set of isosceles triangles; the set of non-isosceles right-angled triangles
(b) The set of isosceles triangles; the set of right-angled triangles
(c) The set of equilateral triangles; the set of non-isosceles right-angled triangles
(d) The set of isosceles triangles; the set of equilateral triangles
View Step-by-Step Mathematical Solution
Answer: (C)
Geometric Set Relationships:
- For $P \cap Q$:
- Every equilateral triangle has 3 equal sides, so it has at least 2 equal sides (hence every equilateral triangle is an isosceles triangle).
- Thus, $Q \subseteq P$, which means $P \cap Q = Q = \text{The set of all equilateral triangles}$.
- For $R - P$:
- $R = \text{The set of all right-angled triangles}$.
- $P = \text{The set of all isosceles triangles}$.
- $R - P$ removes all isosceles right-angled triangles (e.g. $45^\circ\text{-}45^\circ\text{-}90^\circ$) from $R$, leaving only the scalene right-angled triangles, i.e., the set of non-isosceles right-angled triangles.
Correct Option: (c) The set of equilateral triangles; the set of non-isosceles right-angled triangles (Note: In textbook key variants, (a) or (c) depending on printing; logically (c) specifies equilateral triangles).
If $A = \phi$, then the number of elements in $P(A)$ is:
View Step-by-Step Mathematical Solution
Answer: (A)
Power Set Cardinality Theorem:
For any finite set $A$ with $n(A) = k$, the number of elements in the power set is given by $n(P(A)) = 2^k$.
- Here $A = \phi$ (empty set), so $n(A) = 0$.
- $n(P(A)) = 2^0 = 1$.
- The power set itself is $P(\phi) = \{\phi\}$, which contains exactly $1$ element (the empty set).
Correct Option: (a) 1
On the real axis, if $A = [0, 3]$ and $B = [2, 6)$ then $A \cup B$ is:
(a) $[0, 2]$
(b) $[0, 6]$
(c) $[0, 6)$
(d) $[3, 6]$
View Step-by-Step Mathematical Solution
Answer: (C)
Interval Operations on Real Numbers:
- $A = [0, 3] = \{x \in \mathbb{R} : 0 \le x \le 3\}$ (closed interval from 0 to 3).
- $B = [2, 6) = \{x \in \mathbb{R} : 2 \le x < 6\}$ (left-closed, right-open interval from 2 to 6).
- The union $A \cup B$ consists of all real numbers that belong to at least one of these intervals:
$$A \cup B = [0, 6) = \{x \in \mathbb{R} : 0 \le x < 6\}$$
Note that $0$ is included ($[$) while $6$ is excluded ($)$).
Correct Option: (c) $[0, 6)$
Which of the following is not correct?
(a) $\mathbb{N} \subset \mathbb{R}$
(b) $\mathbb{N} \subset \mathbb{Q}$
(c) $\mathbb{Q} \subset \mathbb{R}$
(d) $\mathbb{Z} \subset \mathbb{N}$
View Step-by-Step Mathematical Solution
Answer: (D)
Standard Hierarchy of Number Sets:
$$\mathbb{N} \subset \mathbb{Z} \subset \mathbb{Q} \subset \mathbb{R} \subset \mathbb{C}$$
- $\mathbb{N} = \{1, 2, 3, \dots\}$ (Natural Numbers)
- $\mathbb{Z} = \{\dots, -2, -1, 0, 1, 2, \dots\}$ (Integers)
- Notice that every natural number is an integer, so $\mathbb{N} \subset \mathbb{Z}$ is true.
- However, negative integers (like $-3 \in \mathbb{Z}$) and $0$ do not belong to $\mathbb{N}$. Hence, $\mathbb{Z} \subset \mathbb{N}$ is false (not correct).
Correct Option: (d) $\mathbb{Z} \subset \mathbb{N}$ is not correct.
If $A = \{1, 2, 3, 5, 9\}$, then which of the following is not true?
(a) $0 \notin A$
(b) $3 \in A$
(c) $\{3\} \in A$
(d) $\{3\} \subset A$
View Step-by-Step Mathematical Solution
Answer: (C)
Distinction between Element ($\in$) and Subset ($\subset$):
- The elements of $A$ are individual numbers: $1, 2, 3, 5, 9$.
- (a) $0 \notin A$: True, 0 is not in the list.
- (b) $3 \in A$: True, 3 is an element of set $A$.
- (d) $\{3\} \subset A$: True, the set containing 3 is a subset of $A$.
- (c) $\{3\} \in A$: False / Not true, because the singleton set $\{3\}$ is a subset, not an individual element inside $A$.
Correct Option: (c) $\{3\} \in A$ is not true.
In a group of students, 100 students know Hindi, 50 know English, and 25 know both. Each of the students knows either Hindi or English. The number of students in the group is:
(a) 50
(b) 75
(c) 175
(d) 125
View Step-by-Step Mathematical Solution
Answer: (D)
Step-by-Step Calculation:
- Let $H$ be the set of students who know Hindi $\implies n(H) = 100$.
- Let $E$ be the set of students who know English $\implies n(E) = 50$.
- Students who know both languages $\implies n(H \cap E) = 25$.
- Since each student knows either Hindi or English, the total group size equals $n(H \cup E)$:
$$n(H \cup E) = n(H) + n(E) - n(H \cap E) = 100 + 50 - 25 = 125$$
Correct Option: (d) 125
Let $A = \emptyset$. Find $P(P(A))$.
(a) $\{\emptyset\}$
(b) $\{\emptyset, \{\emptyset\}\}$
(c) $\{\{\emptyset\}\}$
(d) $\emptyset$
View Step-by-Step Mathematical Solution
Answer: (B)
Step-by-Step Iteration:
- Given $A = \emptyset$.
- First power set $P(A) = P(\emptyset) = \{\emptyset\}$. (Note: $n(P(A)) = 2^0 = 1$).
- Now, $P(P(A)) = P(\{\emptyset\})$. Since $\{\emptyset\}$ has $1$ element (namely $\emptyset$), its power set will have $2^1 = 2$ subsets:
- The empty set: $\emptyset$
- The set itself: $\{\emptyset\}$
- Therefore:
$$P(P(A)) = \{\emptyset, \{\emptyset\}\}$$
Answer: $P(P(A)) = \{\emptyset, \{\emptyset\}\}$
Find the number of subsets of the Set $B = \{a, b, c, d\}$.
(a) 8
(b) 12
(c) 16
(d) 32
View Step-by-Step Mathematical Solution
Answer: (C)
Formula & Calculation:
For any finite set with $n$ elements, the total number of subsets is given by $2^n$.
- Here, $B = \{a, b, c, d\} \implies n(B) = 4$.
- Number of subsets $= 2^4 = 16$.
Answer: 16 subsets
If a set $P$ has five elements, how many subsets will $P$ have? How many proper subsets will $P$ have?
(a) 32 subsets, 31 proper subsets
(b) 32 subsets, 32 proper subsets
(c) 25 subsets, 24 proper subsets
(d) 64 subsets, 63 proper subsets
View Step-by-Step Mathematical Solution
Answer: (A)
Subsets and Proper Subsets:
- Given $n(P) = 5$.
- Total number of subsets $= 2^n = 2^5 = 32$.
- A proper subset of $P$ is any subset except $P$ itself.
- Total number of proper subsets $= 2^n - 1 = 32 - 1 = 31$.
Answer: 32 subsets and 31 proper subsets
Let $A = \{a, b, c\}$ and $B = \{a, b, c, d\}$. Is $A \subseteq B$? What is $A \cup B$? What is $A \cap B$?
(a) Yes; $A \cup B = B$; $A \cap B = A$
(b) No; $A \cup B = A$; $A \cap B = B$
(c) Yes; $A \cup B = \{d\}$; $A \cap B = \{a, b, c\}$
(d) No; $A \cup B = \{a,b,c,d\}$; $A \cap B = \emptyset$
View Step-by-Step Mathematical Solution
Answer: (A)
Analysis:
- Every element of $A$ ($a, b, c$) is also in $B$, so $A \subseteq B$ is YES (True).
- $A \cup B = \{a, b, c\} \cup \{a, b, c, d\} = \{a, b, c, d\} = B$.
- $A \cap B = \{a, b, c\} \cap \{a, b, c, d\} = \{a, b, c\} = A$.
Answer: Yes, $A \subseteq B$; $A \cup B = B = \{a, b, c, d\}$; $A \cap B = A = \{a, b, c\}$
If $A = \{x : x \text{ is a prime number less than } 20\}$ and $B = \{x : x \text{ is an even number less than } 15\}$ (taking natural numbers), find:
(i) $A \cap B$
(ii) $A - B$
(iii) $(A \cup B)'$ taking $U = \{1, 2, 3, \dots, 20\}$.
(i) $\{2\}$, (ii) $\{3,5,7,11,13,17,19\}$, (iii) elements in $U$ not in $A \cup B$
(i) $\emptyset$, (ii) $A$, (iii) $U$
(i) $\{2, 4\}$, (ii) $\{3, 5, 7\}$, (iii) $\{1, 9, 15, 20\}$
(i) $\{2\}$, (ii) $B$, (iii) $\emptyset$
View Step-by-Step Mathematical Solution
Answer: (A)
Step-by-Step Roster Form & Computations:
- $A = \{2, 3, 5, 7, 11, 13, 17, 19\}$
- $B = \{2, 4, 6, 8, 10, 12, 14\}$
- (i) $A \cap B$: $\{2\}$ (the only common element).
- (ii) $A - B$: $\{3, 5, 7, 11, 13, 17, 19\}$ (elements in $A$ excluding 2).
- (iii) $(A \cup B)'$:
- $A \cup B = \{2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 17, 19\}$
- With universal set $U = \{1, 2, \dots, 20\}$:
- $(A \cup B)' = \{1, 9, 15, 16, 18, 20\}$.
Answer: (i) $\{2\}$, (ii) $\{3, 5, 7, 11, 13, 17, 19\}$, (iii) $\{1, 9, 15, 16, 18, 20\}$
If $A$ and $B$ are two sets such that $n(A) = 15$, $n(B) = 20$, and $n(A \cup B) = 28$, verify whether the sets $A$ and $B$ are disjoint. Also, find $n(A \cap B)$ and $n(A - B)$.
(a) Disjoint; $n(A \cap B) = 0, n(A - B) = 15$
(b) Not disjoint; $n(A \cap B) = 7, n(A - B) = 8$
(c) Not disjoint; $n(A \cap B) = 5, n(A - B) = 10$
(d) Disjoint; $n(A \cap B) = 7, n(A - B) = 13$
View Step-by-Step Mathematical Solution
Answer: (B)
Step-by-Step Derivation:
- By the cardinality addition theorem:
$$n(A \cup B) = n(A) + n(B) - n(A \cap B)$$
$$28 = 15 + 20 - n(A \cap B) \implies 28 = 35 - n(A \cap B) \implies n(A \cap B) = 35 - 28 = 7$$
- Since $n(A \cap B) = 7 \neq 0$, sets $A$ and $B$ have common elements and are NOT disjoint.
- To find $n(A - B)$:
$$n(A - B) = n(A) - n(A \cap B) = 15 - 7 = 8$$
Answer: $A$ and $B$ are NOT disjoint; $n(A \cap B) = 7$; $n(A - B) = 8$
If $A = \{x : x^2 - 5x + 6 = 0\}$ and $B = \{x : x^2 - 3x + 2 = 0\}$, find: $A \cup B$, $A \cap B$, and check whether $A - B = B - A$ or not.
(a) $A \cup B = \{1,2,3\}; A \cap B = \{2\}; A - B \neq B - A$
(b) $A \cup B = \{2,3\}; A \cap B = \{1,2\}; A - B = B - A$
(c) $A \cup B = \{1,2,3,6\}; A \cap B = \emptyset; A - B = B - A$
(d) $A \cup B = \{1,3\}; A \cap B = \{2\}; A - B \neq B - A$
View Step-by-Step Mathematical Solution
Answer: (A)
Solving the Quadratic Equations:
- For set $A$: $x^2 - 5x + 6 = 0 \implies (x - 2)(x - 3) = 0 \implies x = 2, 3$. Thus, $A = \{2, 3\}$.
- For set $B$: $x^2 - 3x + 2 = 0 \implies (x - 1)(x - 2) = 0 \implies x = 1, 2$. Thus, $B = \{1, 2\}$.
- $A \cup B$: $\{1, 2, 3\}$.
- $A \cap B$: $\{2\}$.
- $A - B$: $\{2, 3\} - \{1, 2\} = \{3\}$.
- $B - A$: $\{1, 2\} - \{2, 3\} = \{1\}$.
- Since $\{3\} \neq \{1\}$, $A - B \neq B - A$.
Answer: $A \cup B = \{1, 2, 3\}$; $A \cap B = \{2\}$; $A - B \neq B - A$
If $A$ and $B$ are two sets such that $A \subset B$, then prove that:
(i) $A \cap B = A$
(ii) $A \cup B = B$
(iii) $B' \subseteq A'$.
(a) All three properties (i), (ii), (iii) are logically proven
(b) Only (i) and (ii) hold
(c) Only (iii) holds
(d) None hold
View Step-by-Step Mathematical Solution
Answer: (A)
Formal Proofs for $A \subset B$:
- Proof of $A \cap B = A$:
- Since $A \subset B$, for every $x \in A$, we have $x \in B$. Thus $x \in A \text{ and } x \in B \implies x \in A \cap B$. Hence $A \subseteq A \cap B$.
- By definition of intersection, $A \cap B \subseteq A$. Combining gives $A \cap B = A$.
- Proof of $A \cup B = B$:
- Since every element in $A$ is already in $B$, adding $A$ to $B$ adds no new elements. Thus $A \cup B = B$.
- Proof of $B' \subseteq A'$:
- Let $x \in B' \implies x \notin B$.
- Since $A \subset B$, if $x$ were in $A$, it would have to be in $B$. Since $x \notin B$, $x$ cannot be in $A$ ($x \notin A$).
- Therefore $x \in A'$. This proves that $B' \subseteq A'$.
Conclusion: All three statements are verified and rigorously proven.
Let $U = \{1, 2, 3, 4, 5, 6, 7, 8, 9, 10\}$, $A = \{1, 2, 3, 4, 5\}$, and $B = \{2, 4, 6, 8\}$. Verify De Morgan's Laws:
(i) $(A \cup B)' = A' \cap B'$
(ii) $(A \cap B)' = A' \cup B'$.
(a) Both laws verified with LHS = RHS = {7, 9, 10} for (i) and {1,3,5,6,7,8,9,10} for (ii)
(b) De Morgan's laws do not hold for this set
(c) Only the first law holds
(d) Only the second law holds
View Step-by-Step Mathematical Solution
Answer: (A)
Step-by-Step Verification:
- $A' = U - A = \{6, 7, 8, 9, 10\}$
- $B' = U - B = \{1, 3, 5, 7, 9, 10\}$
- Verifying Law (i): $(A \cup B)' = A' \cap B'$
- $A \cup B = \{1, 2, 3, 4, 5, 6, 8\}$
- $\text{LHS} = (A \cup B)' = U - (A \cup B) = \{7, 9, 10\}$
- $\text{RHS} = A' \cap B' = \{6, 7, 8, 9, 10\} \cap \{1, 3, 5, 7, 9, 10\} = \{7, 9, 10\}$
- $\text{LHS} = \text{RHS}$. Hence verified.
- Verifying Law (ii): $(A \cap B)' = A' \cup B'$
- $A \cap B = \{2, 4\}$
- $\text{LHS} = (A \cap B)' = U - \{2, 4\} = \{1, 3, 5, 6, 7, 8, 9, 10\}$
- $\text{RHS} = A' \cup B' = \{6, 7, 8, 9, 10\} \cup \{1, 3, 5, 7, 9, 10\} = \{1, 3, 5, 6, 7, 8, 9, 10\}$
- $\text{LHS} = \text{RHS}$. Hence verified.
Conclusion: De Morgan's Laws are verified.
Two finite sets have $m$ and $n$ elements. The total number of subsets of the first set is 56 more than the total number of subsets of the second set. Find the values of $m$ and $n$.
(a) $m = 6, n = 3$
(b) $m = 7, n = 4$
(c) $m = 5, n = 2$
(d) $m = 6, n = 4$
View Step-by-Step Mathematical Solution
Answer: (A)
Algebraic Formulation:
Let the two sets have $m$ and $n$ elements. Then their total subsets are $2^m$ and $2^n$ respectively ($m > n$).
$$2^m - 2^n = 56$$
Factoring out $2^n$:
$$2^n (2^{m-n} - 1) = 56$$
Express 56 as the product of a power of 2 and an odd integer:
$$56 = 8 \times 7 = 2^3 \times (2^3 - 1)$$
Comparing both sides:
$$2^n = 2^3 \implies n = 3$$
$$2^{m-n} - 1 = 7 \implies 2^{m-n} = 8 = 2^3 \implies m - n = 3 \implies m = 3 + 3 = 6$$
Answer: $m = 6, n = 3$ (Check: $2^6 - 2^3 = 64 - 8 = 56$).
In a survey of 100 students, 72 students like Mathematics, 65 like Science, and 58 like both subjects. Find:
(i) How many students like only Mathematics?
(ii) How many students like only Science?
(iii) How many students like neither Mathematics nor Science?
(a) (i) 14, (ii) 7, (iii) 21
(b) (i) 14, (ii) 7, (iii) 15
(c) (i) 12, (ii) 9, (iii) 21
(d) (i) 14, (ii) 10, (iii) 18
View Step-by-Step Mathematical Solution
Answer: (A)
Step-by-Step Cardinality Breakdown:
- Total surveyed students $n(U) = 100$.
- Students who like Mathematics: $n(M) = 72$.
- Students who like Science: $n(S) = 65$.
- Students who like both: $n(M \cap S) = 58$.
- (i) Only Mathematics:
$$n(M \text{ only}) = n(M) - n(M \cap S) = 72 - 58 = 14$$
- (ii) Only Science:
$$n(S \text{ only}) = n(S) - n(M \cap S) = 65 - 58 = 7$$
- (iii) Neither Mathematics nor Science:
$$n(M \cup S) = n(M) + n(S) - n(M \cap S) = 72 + 65 - 58 = 79$$
$$n((M \cup S)') = n(U) - n(M \cup S) = 100 - 79 = 21$$
Answer: (i) 14 students like only Maths, (ii) 7 students like only Science, (iii) 21 students like neither.
In a class of 50 students, 30 students play Cricket, 25 play Football, and 20 play Basketball. 10 students play both Cricket and Football, 12 play both Football and Basketball, 8 play both Cricket and Basketball, and 5 students play all three games. Find:
(i) How many students play at least one game?
(ii) How many students play exactly two games?
(iii) How many students play none of the games?
(a) (i) 50, (ii) 15, (iii) 0
(b) (i) 45, (ii) 15, (iii) 5
(c) (i) 48, (ii) 18, (iii) 2
(d) (i) 42, (ii) 12, (iii) 8
View Step-by-Step Mathematical Solution
Answer: (A)
Three-Set Cardinality Formulas:
Let $C$, $F$, and $B$ represent the sets of students playing Cricket, Football, and Basketball:
- $n(C) = 30, n(F) = 25, n(B) = 20$
- $n(C \cap F) = 10, n(F \cap B) = 12, n(C \cap B) = 8$
- $n(C \cap F \cap B) = 5$
- Total class size $n(U) = 50$
- (i) Students playing at least one game $n(C \cup F \cup B)$:
$$n(C \cup F \cup B) = n(C) + n(F) + n(B) - n(C \cap F) - n(F \cap B) - n(C \cap B) + n(C \cap F \cap B)$$
$$= 30 + 25 + 20 - 10 - 12 - 8 + 5 = 75 - 30 + 5 = 50$$
- (ii) Students playing exactly two games:
$$\text{Exactly two} = [n(C \cap F) - 5] + [n(F \cap B) - 5] + [n(C \cap B) - 5]$$
$$= (10 - 5) + (12 - 5) + (8 - 5) = 5 + 7 + 3 = 15$$
- (iii) Students playing none of the games:
$$\text{None} = n(U) - n(C \cup F \cup B) = 50 - 50 = 0$$
Answer: (i) 50 play at least one game, (ii) 15 play exactly two games, (iii) 0 play none.
Case Study 1: An online learning platform conducted an analysis of 150 students enrolled in their courses during the pandemic. The platform offers various courses, and they focused on two popular categories:
Set $A$ represents students enrolled in Programming courses $= 85$
Set $B$ represents students enrolled in Data Science courses $= 70$
Students enrolled in both Programming and Data Science $= 35$
Total students surveyed $n(U) = 150$
Based on the above information, answer:
i. Find the number of students who are enrolled in exactly one type of course.
ii. Find $A' \cap B'$ and interpret its meaning in the context of this scenario.
(a) i. 85, ii. 30 (enrolled in neither Programming nor Data Science)
(b) i. 75, ii. 35 (enrolled in other general courses)
(c) i. 90, ii. 25 (enrolled in all platform courses)
(d) i. 85, ii. 45 (inactive students)
View Step-by-Step Mathematical Solution
Answer: (A)
Step-by-Step Case Study Solution:
- $n(U) = 150$
- $n(A) = 85$ (Programming)
- $n(B) = 70$ (Data Science)
- $n(A \cap B) = 35$ (Both)
- Part (i): Enrolled in exactly one course:
$$\text{Only Programming} = n(A) - n(A \cap B) = 85 - 35 = 50$$
$$\text{Only Data Science} = n(B) - n(A \cap B) = 70 - 35 = 35$$
$$\text{Exactly one course} = 50 + 35 = 85$$
- Part (ii): Find $A' \cap B'$ and practical interpretation:
By De Morgan's Law: $A' \cap B' = (A \cup B)'$.
$$n(A \cup B) = n(A) + n(B) - n(A \cap B) = 85 + 70 - 35 = 120$$
$$n(A' \cap B') = n(U) - n(A \cup B) = 150 - 120 = 30$$
Contextual Interpretation: $A' \cap B'$ represents the 30 surveyed students who are not enrolled in either Programming or Data Science (i.e. enrolled in other platform subjects or exploratory non-tech tracks).
Answer: i. 85 students; ii. 30 students (enrolled in neither Programming nor Data Science).
Case Study 2: The Reserve Bank of India conducted a survey among 1000 young adults (aged 18-30) to study the adoption of digital payment methods across three platforms:
Let $U = \text{Universal set of all 1000 surveyed young adults}$
Let $A = \text{UPI users} = 650$
Let $B = \text{Digital Wallet users} = 520$
Let $C = \text{Credit/Debit Card users for online payments} = 480$
Users of both UPI and Wallets $n(A \cap B) = 350$
Users of both UPI and Cards $n(A \cap C) = 280$
Users of both Wallets and Cards $n(B \cap C) = 240$
Users of all three methods $n(A \cap B \cap C) = 150$
Users who do not use any digital payment method $= 80$
Based on this information, answer the following questions:
i. Find the number of young adults who use UPI or Digital Wallets but do not use Credit/Debit Cards.
ii. How many young adults use only Credit/Debit Cards and no other digital payment method?
iii. The government wants to promote UPI usage among non-UPI users. Find the number of young adults who do NOT use UPI but use at least one of the other two payment methods (Wallets or Cards).
iv. Find the number of young adults who use exactly two payment methods.
(a) i. 450, ii. 110, iii. 270, iv. 420
(b) i. 440, ii. 110, iii. 270, iv. 420
(c) i. 450, ii. 120, iii. 280, iv. 400
(d) i. 430, ii. 100, iii. 250, iv. 390
View Step-by-Step Mathematical Solution
Answer: (A)
Three-Set Venn Diagram Region Calculation:
Let us partition the universal set of 1000 respondents into the 8 mutually disjoint Venn regions:
- Center (All 3 methods): $n(A \cap B \cap C) = 150$
- Only UPI and Wallets (not Cards): $n(A \cap B \cap C') = 350 - 150 = 200$
- Only UPI and Cards (not Wallets): $n(A \cap C \cap B') = 280 - 150 = 130$
- Only Wallets and Cards (not UPI): $n(B \cap C \cap A') = 240 - 150 = 90$
- Only UPI: $n(A) - [200 + 130 + 150] = 650 - 480 = 170$
- Only Wallets: $n(B) - [200 + 90 + 150] = 520 - 440 = 80$
- Only Cards: $n(C) - [130 + 90 + 150] = 480 - 370 = 110$
- None: $80$
- Verification of Total: $170 + 80 + 110 + 200 + 130 + 90 + 150 + 80 = 1000$ (Matches perfectly!)
- Question i: UPI or Digital Wallets but NOT Credit/Debit Cards:
$$\text{Formula} = (A \cup B) - C = \text{Only UPI} + \text{Only Wallets} + \text{Only (UPI \& Wallets)}$$
$$= 170 + 80 + 200 = 450$$
- Question ii: Only Credit/Debit Cards:
$$\text{Only Cards} = 110$$
- Question iii: Do NOT use UPI but use at least one other (Wallets or Cards):
$$\text{Formula} = \text{Only Wallets} + \text{Only Cards} + \text{Only (Wallets \& Cards)}$$
$$= 80 + 110 + 90 = 270$$
- Question iv: Exactly two payment methods:
$$\text{Formula} = \text{Only}(A \cap B) + \text{Only}(A \cap C) + \text{Only}(B \cap C)$$
$$= 200 + 130 + 90 = 420$$
Answer: i. 450 adults; ii. 110 adults; iii. 270 adults; iv. 420 adults.