CUET UG Applied Mathematics Booster Test 2 - Graphical Method, Feasible Region, and Optimal Solution
๐ Answers are locked once submitted โ results and explanations appear at the end.
QUESTION 1 OF 20
QUESTION 2 OF 20
QUESTION 3 OF 20
A feasible region is bounded by:
y โฅ 0,
x โ y โฅ 0,
x โค 4
This region is enclosed by:
y = 0
y = x
x = 4
Find the area of the region.
QUESTION 4 OF 20
Along the Y-axis from y = 0 to y = 3, the objective function is:
Z = 4y
Evaluate: \(\int_{0}^{3}\,4yโdy\)
QUESTION 5 OF 20
Arrange the following equations in increasing order of their Y-intercepts:
1. 5x + y = 3
2. x โ 2y = โ10
3. 2x + 4y = 8
4. 3x โ y = โ6
QUESTION 6 OF 20
Given:
2x + y โค 6
Which vector represents a point lying outside the feasible region?
QUESTION 7 OF 20
Which statement is incorrect about feasible regions in LPP?
QUESTION 8 OF 20
A square region is defined by:
0 โค x โค 2,
0 โค y โค 2
A point is chosen randomly from this square. Find the probability that:
x + y โค 2
QUESTION 9 OF 20
Minimize:
Z = โx + 2y
Subject to:
โx + 3y โค 10
x + y โค 6
x โ y โค 2
x, y โฅ 0
Which point gives the minimum value?
QUESTION 10 OF 20
Assertion (A):
The optimal solution of an LPP always occurs at a corner point of the feasible region.
Reason (R):
If the feasible region is unbounded, a minimum value always exists at a corner point.
QUESTION 11 OF 20
Evaluate:
Z = 5x + 3y
at the points:
(0, 0), (0, 3), (20/19, 45/19), (2, 0)
Find the maximum value of Z.
QUESTION 12 OF 20
Match each corner point in List I with the corresponding value of the objective function
Z = x โ 7y + 190
| List I | List II |
|---|---|
| 1. (0, 0) | a. 195 |
| 2. (5, 0) | b. 190 |
| 3. (0, 5) | c. 155 |
| 4. (5, 3) | d. 174 |
QUESTION 13 OF 20
An operational manufacturer evaluates three parallel iso-profit lines passing through a feasible region, corresponding to profit values of โน1000, โน1500, and โน2000.
If the line farthest from the origin corresponds to โน2000, determine the arithmetic mean of these three profit values.
QUESTION 14 OF 20
For the iso-profit line
ax + by = k,
identify which quantities remain constant during parallel shifts of the line.
1. The slope of the line
2. The value of k
3. The coefficients a and b
QUESTION 15 OF 20
Arrange the following iso-cost lines
Z = 2x + 5y
in increasing order of their perpendicular distance from the origin.
1. Z = 50
2. Z = 100
3. Z = 10
4. Z = 75
QUESTION 16 OF 20
Assertion (A):
In minimization problems using iso-cost lines, the optimal solution occurs at the point where the line closest to the origin still intersects the feasible region.
Reason (R):
Shifting the iso-cost line toward the origin decreases the value of the objective function Z.
QUESTION 17 OF 20
Consider the constraints:
x + y โค 2,
x + y โฅ 5,
x โฅ 0,
y โฅ 0
Identify the nature of the solution.
QUESTION 18 OF 20
Evaluate the improper integral: \(\int_{2}^{\infty }\,\frac{1}{x^{2}}โdx\)
QUESTION 19 OF 20
Given the point
C(20/19, 45/19),
let the position vector be rโ.
Compute: \(\vec{r}โ
\hat{i}\)
QUESTION 20 OF 20
Case Study:
Maximize the objective function:
Z = 15x + 10y
Subject to the constraints:
4x + 6y โค 360,
3x โค 180,
5y โค 200,
x, y โฅ 0
The optimal solution occurs at:
(x, y) = (60, 20)
Determine the maximum value of Z.
Test Complete!
Answer Review
1
Factory P has a production capacity of 8 units. x units go to depot A and y units go to depot B. The remaining units are transported to depot C.
Factory P can produce a maximum of 8 units. Out of these: x units are sent to depot A. y units are sent to depot B. Therefore, the remaining units sent to depot C are: 8 โ x โ y or 8 โ (x + y) This expression ensures that the total supply from factory P remains equal to its production capacity. Hence, Option B is the correct answer.
- Option A) x + y โ 4
- Incorrect because it does not represent the remaining production from factory P.
- Option C) x โ 7y + 190
- Incorrect because it is an objective function expression, not a transportation quantity.
- Option D) 5 โ x
- Incorrect because depot C depends on both x and y.
used
- Contextual/Tonal Matching
Application:
- Subtract the quantities already transported from the total production capacity.
Final Logic:
- Remaining units = 8 โ (x + y); therefore, Option B is correct.
"Remaining = Total โ Used."
2
Depot C receives 8 โ x โ y units. Since depot C requires 4 units, the transportation model leads to x + y โฅ 4. This is the required constraint.
From the passage: Units transported from P to depot C: 8 โ x โ y Depot C requires a total of 4 units. The remaining requirement is supplied by factory Q. For Q's shipment to remain non-negative, 4 โ (8 โ x โ y) โฅ 0 Simplifying, 4 โ 8 + x + y โฅ 0 x + y โฅ 4 Thus, the required inequality is: x + y โฅ 4 Hence, Option B is the correct answer.
- Option A) 8 โ x โ y โฅ 0
- Incorrect because it only ensures that factory P does not exceed its capacity. It is not the condition derived for depot C's non-negative allocation from factory Q.
- Option C) x โค 5
- Incorrect because it represents the demand of depot A.
- Option D) y โค 5
- Incorrect because it represents the demand of depot B.
used
- Substitution
Application:
- Express the remaining demand of depot C and apply the non-negativity condition.
Final Logic:
- The required inequality simplifies to x + y โฅ 4; therefore, Option B is correct.
"Remaining demand โฅ 0."
3 A feasible region is bounded by:
y โฅ 0,
x โ y โฅ 0,
x โค 4
This region is enclosed by:
y = 0
y = x
x = 4
Find the area of the region.
Determine the vertices of the triangular region. Calculate its base and height. Apply the triangle area formula.
The boundary lines are: y = 0 y = x x = 4 The vertices are: (0, 0) (4, 0) (4, 4) This forms a right-angled triangle. Base = 4 units Height = 4 units Area = (1/2) ร Base ร Height = (1/2) ร 4 ร 4 = 8 square units Hence, Option D is the correct answer.
- Option A) 16
- Incorrect because it represents the enclosing square.
- Option B) 4
- Incorrect because the triangle's area is larger.
- Option C) 12
- Incorrect because it is not obtained using the triangle area formula.
used
- Substitution
Application:
- Identify the corner points from the boundary lines and calculate the triangular area.
Final Logic:
- The triangle has base and height of 4 units, giving an area of 8 square units.
"Triangle = ยฝ ร Base ร Height."
4 Along the Y-axis from y = 0 to y = 3, the objective function is:
Z = 4y
Evaluate: \(\int_{0}^{3}\,4yโdy\)
Integrate 4y. Apply the limits 0 and 3. The value of the integral is 18.
The given integral is: โซโยณ 4y dy Integrating, โซ 4y dy = 2yยฒ Apply the limits: At y = 3 = 2(3ยฒ) = 18 At y = 0 = 0 Therefore, 18 โ 0 = 18 Hence, Option A is the correct answer.
- Option B) 12
- Incorrect because the integration is incomplete.
- Option C) 9
- Incorrect because only yยฒ is considered without multiplying by 2.
- Option D) 36
- Incorrect because the integral evaluates to 18.
used
- Substitution
Application:
- Integrate the function and substitute the upper and lower limits.
Final Logic:
- The definite integral equals 18; therefore, Option A is correct.
"Integrate first, substitute later."
5 Arrange the following equations in increasing order of their Y-intercepts:
1. 5x + y = 3
2. x โ 2y = โ10
3. 2x + 4y = 8
4. 3x โ y = โ6
Find each y-intercept by setting x = 0. Arrange the intercepts in ascending order. Compare with the options.
Set x = 0 in each equation. 1. 5x + y = 3 y = 3 2. x โ 2y = โ10 โ2y = โ10 y = 5 3. 2x + 4y = 8 4y = 8 y = 2 4. 3x โ y = โ6 โy = โ6 y = 6 The y-intercepts are: Line 3 โ 2 Line 1 โ 3 Line 2 โ 5 Line 4 โ 6 Increasing order: 3, 1, 2, 4 Therefore, the mathematically correct answer is Option C. Note: The provided answer key is incorrect.
- Option A) Incorrect because the intercepts are not arranged in ascending order.
- Option B) Incorrect because Line 4 should come after Line 2.
- Option D) Incorrect because Line 1 does not have the smallest y-intercept.
used
- Substitution
Application:
- Set x = 0 in each equation to obtain the y-intercepts and arrange them in increasing order.
Final Logic:
- The correct order is 3, 1, 2, 4; therefore, Option C is correct, and the provided answer key is incorrect.
"Y-intercept โ Put x = 0."
6 Given:
2x + y โค 6
Which vector represents a point lying outside the feasible region?
Convert each vector into its corresponding point. Substitute each point into the inequality. Identify the point that does not satisfy the constraint.
The constraint is: 2x + y โค 6 Evaluate each option. Option A: iฬ + jฬ = (1, 1) 2(1) + 1 = 3 โค 6 โ Option B: 2iฬ + 2jฬ = (2, 2) 2(2) + 2 = 6 โค 6 โ Option C: 3iฬ = (3, 0) 2(3) + 0 = 6 โค 6 โ Option D: 2iฬ + 3jฬ = (2, 3) 2(2) + 3 = 7 > 6 โ Hence, this point lies outside the feasible region. Therefore, Option D is the correct answer.
- Option A) Correctly satisfies the inequality.
- Option B) Lies exactly on the boundary line.
- Option C) Also lies on the boundary line.
used
- Substitution
Application:
- Replace x and y with the coordinates represented by each vector and check the inequality.
Final Logic:
- Only (2, 3) violates the constraint; therefore, Option D is correct.
"Substitute and check โค."
7 Which statement is incorrect about feasible regions in LPP?
In standard LPP, non-negativity constraints apply. Therefore, the feasible region is generally confined to the first quadrant. Hence, Option A is incorrect.
In most Linear Programming Problems, x โฅ 0 y โฅ 0 These non-negativity constraints restrict the feasible region to the first quadrant. Therefore, the statement that the shaded region can lie in any quadrant without restriction is incorrect. The remaining statements are standard properties of feasible regions. Hence, Option A is the correct answer.
- Option B) Correct because every bounded feasible region is a convex polygon.
- Option C) Correct because every point inside the feasible region satisfies all constraints.
- Option D) Correct because an unbounded region extends infinitely in at least one direction.
used
- Extreme Word Filter
Application:
- The phrase "without restriction" is an absolute statement and contradicts the non-negativity conditions of standard LPP.
Final Logic:
- Since the feasible region is generally restricted to the first quadrant, Option A is incorrect.
"Standard LPP โ First quadrant."
8 A square region is defined by:
0 โค x โค 2,
0 โค y โค 2
A point is chosen randomly from this square. Find the probability that:
x + y โค 2
Compute the area of the square. Determine the area satisfying x + y โค 2. Probability equals favourable area divided by total area.
The square has: Side = 2 units Area of square = 2 ร 2 = 4 square units The line: x + y = 2 divides the square into two congruent right triangles. Area of the favourable triangle = (1/2) ร 2 ร 2 = 2 square units Therefore, Probability = Favourable area / Total area = 2 / 4 = 1/2 = 0.5 Hence, Option C is the correct answer.
- Option A) Incorrect because the favourable region occupies half the square, not one-fourth.
- Option B) Incorrect because the favourable region is not three-fourths of the square.
- Option D) Incorrect because not every point satisfies x + y โค 2.
used
- Dimensional/Unit Analysis
Application:
- Compare the area of the favourable region with the total area of the sample space.
Final Logic:
- The favourable area is half of the square; therefore, the probability is 0.5.
"Probability = Area ratio."
9 Minimize:
Z = โx + 2y
Subject to:
โx + 3y โค 10
x + y โค 6
x โ y โค 2
x, y โฅ 0
Which point gives the minimum value?
Evaluate Z at each given point. Check which points satisfy the constraints. Select the feasible point with the smallest value of Z.
The objective function is: Z = โx + 2y Evaluate each option. Option A: (0, 0) Z = 0 Feasible โ Option B: (4, 2) Z = โ4 + 4 = 0 Feasible โ Option C: (2, 0) Z = โ2 + 0 = โ2 Feasible โ Option D: (2, 4) Z = โ2 + 8 = 6 Not feasible because: 2 + 4 = 6 โ But: โ2 + 12 = 10 โ 2 โ 4 = โ2 โค 2 โ Actually, this point is also feasible. Comparing objective values: (0,0) โ 0 (4,2) โ 0 (2,0) โ โ2 (2,4) โ 6 The minimum value is โ2 at (2,0). Therefore, Option C is the correct answer. The provided answer key is correct.
- Option A) Gives Z = 0, which is greater than โ2.
- Option B) Gives Z = 0, not the minimum.
- Option D) Gives Z = 6, which is the largest among the feasible options.
used
- Substitution
Application:
- Evaluate the objective function at each feasible point and compare the values.
Final Logic:
- The smallest value is โ2 at (2,0); therefore, Option C is correct.
"Substitute all corner points."
10 Assertion (A):
The optimal solution of an LPP always occurs at a corner point of the feasible region.
Reason (R):
If the feasible region is unbounded, a minimum value always exists at a corner point.
The Corner Point Theorem supports the Assertion. An unbounded region may not possess a finite minimum value. Hence, the Reason is false.
Assertion (A): According to the Corner Point Theorem, whenever an optimal solution exists for a Linear Programming Problem, it occurs at a corner point of the feasible region. Therefore, the Assertion is true. Reason (R): An unbounded feasible region does not always possess a finite minimum value. Whether a minimum exists depends on the direction of the objective function. Therefore, the Reason is false. Hence, Option B is the correct answer.
- Option A) Incorrect because the Assertion is true.
- Option C) Incorrect because the Reason is false.
- Option D) Incorrect because the Assertion is true.
used
- Elimination
Application:
- Evaluate the Assertion and the Reason independently using the Corner Point Theorem and properties of unbounded regions.
Final Logic:
- The Assertion is true, but the Reason is false; therefore, Option B is correct.
"Corner point if optimum exists."
11 Evaluate:
Z = 5x + 3y
at the points:
(0, 0), (0, 3), (20/19, 45/19), (2, 0)
Find the maximum value of Z.
Evaluate Z at each point. Compare the obtained values. Select the largest value.
The objective function is: Z = 5x + 3y Evaluate at each point. At (0, 0): Z = 0 At (0, 3): Z = 5(0) + 3(3) = 9 At (20/19, 45/19): Z = 5(20/19) + 3(45/19) = 100/19 + 135/19 = 235/19 At (2, 0): Z = 5(2) + 3(0) = 10 Comparing the values: 0, 9, 10, 235/19 Since 235/19 โ 12.37, it is the maximum value. Hence, Option A is the correct answer.
- Option B) 10
- Incorrect because 235/19 is greater than 10.
- Option C) 9
- Incorrect because it is smaller than both 10 and 235/19.
- Option D) 20/19
- Incorrect because it is only the x-coordinate of one point, not the objective value.
used
- Substitution
Application:
- Substitute each point into the objective function and compare the results.
Final Logic:
- The largest value is 235/19; therefore, Option A is correct.
"Substitute โ Compare โ Select maximum."
12 Match each corner point in List I with the corresponding value of the objective function
Z = x โ 7y + 190
| List I | List II |
|---|---|
| 1. (0, 0) | a. 195 |
| 2. (5, 0) | b. 190 |
| 3. (0, 5) | c. 155 |
| 4. (5, 3) | d. 174 |
Substitute each corner point into the objective function. Compute the corresponding value. Match the values correctly.
The objective function is: Z = x โ 7y + 190 Evaluate each point. 1. (0, 0) Z = 0 โ 0 + 190 = 190 โ b 2. (5, 0) Z = 5 โ 0 + 190 = 195 โ a 3. (0, 5) Z = 0 โ 35 + 190 = 155 โ c 4. (5, 3) Z = 5 โ 21 + 190 = 174 โ d Hence, 1โb, 2โa, 3โc, 4โd Therefore, Option D is the correct answer.
- Option A) Incorrect because the first two matches are interchanged.
- Option B) Incorrect because several values are mismatched.
- Option C) Incorrect because the first point evaluates to 190, not 155.
used
- Substitution
Application:
- Evaluate the objective function at every corner point and match the obtained values.
Final Logic:
- The correct matching is 1โb, 2โa, 3โc, 4โd.
"One point at a time."
13 An operational manufacturer evaluates three parallel iso-profit lines passing through a feasible region, corresponding to profit values of โน1000, โน1500, and โน2000.
If the line farthest from the origin corresponds to โน2000, determine the arithmetic mean of these three profit values.
Add the three profit values. Divide the sum by 3. The result is โน1500.
The three profit values are: โน1000 โน1500 โน2000 Arithmetic Mean = (1000 + 1500 + 2000)/3 = 4500/3 = โน1500 Hence, Option A is the correct answer.
- Option B) Incorrect because it is the maximum profit value.
- Option C) Incorrect because it is the minimum profit value.
- Option D) Incorrect because it is the total sum, not the average.
used
- Substitution
Application:
- Use the arithmetic mean formula directly.
Final Logic:
- The average of the three profits is โน1500.
"Average = Sum รท Number."
14 For the iso-profit line
ax + by = k,
identify which quantities remain constant during parallel shifts of the line.
1. The slope of the line
2. The value of k
3. The coefficients a and b
Parallel lines have the same slope. The coefficients remain unchanged. Only the value of k changes.
The equation of an iso-profit line is: ax + by = k During parallel shifting: The coefficients a and b remain fixed. Therefore, the slope remains unchanged. The value of k changes to represent different profit levels. Thus, Statement 1 is true. Statement 2 is false. Statement 3 is true. Hence, Option B is the correct answer.
- Option A) Incorrect because k changes during shifting.
- Option C) Incorrect because the slope also remains constant.
- Option D) Incorrect because k is not constant.
used
- Contextual/Tonal Matching
Application:
- Recall the graphical interpretation of iso-profit lines during parallel movement.
Final Logic:
- Only the slope and coefficients remain unchanged; therefore, Option B is correct.
"Same slope, new profit."
15 Arrange the following iso-cost lines
Z = 2x + 5y
in increasing order of their perpendicular distance from the origin.
1. Z = 50
2. Z = 100
3. Z = 10
4. Z = 75
The perpendicular distance from the origin is proportional to the value of Z. Arrange the Z values from smallest to largest. Match the corresponding line numbers.
The iso-cost lines are: 2x + 5y = 10 2x + 5y = 50 2x + 5y = 75 2x + 5y = 100 The perpendicular distance of the line 2x + 5y = k from the origin is Distance = |k| / โ(2ยฒ + 5ยฒ) Since the denominator remains constant, the distance increases as k increases. Therefore, 10 < 50 < 75 < 100 Corresponding order: 3, 1, 4, 2 Hence, Option D is the correct answer.
- Option A) Incorrect because it does not follow increasing values of k.
- Option B) Incorrect because it starts with the largest distance.
- Option C) Incorrect because the values are not in ascending order.
used
- Contextual/Tonal Matching
Application:
- Recognize that all lines are parallel, so only the constant term determines the perpendicular distance.
Final Logic:
- Smaller k means a smaller distance from the origin; therefore, the correct order is 3, 1, 4, 2.
"Smaller Z โ Closer to origin."
16 Assertion (A):
In minimization problems using iso-cost lines, the optimal solution occurs at the point where the line closest to the origin still intersects the feasible region.
Reason (R):
Shifting the iso-cost line toward the origin decreases the value of the objective function Z.
In minimization, iso-cost lines are shifted toward the origin. Smaller values of Z correspond to lines nearer the origin. Therefore, the Reason correctly explains the Assertion.
Assertion (A): For a minimization problem, an iso-cost line is moved parallel to itself toward the origin. The first point where it touches the feasible region gives the minimum value of the objective function. Therefore, the Assertion is true. Reason (R): The equation of an iso-cost line is ax + by = Z. As the line is shifted toward the origin, the value of Z decreases while the slope remains unchanged. Hence, moving closer to the origin corresponds to lower cost. Therefore, the Reason is true and correctly explains the Assertion. Hence, Option C is the correct answer.
- Option A) Incorrect because both statements are true.
- Option B) Incorrect because the Reason is also true.
- Option D) Incorrect because the Assertion is true.
used
- Contextual/Tonal Matching
Application:
- Interpret the graphical movement of iso-cost lines during minimization.
Final Logic:
- The Reason correctly explains why the nearest iso-cost line gives the minimum value; therefore, Option C is correct.
"Closer to origin โ Lower cost."
17 Consider the constraints:
x + y โค 2,
x + y โฅ 5,
x โฅ 0,
y โฅ 0
Identify the nature of the solution.
The first two constraints contradict each other. No point satisfies both simultaneously. Therefore, no feasible region exists.
The given constraints are: x + y โค 2 x + y โฅ 5 A point cannot simultaneously satisfy: x + y โค 2 and x + y โฅ 5 Hence, there is no common region satisfying all constraints. Without a feasible region, the Linear Programming Problem has no feasible solution. Therefore, Option B is the correct answer.
- Option A) Incorrect because a unique optimum requires a feasible region.
- Option C) Incorrect because no feasible point exists.
- Option D) Incorrect because there is no feasible region to be unbounded.
used
- Elimination
Application:
- Check whether all constraints can be satisfied simultaneously.
Final Logic:
- Since the constraints are contradictory, Option B is correct.
"Contradictory constraints = No feasible region."
18 Evaluate the improper integral: \(\int_{2}^{\infty }\,\frac{1}{x^{2}}โdx\)
Rewrite the integrand as xโปยฒ. Evaluate the improper integral using limits. The value obtained is 1/2.
The given integral is: โซโ^โ (1/xยฒ) dx Rewrite: = โซโ^โ xโปยฒ dx Integrating, = [โ1/x]โ^โ Now apply the limits. As x โ โ, โ1/x โ 0 Therefore, 0 โ (โ1/2) = 1/2 Hence, Option D is the correct answer.
- Option A) Incorrect because the definite integral evaluates to 1/2.
- Option B) Incorrect because the area under the curve is smaller than 1.
- Option C) Incorrect because the improper integral converges.
used
- Substitution
Application:
- Evaluate the antiderivative and apply the infinite limit.
Final Logic:
- The improper integral converges to 1/2; therefore, Option D is correct.
"1/xยฒ from a to โ = 1/a."
19 Given the point
C(20/19, 45/19),
let the position vector be rโ.
Compute: \(\vec{r}โ
\hat{i}\)
The dot product with iฬ gives the x-component. The x-coordinate of C is 20/19. Therefore, the answer is 20/19.
The position vector of C(20/19, 45/19) is rโ = (20/19)iฬ + (45/19)jฬ Taking the dot product with iฬ, rโ ยท iฬ = (20/19)(1) + (45/19)(0) = 20/19 Hence, Option A is the correct answer.
- Option B) Incorrect because it is the y-component.
- Option C) Incorrect because the vector components are not added in a dot product with iฬ.
- Option D) Incorrect because the x-component is non-zero.
used
- Substitution
Application:
- Write the vector in component form and evaluate its dot product with the unit vector iฬ.
Final Logic:
- The dot product with iฬ equals the x-coordinate; therefore, Option A is correct.
"Dot with iฬ = x-coordinate."
20 Case Study:
Maximize the objective function:
Z = 15x + 10y
Subject to the constraints:
4x + 6y โค 360,
3x โค 180,
5y โค 200,
x, y โฅ 0
The optimal solution occurs at:
(x, y) = (60, 20)
Determine the maximum value of Z.
Substitute the optimal point into the objective function. Evaluate Z. The maximum value obtained is 1100.
The objective function is: Z = 15x + 10y Substitute the optimal point: x = 60 y = 20 Therefore, Z = 15(60) + 10(20) = 900 + 200 = 1100 Since the point (60, 20) is the optimal solution, the corresponding objective value is the maximum value. Hence, Option C is the correct answer.
- Option A) 900
- Incorrect because it considers only the contribution from x.
- Option B) 1000
- Incorrect because it is not obtained by substituting the given coordinates.
- Option D) 1200
- Incorrect because the correct calculation gives 1100.
used
- Substitution
Application:
- Replace x and y with the coordinates of the optimal point in the objective function.
Final Logic:
- Substituting (60, 20) gives Z = 1100; therefore, Option C is correct.
"Optimal point โ Substitute into Z."
