Comprehension

In number theory, it is often important to find factors of an integer \( N \). The number \( N \) has two trivial factors, namely 1 and \( N \). Any other factor, if it exists, is called a non-trivial factor of \( N \). Naresh has plotted a graph of some constraints (linear inequations) with points \( A(0, 50) \), \( B(20, 40) \), \( C(50, 100) \), \( D(0, 200) \), and \( E(100, 0) \). This graph is constructed using three non-trivial constraints and two trivial constraints. One of the non-trivial constraints is \( x + 2y \geq 100 \).

Graph for trivial constraints

Based on the above information, answer the following questions:

Question: 1

What are the two trivial constraints?

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In linear programming, trivial constraints often include \( x \geq 0 \) and \( y \geq 0 \), ensuring the solution remains in the first quadrant.
Updated On: Feb 11, 2025
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Solution and Explanation

Trivial constraints correspond to the boundaries of the graph in the first quadrant. 
- Since the graph is in the first quadrant, \( x \geq 0 \) and \( y \geq 0 \) are the two trivial constraints.

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Question: 2

If \( R_1 \) is the feasible region, then what are the other two non-trivial constraints?

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To identify non-trivial constraints: 1. Observe the lines forming the boundary of the feasible region. 2. Derive the equations of these lines and check the direction of inequality from the graph.
Updated On: Feb 11, 2025
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Solution and Explanation

Step 1: Given one non-trivial constraint is \( x + 2y \geq 100 \). From the graph: 
- The line passing through \( A(0, 50) \) and \( E(100, 0) \) corresponds to \( x + 2y = 100 \). 
- The line passing through \( B(20, 40) \) and \( C(50, 100) \) corresponds to \( y - \frac{4}{3}x + \frac{80}{3} \geq 0 \). 
- The line passing through \( C(50, 100) \) and \( D(0, 200) \) corresponds to \( y - 2x \leq 0 \). 
Final Answer: The other two non-trivial constraints are: \[ y - \frac{4}{3}x + \frac{80}{3} \geq 0 \quad {and} \quad y - 2x \leq 0. \]

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Question: 3

If \( R_2 \) is the feasible region, then what are the other two non-trivial constraints?

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For alternative feasible regions, observe which inequalities reverse based on the region's boundaries and shading in the graph.
Updated On: Feb 11, 2025
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Solution and Explanation

For \( R_2 \), the region includes \( x + 2y \geq 100 \), \( x \geq 0 \), and \( y \geq 0 \), but excludes the constraints forming the region \( R_1 \). Based on the graph, the constraints are derived as: - \( x + 2y \geq 100 \), - \( y - \frac{4}{3}x + \frac{80}{3} \leq 0 \). 
Final Answer: The constraints for \( R_2 \) are: \[ x + 2y \geq 100 \quad {and} \quad y - \frac{4}{3}x + \frac{80}{3} \leq 0. \]

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Question: 4

If \( R_1 \) is the feasible region, then find the maximum value of the objective function \( z = 5x + 2y \).

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To maximize a linear objective function: 
1. Identify all vertices of the feasible region. 
2. Substitute the coordinates of each vertex into the objective function. 
3. Choose the highest value for maximization.

Updated On: Feb 11, 2025
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Solution and Explanation

Step 1: The objective function \( z = 5x + 2y \) is maximized at one of the vertices of the feasible region \( R_1 \). The vertices of \( R_1 \) are \( A(0, 50) \), \( B(20, 40) \), and \( C(50, 100) \). 
Step 2: Evaluate \( z \) at each vertex: - At \( A(0, 50) \): \[ z = 5(0) + 2(50) = 100. \] - At \( B(20, 40) \): \[ z = 5(20) + 2(40) = 100 + 80 = 180. \] - At \( C(50, 100) \): \[ z = 5(50) + 2(100) = 250 + 200 = 450. \] 
Step 3: Conclusion: The maximum value of \( z = 5x + 2y \) is 450 at \( C(50, 100) \).

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