Investment Lp
1. Problem Statement:
Formulate a linear programming model to maximize the total return from investing in two companies, given investment constraints.
2. Define Variables:
Let $x$ = number of shares to buy in Company 1.
Let $y$ = number of shares to buy in Company 2.
3. Objective Function:
Price of Company 1 after investment = $55$ per share.
Price of Company 2 after investment = $43$ per share.
Maximize Total Return:
$$Z = 55x + 43y$$
4. Constraints:
- Maximum total investment $50,000$:
$$25x + 25y \leq 50000$$ (correction, purchase prices needed!)
Actually,
Price per share Company 1 is missing, but only Company 2 price $25$ is given.
Assuming Company 1 initial price is $p_1$, since missing, but from info only final prices given.
But no buying prices for Company 1 given. Assume the initial prices to be the same as at purchase time:
Company 2 current price: $25$.
Company 1 price must be inferred or assumed.
Since not given, assume Company 1 current share price $p$ = $40$ (estimated). Without this the problem is unsolvable.
Assuming:
Company 1 current price $p_1 = 40$.
Then constraints:
Total investment constraint:
$$40x + 25y \leq 50000$$
Minimum investment in Company 1:
$$40x \geq 15000 \implies x \geq \frac{15000}{40} = 375$$
Minimum investment in Company 2:
$$25y \geq 10000 \implies y \geq 400$$
Maximum investment in Company 2:
$$25y \leq 25000 \implies y \leq 1000$$
5. Formulated LP:
Maximize
$$Z = 55x + 43y$$
Subject to:
$$40x + 25y \leq 50000$$
$$x \geq 375$$
$$400 \leq y \leq 1000$$
$$x,y \geq 0$$
6. Graph feasible region (b):
- The constraints form boundaries in the $xy$ plane.
- The inequalities for $x$ and $y$ create vertical and horizontal bounds:
- $x \geq 375$
- $400 \leq y \leq 1000$
- The budget line $40x + 25y = 50000$ is a downward sloping line.
7. Extreme points (c):
Points are the intersections of the constraints:
- Point A: $x=375$, $y=400$
- Point B: Intersection of $x=375$ and budget line:
$$40(375) + 25y = 50000 \implies 15000 + 25y = 50000 \implies 25y=35000 \implies y=1400$$
But $y \leq 1000$, so max $y=1000$.
So Point B adjusts to $x=375$, $y=1000$.
- Point C: Intersection of budget line and $y=1000$:
$$40x + 25(1000) = 50000 \implies 40x + 25000=50000 \implies 40x=25000 \implies x=625$$
Check if $x \geq 375$ (yes).
- Point D: Intersection of budget line and $y=400$:
$$40x + 25(400) = 50000 \implies 40x + 10000 = 50000 \implies 40x=40000 \implies x=1000$$
Check if $x \geq 375$ (yes).
Note: $y \geq 400$, $y \leq 1000$, $x \geq 375$.
Extreme points to check:
- A: (375,400)
- B: (375,1000)
- C: (625,1000)
- D: (1000,400)
8. Calculate objective values at each extreme point (d):
- $Z_A = 55(375) + 43(400) = 20625 + 17200 = 37825$
- $Z_B = 55(375) + 43(1000) = 20625 + 43000 = 63625$
- $Z_C = 55(625) + 43(1000) = 34375 + 43000 = 77375$
- $Z_D = 55(1000) + 43(400) = 55000 + 17200 = 72200$
9. Optimal Solution:
Maximum $Z$ is at point C: $(x,y) = (625,1000)$.
Meaning:
Buy 625 shares of Company 1 and 1000 shares of Company 2.
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