Refinery Optimization
1. **State the problem:**
We want to minimize the operating cost of two refineries meeting specific oil production demands.
2. **Define variables:**
Let $x$ = number of days Refinery 1 runs
Let $y$ = number of days Refinery 2 runs
### a) Objective function:
Minimize cost:
$$ C = 20000x + 25000y $$
### b) Constraints:
From production:
- High-grade oil: $$400x + 300y \geq 25000$$
- Medium-grade oil: $$300x + 400y \geq 27000$$
- Low-grade oil: $$200x + 500y \geq 30000$$
Also, days must be non-negative:
$$x \geq 0,\quad y \geq 0$$
### c) Solve for $x$ and $y$ to minimize costs:
Use constraints as equalities to find intersection points:
Solve system:
$$\begin{cases} 400x + 300y = 25000 \\ 300x + 400y = 27000 \end{cases}$$
Multiply first by 4 and second by 3:
$$1600x + 1200y = 100000$$
$$900x + 1200y = 81000$$
Subtract second from first:
$$700x = 19000 \implies x = \frac{19000}{700} = 27.14$$
Plug back into first:
$$400(27.14) + 300y = 25000 \implies 10856 + 300y = 25000 \implies 300y = 14144 \implies y = 47.15$$
Check if low-grade constraint is met:
$$200x + 500y = 200(27.14) + 500(47.15) = 5428 + 23575 = 29003 < 30000$$
Not enough low-grade oil, so use low-grade and medium-grade constraints:
$$\begin{cases} 300x + 400y = 27000 \\ 200x + 500y = 30000 \end{cases}$$
Multiply first by 5 and second by 4:
$$1500x + 2000y = 135000$$
$$800x + 2000y = 120000$$
Subtract second from first:
$$700x = 15000 \implies x = \frac{15000}{700} = 21.43$$
Plug into first:
$$300(21.43) + 400y = 27000 \implies 6429 + 400y = 27000 \implies 400y = 20571 \implies y = 51.43$$
Check high-grade constraint:
$$400x + 300y = 400(21.43) + 300(51.43) = 8571 + 15429 = 24000 < 25000$$
Doesn't meet high-grade demand, so use high-grade and low-grade constraints:
$$\begin{cases} 400x + 300y = 25000 \\ 200x + 500y = 30000 \end{cases}$$
Multiply second by 2:
$$400x + 300y = 25000$$
$$400x + 1000y = 60000$$
Subtract first from second:
$$700y = 35000 \implies y = 50$$
Plug back into first:
$$400x + 300(50) = 25000 \implies 400x + 15000 = 25000 \implies 400x = 10000 \implies x = 25$$
Check medium-grade constraint:
$$300x + 400y = 300(25) + 400(50) = 7500 + 20000 = 27500 \geq 27000$$
All constraints satisfied.
### Final answer:
Run Refinery 1 for **25 days** and Refinery 2 for **50 days**.
### Minimum cost:
$$C = 20000(25) + 25000(50) = 500000 + 1250000 = 1750000$$