1. **State the problem:**
We are given a quadratic profit function $P = ax^2 + bx + c$ where $x$ is the number of items produced and $P$ is the weekly profit. We have three data points: $(50, 1350)$, $(200, 5100)$, and $(400, 3100)$.
2. **Write down three equations using the data points:**
Substitute each $(x, P)$ pair into $P = ax^2 + bx + c$:
$$
\begin{cases}
1350 = a(50)^2 + b(50) + c \\
5100 = a(200)^2 + b(200) + c \\
3100 = a(400)^2 + b(400) + c
\end{cases}
$$
Which simplifies to:
$$
\begin{cases}
1350 = 2500a + 50b + c \\
5100 = 40000a + 200b + c \\
3100 = 160000a + 400b + c
\end{cases}
$$
3. **Solve for $a$, $b$, and $c$:**
Subtract the first equation from the second and third to eliminate $c$:
$$
\begin{aligned}
(5100 - 1350) &= (40000a - 2500a) + (200b - 50b) + (c - c) \\
3750 &= 37500a + 150b \\
\Rightarrow 3750 = 37500a + 150b \quad (1)
\end{aligned}
$$
$$
\begin{aligned}
(3100 - 1350) &= (160000a - 2500a) + (400b - 50b) + (c - c) \\
1750 &= 157500a + 350b \\
\Rightarrow 1750 = 157500a + 350b \quad (2)
\end{aligned}
$$
Divide equation (1) by 150:
$$\frac{3750}{150} = \frac{37500a}{150} + \frac{150b}{150} \Rightarrow 25 = 250a + b \quad (3)$$
Divide equation (2) by 350:
$$\frac{1750}{350} = \frac{157500a}{350} + \frac{350b}{350} \Rightarrow 5 = 450a + b \quad (4)$$
Subtract (4) from (3):
$$
25 - 5 = (250a - 450a) + (b - b) \\
20 = -200a \\
\Rightarrow a = -\frac{20}{200} = -0.1
$$
Substitute $a = -0.1$ into (3):
$$
25 = 250(-0.1) + b \\
25 = -25 + b \\
\Rightarrow b = 50
$$
Substitute $a$ and $b$ into the first original equation:
$$
1350 = 2500(-0.1) + 50(50) + c \\
1350 = -250 + 2500 + c \\
1350 = 2250 + c \\
\Rightarrow c = 1350 - 2250 = -900
$$
4. **Interpret $c$:**
$c$ is the profit when no items are produced ($x=0$). Here, $c = -900$ means a loss of 900 when nothing is produced, likely fixed costs.
5. **Find the number of items to maximize profit:**
The vertex of $P = ax^2 + bx + c$ is at $x = -\frac{b}{2a}$.
$$
x = -\frac{50}{2(-0.1)} = -\frac{50}{-0.2} = 250
$$
6. **Calculate the maximum profit:**
Substitute $x=250$ into $P$:
$$
P = -0.1(250)^2 + 50(250) - 900 = -0.1(62500) + 12500 - 900 = -6250 + 12500 - 900 = 4350
$$
**Final answers:**
- $a = -0.1$, $b = 50$, $c = -900$
- $c$ represents a fixed loss of 900 when no items are produced.
- Maximum profit is 4350 when producing 250 items.
Profit Quadratic 90A10E
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