Profit Extrema
1. **State the problem:** We want to find the maximum and minimum profit values for the profit function $$f(x) = 4x^5 - 20x^4 + 20x^3 + 20$$ where $x$ is the number of units sold (in hundreds).
2. **Find the first derivative $f'(x)$:** This derivative gives the rate of change of profit and helps locate critical points where maxima or minima may occur.
$$f'(x) = \frac{d}{dx}(4x^5 - 20x^4 + 20x^3 + 20) = 20x^4 - 80x^3 + 60x^2$$
3. **Find critical points by solving $f'(x) = 0$:**
$$20x^4 - 80x^3 + 60x^2 = 0$$
Divide both sides by 20:
$$x^4 - 4x^3 + 3x^2 = 0$$
Factor out $x^2$:
$$x^2(x^2 - 4x + 3) = 0$$
Set each factor to zero:
- $x^2 = 0 \implies x = 0$
- $x^2 - 4x + 3 = 0$
Solve quadratic:
$$x = \frac{4 \pm \sqrt{16 - 12}}{2} = \frac{4 \pm 2}{2}$$
So,
$$x = 1 \text{ or } x = 3$$
Critical points are at $x = 0, 1, 3$.
4. **Find the second derivative $f''(x)$:** This helps determine the nature of each critical point.
$$f''(x) = \frac{d}{dx}(20x^4 - 80x^3 + 60x^2) = 80x^3 - 240x^2 + 120x$$
5. **Evaluate $f''(x)$ at each critical point:**
- At $x=0$:
$$f''(0) = 0$$ (inconclusive, test further or use first derivative test)
- At $x=1$:
$$f''(1) = 80(1)^3 - 240(1)^2 + 120(1) = 80 - 240 + 120 = -40 < 0$$
Since $f''(1) < 0$, $x=1$ is a local maximum.
- At $x=3$:
$$f''(3) = 80(27) - 240(9) + 120(3) = 2160 - 2160 + 360 = 360 > 0$$
Since $f''(3) > 0$, $x=3$ is a local minimum.
6. **Check $x=0$ with first derivative test:**
- For $x$ slightly less than 0, say $-0.1$, $f'(x)$ is positive (since $x^2$ dominates and is positive).
- For $x$ slightly greater than 0, say $0.1$, $f'(x)$ is positive.
No sign change, so $x=0$ is neither max nor min (possible inflection or flat point).
7. **Calculate profit values at critical points:**
- $f(0) = 4(0)^5 - 20(0)^4 + 20(0)^3 + 20 = 20$
- $f(1) = 4(1) - 20(1) + 20(1) + 20 = 4 - 20 + 20 + 20 = 24$
- $f(3) = 4(243) - 20(81) + 20(27) + 20 = 972 - 1620 + 540 + 20 = -88$
**Final conclusion:**
- Local maximum profit is $24$ thousand dollars at $x=1$ (100 units).
- Local minimum profit is $-88$ thousand dollars at $x=3$ (300 units).
- At $x=0$, profit is $20$ thousand dollars but not a max or min.