MHB Differentiation help (stationary points)

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The discussion focuses on finding stationary points for the function $L(\lambda) = \lambda^{150}e^{-3\lambda}$. Stationary points occur where the derivative $L'(\lambda)$ is zero or undefined, with $L'(\lambda)$ calculated as $L'(\lambda) = 3\lambda^{149}e^{-3\lambda}(50 - \lambda)$. The stationary point is identified at $\lambda = 50$, where the function has a maximum since $L' > 0$ for $\lambda < 50$ and $L' < 0$ for $\lambda > 50. The second derivative test can confirm the nature of this maximum, with $L''(50) < 0$ indicating a maximum. The value $\lambda = 0$ is not considered as it falls outside the function's domain.
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I’m struggling with questions c, e and f.
I don’t think I understand how to find stationary points.

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stationary points occur where the derivative is zero or is undefined.
in this case, $L’$ is defined everywhere in the function’s given domain.

skeeter said:
$L(\lambda) = \lambda^{150}e^{-3\lambda}$

$L’(\lambda) = 150 \lambda^{149} e^{-3\lambda} - 3\lambda^{150} e^{-3\lambda}$

$L’(\lambda) = 3\lambda^{149}e^{-3\lambda} (50-\lambda)$

$L’(\lambda) = 0$ at $\lambda = 50$

$\lambda <50 \implies L’ > 0 \implies L$ is increasing.
$\lambda >50 \implies L’ <0 \implies L$ is decreasing
therefore, $L$ has a maximum at $\lambda =50$
this method is called the 1st derivative test for extrema.

You could also evaluate the value of $L’’(50)$ to determine if the stationary point is a maximum or minimum.
if $L’’(50) <0$, then $L(50)$ is a maximum
if $L’’(50) >0$, then $L(50)$ is a minimum
this is the 2nd derivative test for extrema.

see what you can get done with the log function
 
skeeter said:
stationary points occur where the derivative is zero or is undefined.
in this case, $L’$ is defined everywhere in the function’s given domain.
$L’(\lambda) = 0$ at $\lambda = 50$

$L’(\lambda) = 0$ at $\lambda = 50$ OR at $\lambda= 0$

$\lambda <50 \implies L’ > 0 \implies L$ is increasing.
$\lambda >50 \implies L’ <0 \implies L$ is decreasing
therefore, $L$ has a maximum at $\lambda =50$
this method is called the 1st derivative test for extrema.

You could also evaluate the value of $L’’(50)$ to determine if the stationary point is a maximum or minimum.
if $L’’(50) <0$, then $L(50)$ is a maximum
if $L’’(50) >0$, then $L(50)$ is a minimum
this is the 2nd derivative test for extrema.

see what you can get done with the log function
 
Country Boy said:
$L’(\lambda) = 0$ at $\lambda = 50$ OR at $\lambda= 0$

$\lambda = 0$ is not in the given domain of the function ... reference the problem statement in post #1
 
There are probably loads of proofs of this online, but I do not want to cheat. Here is my attempt: Convexity says that $$f(\lambda a + (1-\lambda)b) \leq \lambda f(a) + (1-\lambda) f(b)$$ $$f(b + \lambda(a-b)) \leq f(b) + \lambda (f(a) - f(b))$$ We know from the intermediate value theorem that there exists a ##c \in (b,a)## such that $$\frac{f(a) - f(b)}{a-b} = f'(c).$$ Hence $$f(b + \lambda(a-b)) \leq f(b) + \lambda (a - b) f'(c))$$ $$\frac{f(b + \lambda(a-b)) - f(b)}{\lambda(a-b)}...

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