George Bake's question at Yahoo Answers regarding the Ricker curve

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SUMMARY

The Ricker curve, represented by the equation y=axe^-bx, models fish populations by illustrating the relationship between the number of adults (x) and their offspring (y). The critical point is determined by setting the first derivative to zero, leading to the conclusion that the critical value occurs at x=1/b, which is a global maximum. The first derivative test confirms that the population growth is positive at x=0 and negative at x=2/b, solidifying the critical point's status as a maximum. This analysis provides essential insights into population dynamics using calculus.

PREREQUISITES
  • Understanding of calculus, specifically derivatives and critical points.
  • Familiarity with the Ricker curve and its application in population modeling.
  • Knowledge of exponential functions and their properties.
  • Ability to perform first derivative tests for function classification.
NEXT STEPS
  • Study the application of the Ricker curve in ecological modeling.
  • Learn about the implications of critical points in population dynamics.
  • Explore the use of derivatives in optimizing functions in calculus.
  • Investigate other population models, such as the logistic growth model.
USEFUL FOR

Students and professionals in mathematics, ecology, and biology who are interested in understanding population dynamics and the application of calculus in real-world scenarios.

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Here is the question:

Calculus Word Problem?

The number of offspring in a population may not be a linear function of the number of adults. The Ricker curve, used to model fish populations, claims that y=axe^-bx , where x is the number of adults, y is the number of offspring, and ^a and ^b are positive constants.

a.) Find and classify the critical point of the Ricker curve

Here is a link to the question:

Calculus Word Problem? - Yahoo! Answers

I have posted a link there to this topic so the OP can find my response.
 
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Hello George Bake,

We are given the Ricker curve:

$$y=axe^{-bx}$$

To find the critical point, we need to equate the first derivative to zero:

$$y'=a\left(x\left(-be^{-bx} \right)+(1)e^{-bx} \right)=ae^{-bx}(1-bx)=0$$

Since $$0<ae^{-bx}$$ for all real $x$, the only critical value comes from:

$$1-bx=0\,\therefore\,x=\frac{1}{b}$$

Using the first derivative test, we may observe:

$$y'(0)=ae^{-b\cdot0}(1-b\cdot0)=a>0$$

$$y'\left(\frac{2}{b} \right)=ae^{-b\cdot\frac{2}{b}}(1-b\cdot\frac{2}{b})=-ae^{-2}<0$$

Hence the critical point is a global maximum, and is at:

$$\left(\frac{1}{b},y\left(\frac{1}{b} \right) \right)=\left(\frac{1}{b},\frac{a}{be} \right)$$

To George Bake and any other guests viewing this topic, I invite and encourage you to post other calculus problems in our http://www.mathhelpboards.com/f10/ forum.

Best Regards,

Mark.
 

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