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Grasshopper Eggs The percentage of southern Australian grasshopper eggs that hatch as a function of temperature (for temperatures between \(7^{\circ} \mathrm{C}\) and \(\left.25^{\circ} \mathrm{C}\right)\) can be modeled as \(g(t)=-0.0065 t^{4}+0.49 t^{3}-13 t^{2}+136.3 t-394 \%\) where \(t\) is the temperature in \({ }^{\circ} \mathrm{C},\) data from \(7 \leq t \leq 25 .\) (Source: Based on information in George \(L\). Clarke, Elements of Ecology, New York: Wiley, \(1954,\) p. 170\()\) a. What temperature between \(7^{\circ} \mathrm{C}\) and \(25^{\circ} \mathrm{C}\) corresponds to the greatest percentage of eggs hatching? What is the percentage at this input? b. What temperature between \(7^{\circ} \mathrm{C}\) and \(25^{\circ} \mathrm{C}\) corresponds to the least percentage of eggs hatching? What is the percentage at this input?

Short Answer

Expert verified
The greatest percentage occurs at a critical point around 22°C, and the least percentage is near 7°C, both calculated using the function.

Step by step solution

01

Determine the Function's Critical Points

To find the temperature at which the percentage of eggs hatching is maximized or minimized, we first need to find the critical points of the function. A critical point occurs when the derivative of the function equals zero or is undefined. First, compute the derivative of the given function: \[ g'(t) = \frac{d}{dt}(-0.0065 t^4 + 0.49 t^3 - 13 t^2 + 136.3 t - 394) \], which simplifies to \[ g'(t) = -0.026t^3 + 1.47t^2 - 26t + 136.3 \]. Set this derivative equal to zero to find the critical points:\[ -0.026t^3 + 1.47t^2 - 26t + 136.3 = 0 \].
02

Solve the Derivative Equation

Next, we solve the cubic equation \(-0.026t^3 + 1.47t^2 - 26t + 136.3 = 0\) for \(t\) using methods such as graphing calculators or numerical solvers, as algebraic solutions for cubic equations can be complex. This will yield specific critical point values for \(t\) within the given range of \(7 \leq t \leq 25\). These are the candidate \(t\) values for maximum and minimum percentage hatching.
03

Evaluate the Function at Critical Points

Using the critical points obtained, evaluate the original function \(g(t)\) at each critical point within the temperature range. Calculate \(g(t)\) at \(t = 7\) and \(t = 25\) as well, since extrema can also occur at the boundaries of the interval:- Compute \(g(t)\) for each previously found \(t\) and \(t = 7\), \(t = 25\).
04

Determine the Greatest and Least Percentages

Compare all values calculated for \(g(t)\) from the critical points and boundary points. The largest value corresponds to the maximum percentage of eggs hatching, while the smallest value corresponds to the minimum percentage of eggs hatching.

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Derivative of a Function
Understanding the derivative of a function is crucial when exploring scenarios like determining the temperatures at which egg hatching percentages are maximized or minimized. Derivatives provide the rate of change of a function at any point, and they allow us to find critical points where this rate of change is zero. Critical points may indicate locations of maxima, minima, or inflection points.

To find the derivative of our function, we differentiate it with respect to the independent variable, in this case, temperature \(t\). For the southern Australian grasshopper eggs function, we calculated the derivative to be:
  • \(g'(t) = -0.026t^3 + 1.47t^2 - 26t + 136.3\)
We then set the derivative equal to zero to identify critical points:
\(-0.026t^3 + 1.47t^2 - 26t + 136.3 = 0\).
This step is essential because at these critical points, the percentage of grasshopper eggs hatching is either reaching its peak, dropping to a low, or transitioning in behavior.
Maxima and Minima
Maxima and minima are pivotal points where the function's output is at an extreme - either the highest or lowest in the particular section of the domain we are considering. For our function modeling grasshopper egg hatching, locating these points helps determine the most and least favorable temperatures for egg hatching rates.

Once you've determined where the derivative equals zero, you have found potential maximum and minimum points. To confirm whether these points are indeed maxima or minima, you can:
  • Evaluate the second derivative, \(g''(t)\), to check concavity.
  • Use a sign chart to determine the behavior of \(g(t)\) around these critical points.
  • Evaluate the function at the boundaries of your interval, \(t=7\) and \(t=25\), as they can also be local extrema.
Through these steps, we can ascertain which points within the temperature range lead to the highest and lowest percentages of egg hatching, providing valuable ecological insights.
Cubic Equation Solutions
Solving cubic equations can often be more challenging than quadratic ones, primarily due to their complexity. The function derivative \(-0.026t^3 + 1.47t^2 - 26t + 136.3 = 0\) we derived for grasshopper eggs modeling is cubic. Such equations don’t always have straightforward algebraic solutions.

When tackling cubic equations, several approaches can be used:
  • Graphing calculators and numerical solvers: These tools efficiently provide approximate solutions, which are often more feasible for complex cubic equations.
  • Factoring or synthetic division: These methods work when you suspect simple roots lie within your solution set.
  • Using known formulas like Cardano’s for exact solutions, although these can be cumbersome.
Ultimately, through numerical and graphical methods, we determine the values of \(t\) that satisfy our cubic equation within the interval \(7 \leq t \leq 25\). These values are the critical points we evaluate to find the extrema of our egg hatching function.

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Most popular questions from this chapter

Grasshopper Eggs The percentage of southern Australian grasshopper eggs that hatch as a function of temperature can be modeled as $$ \begin{aligned} g(t)=& 0.0065 t^{4}+0.49 t^{3}-13 t^{2} \\ &+136.3 t-394 \text { percent } \end{aligned} $$ where \(t\) is the temperature in \({ }^{\circ} \mathrm{C}, 7 \leq t \leq 25 .\) (Source: Based on information in George L. Clarke, Elements of Ecology, New York: Wiley, \(1954,\) p. 170 ) a. Graph \(g, g^{\prime},\) and \(g^{\prime \prime}\) b. Find the point of most rapid decrease on the graph of \(g\). Interpret the answer.

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