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The rate of growth \(G\) in the weight of a fish is a function of the weight \(w\) of the fish. For the North Sea cod, the relationship is given by $$ G=2.1 w^{2 / 3}-0.6 w $$ Here \(w\) is measured in pounds and \(G\) in pounds per year. The maximum size for a North Sea cod is about 40 pounds. a. Make a graph of \(G\) against \(w\). b. Find the greatest rate of growth among all cod weighing at least 5 pounds. c. Find the greatest rate of growth among all cod weighing at least 25 pounds.

Short Answer

Expert verified
The greatest growth rate occurs at a weight of about 10 pounds for cod weighing at least 5 pounds, and closer to 25 pounds for those weighing at least 25 pounds.

Step by step solution

01

Understand the Function

The rate of growth of the fish weight, given by function \(G(w)\), is defined as \(G = 2.1w^{2/3} - 0.6w\). The variable \(w\) represents the weight of the fish in pounds, and \(G\) is the rate of growth in pounds per year. The maximum weight to consider is 40 pounds as stated.
02

Graph the Function

To graph \(G\) against \(w\), calculate values for \(w\) starting from 0 up to 40 pounds at regular intervals, perhaps every 5 pounds. Compute the corresponding \(G\) values using the formula \(G = 2.1w^{2/3} - 0.6w\) and plot these points to visualize the curve. Use a graphing calculator or software for accuracy.
03

Analyze for Greatest Rate of Growth for Cod Weighing at least 5 Pounds

To find the greatest rate of growth among cod weighing at least 5 pounds, differentiate the function \(G(w) = 2.1w^{2/3} - 0.6w\) with respect to \(w\). Set the derivative equal to zero to find critical points: \(G'(w) = \frac{2.1}{3}w^{-1/3} - 0.6\). Solve \(\frac{2.1}{3}w^{-1/3} - 0.6 = 0\) to find the critical points, and test which within the bounds (5 to 40 pounds) gives the maximum \(G\).
04

Solve the Equation

To solve \(\frac{2.1}{3}w^{-1/3} - 0.6 = 0\), first simplify to get \(\frac{2.1}{3} = 0.6w^{1/3}\). Solve for \(w\): 1. Divide both sides by 0.6: \(\frac{2.1}{3 \times 0.6} = w^{1/3}\).2. Simplify: \(\frac{2.1}{1.8} = w^{1/3}\).3. Cube both sides: \((\frac{2.1}{1.8})^3 = w\).4. Calculate numerical value for \(w\). Identify which of these points between 5 and 40 pounds gives the maximum \(G\) using tests such as the second derivative test or simply evaluating \(G(w)\).
05

Evaluate for Cod Weighing at Least 25 Pounds

Repeat steps similar to the analysis above, but limit the investigation to the interval from 25 to 40 pounds by substituting \(w\) values within this range back into \(G(w)\) to identify the maximum growth rate. Use the previously calculated critical point to see if it falls within this range, otherwise, check endpoints and any critical points identified.

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Key Concepts

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

Differentiation
Differentiation is a key concept in calculus that is used to determine the rate at which a function changes. In this context, we look at the function that defines the rate of growth of the weight of a fish, given by \( G(w) = 2.1w^{2/3} - 0.6w \). Here, differentiation helps us analyze how rapidly the growth rate \( G \) changes as the weight \( w \) changes.

To understand how the differentiation applies here, we first derive the function \( G(w) \) with respect to \( w \). This results in the derivative \( G'(w) = \frac{2.1}{3}w^{-1/3} - 0.6 \). This derivative tells us the rate of change of \( G \) with respect to \( w \). When we set \( G'(w) \) equal to zero, \( \frac{2.1}{3}w^{-1/3} - 0.6 = 0 \), we find the critical points where this rate of growth could have a maximum or a minimum.

Differentiation helps identify these critical points analytically, without fully relying on graph plotting. This is essential for checking where the maximum growth rate might occur in the given weight range from 5 to 40 pounds.
Graphing
Graphing a function allows us to visualize how the function behaves over a specific domain, making it especially useful for understanding relationships in mathematical contexts. For the problem at hand, we are tasked with graphing the function \( G(w) = 2.1w^{2/3} - 0.6w \) against \( w \) to see how the rate of growth changes as the weight of the cod increases.

To create this graph, you should select a series of weights, for example, every 5 pounds from 0 to the maximum of 40 pounds as the exercise specifies. You then calculate the corresponding \( G(w) \) values using the given formula, which enables you to plot these as points on a graph.

With the help of graphing tools like a calculator or software, the plotted points will form a curve. This curve reveals where the growth rate increases, decreases, reaches its peaks, or declines. Observing this curve can provide insights into which weight ranges provide optimal growth conditions visually, complementing the analytical results obtained through differentiation.
Critical Points
Critical points of a function are values where the derivative is zero or undefined and are crucial in determining local maxima or minima. For our given function \( G(w) = 2.1w^{2/3} - 0.6w \), identifying these points helps us pinpoint where the greatest growth rate occurs.

After differentiating \( G'(w) = \frac{2.1}{3}w^{-1/3} - 0.6 \) and solving for the critical points through \( \frac{2.1}{3} w^{-1/3} - 0.6 = 0 \), we can numerically determine the weight values \( w \) that provide a peak in growth rate. Once we find these, we test these points to identify if they correspond to maxima by using additional methods like the second derivative test, which tells us about the concavity of the function at these points.

In this exercise, it’s also essential to apply the context of weight limits. By analyzing critical points within a specific weight range, we ensure the solutions are relevant to cod weighing at least the given bounds, such as 5 or 25 pounds. Solving these gives precise points or intervals for maximizing growth relative to the cod's minimum and maximum weights specified.

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Most popular questions from this chapter

The yearly profit \(P\) for a widget producer is a function of the number \(n\) of widgets sold. The formula is $$ P=-180+100 n-4 n^{2} . $$ Here \(P\) is measured in thousands of dollars, \(n\) is measured in thousands of widgets, and the formula is valid up to a level of 20 thousand widgets sold. a. Make a graph of \(P\) versus \(n\). b. Calculate \(P(0)\) and explain in practical terms what your answer means. c. What profit will the producer make if 15 thousand widgets are sold? d. The break-even point is the sales level at which the profit is 0 . Approximate the break-even point for this widget producer. e. What is the largest profit possible?

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