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For Activities 9 through \(16,\) write formulas for the indicated partial derivatives for each of the multivariable functions. \(k(a, b)=5 a b^{3}+7\left(1.4^{b}\right)\) a. \(\frac{\partial k}{\partial a}\) b. \(\frac{\partial k}{\partial b}\) c. \(\left.\frac{\partial k}{\partial b}\right|_{a=6}\)

Short Answer

Expert verified
\( \frac{\partial k}{\partial a} = 5b^3, \; \frac{\partial k}{\partial b} = 15ab^2 + 7(1.4^b \ln(1.4)), \; \left.\frac{\partial k}{\partial b}\right|_{a=6} = 90b^2 + 7(1.4^b \ln(1.4)) \).

Step by step solution

01

Identify the function

The given function is \( k(a, b) = 5ab^3 + 7(1.4^b) \). This function is dependent on two variables: \(a\) and \(b\). We need to find partial derivatives with respect to these variables.
02

Calculate the partial derivative \( \frac{\partial k}{\partial a} \)

To find \( \frac{\partial k}{\partial a} \), differentiate \( k(a, b) = 5ab^3 + 7(1.4^b) \) with respect to \( a \), treating \( b \) as a constant.The derivative of \( 5ab^3 \) with respect to \( a \) is \( 5b^3 \) since \( b^3 \) is considered a constant.The derivative of \( 7(1.4^b) \) with respect to \( a \) is 0, as it does not contain \( a \).Therefore, \( \frac{\partial k}{\partial a} = 5b^3 \).
03

Calculate the partial derivative \( \frac{\partial k}{\partial b} \)

To find \( \frac{\partial k}{\partial b} \), differentiate \( k(a, b) = 5ab^3 + 7(1.4^b) \) with respect to \( b \), treating \( a \) as a constant.The derivative of \( 5ab^3 \) with respect to \( b \) is \( 15ab^2 \) because \( a \) is a constant factor.For \( 7(1.4^b) \), using the chain rule: the derivative of \( 1.4^b \) with respect to \( b \) is \( 1.4^b \ln(1.4) \).Therefore, \( \frac{\partial k}{\partial b} = 15ab^2 + 7(1.4^b \ln(1.4)) \).
04

Evaluate \( \left.\frac{\partial k}{\partial b}\right|_{a=6} \)

Substitute \( a = 6 \) into the expression for \( \frac{\partial k}{\partial b} \) found in Step 3. This gives\[ \left.\frac{\partial k}{\partial b}\right|_{a=6} = 15(6)b^2 + 7(1.4^b \ln(1.4)) = 90b^2 + 7(1.4^b \ln(1.4)) \].

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Key Concepts

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

Multivariable Functions
In mathematics, a multivariable function is one that involves more than one input variable. Notably, these functions allow us to explore and model real-world situations with multiple changing components. In the exercise, we are dealing with the function \( k(a, b) = 5ab^3 + 7(1.4^b) \), which depends on the variables \( a \) and \( b \). Each variable represents a different dimension in its behavior and effect on the function's output.

Understanding multivariable functions is crucial because most natural phenomena are complex and influenced by more than one factor. With multivariable functions, you can:
  • Explore the effects of changing one or more variable values.
  • Find out how a function reacts to variations, providing insight into its sensitivity.
  • Use graphical illustrations to visualize the interaction between variables in three-dimensional space.
Exploring how these functions behave under different conditions is the stepping stone for advanced topics like optimization and modeling in engineering, physics, and economics.
Chain Rule
The Chain Rule is a fundamental calculus concept essential for differentiating complex functions. It allows us to take derivatives of compositions of functions, effectively handling scenarios where one function is nested within another.

For example, in the function \( k(a, b) \), when calculating \( \frac{\partial k}{\partial b} \), we encounter the term \( 1.4^b \). While taking the derivative of \( 7(1.4^b) \) with respect to \( b \), the Chain Rule is invaluable. Here's how it comes into play:
  • Identify the outer and inner functions: the outer function is \( 7x \) and the inner function is \( x = 1.4^b \).
  • Differentiate the outer function with respect to the inner: hence, giving the derivative 7.
  • Differentiate the inner function \( 1.4^b \) concerning \( b \): resulting in \( 1.4^b \ln(1.4) \).
  • Multiply these derivatives to get the final term for \( \frac{\partial k}{\partial b} \): yielding \( 7(1.4^b \ln(1.4)) \).
The Chain Rule connects the changes in different layers of a function, empowering us to solve complex differentiation problems seamlessly.
Derivative Calculation
Calculating derivatives, especially partial derivatives, is essential when dealing with multivariable functions. In the provided exercise, the calculation of partial derivatives involves determining how the function \( k(a, b) = 5ab^3 + 7(1.4^b) \) changes as each variable changes, while the others remain constant.

Key steps in derivative calculations include:
  • Identify the function and the variable you are differentiating concerning.
  • For \( \frac{\partial k}{\partial a} \): treating \( b \) as constant, you differentiate to get \( 5b^3 \).
  • For \( \frac{\partial k}{\partial b} \): treating \( a \) as constant, apply the Chain Rule as noted previously, resulting in \( 15ab^2 + 7(1.4^b \ln(1.4)) \).
  • Evaluate specific instances or conditions: for example, \( \left.\frac{\partial k}{\partial b}\right|_{a=6} \) involves plugging 6 for \( a \) in the derivative expression found.
Mastering derivative calculations provides insight into how a system described by a function dynamically changes, fostering understanding in fields such as physics, engineering, and economics where multivariable functions are prevalent.

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Most popular questions from this chapter

Cost The cost of having specialty T-shirts made depends on the number of colors used in the T-shirt design and the number of T-shirts being ordered. A function giving the cost per T-shirt (the average cost) when \(c\) colors are used and \(n\) T-shirts are ordered is $$ A(c, n)=\left(-0.02 c^{2}+0.35 c+0.99\right)\left(0.99897^{n}\right) $$ \(+0.46 c+2.57\) dollars (Source: Based on data compiled from 1993 prices at Tigertown Graphics, Inc., Clemson, \(\mathrm{SC}\) ) a. Calculate the average cost when 250 T-shirts are printed with 6 colors. b. When 250 T-shirts are printed with 6 colors, how quickly is the average cost changing when more \(T\) -shirts are printed? c. Write a formula for \(\frac{d n}{d c}\). If average cost is to remain constant, would \(\frac{d n}{d c}\) be positive or negative? Explain. d. A fraternity is planning to buy 5004 -color shirts. One of the members has proposed several alternative designs, some using more and some fewer than 4 colors. Use \(\frac{d n}{d c}\) to approximate the change in order size needed to compensate for an increase or decrease in the number of colors if the average cost per T-shirt is to remain constant.

Future Value The value \(F(r, t)\) of an investment of 1 million dollars with an annual yield of \(100 r \%\) is given by the function \(F(r, t)=(1+r)^{t}\) million dollars. a. Write the partial derivative \(\frac{\partial F}{\partial t}\). What are the units on \(\frac{\partial F}{\partial t}\) ? b. Write the partial derivative \(\frac{\partial F}{\partial r}\). What are the units on \(\frac{\partial F}{\partial r}\) ? c. How quickly will the value of the investment be changing with respect to time 5 years after the investment is made if the investment yields \(15 \%\) annually? d. Illustrate the answer to part \(c\).

Sausage Shrinkage The percentage of cooking loss in sausage can be modeled as $$ p(w, s)=10.65+1.13 w+1.04 s-5.83 \text { ws percent } $$ when \(w\) and \(s\) represent the proportions of whey protein and skim milk powder, respectively, used in the sausage. (Source: M. R. Filckjaer, T. Naes, and P. Baardseth, "Milk Proteins Affect Yield and Sensory Quality of Cooked Sausages," Journal of Food Science, vol. \(61,\) no. \(3(1996),\) pp. \(660-666)\) a. Write a general formula for contour curves for \(p\). b. Sketch a contour graph for percentages 10.6,10.7 \(10.8,10.9,\) and \(11.0 .\) Because \(w\) and \(s\) are proportions, they should be graphed from 0 to 1 .

Price Index In \(1986,\) Cotterill developed a model for measuring the performance of supermarkets by considering their price index level. The price index level was an aggregate of 121 representative prices. The lowest-price supermarket was assigned a price index of 100 . According to the Cotterill study, the price index level of an independent supermarket can be modeled as $$ \begin{aligned} P(c, d, p, s)=& 109.168-0.730 s+0.027 s^{2} \\ &+0.002 d-0.041 p+0.175 c \end{aligned} $$ where the supermarket has \(s\) thousand square feet of sales space and is \(d\) miles from the warehouse, and the consumer base grew by \(p\) thousand people in 10 years and had a per capita income of \(c\) thousand dollars. Assume that the distance from a supermarket to its distribution warehouse is 100 miles and that the consumer base grew by 10,000 people in 10 years. (Source: \(\mathrm{P}\). G. Helmberger and \(\mathrm{J}\). P. Chavas, The Economics of Agricultural Prices, Upper Saddle River, NJ: Prentice-Hall, 1996 ) a. Write an equation for \(P(c, s)=P(c, 100,10, s)\). b. Draw the 110 contour curve for \(P(c, s)\) for supermarkets containing between 5000 and 25,000 square feet of sales space.

For Activities 9 through \(16,\) write formulas for the indicated partial derivatives for each of the multivariable functions. \(k(x, y)=x \ln (x+y)\) a. \(\frac{\partial k}{\partial x}\) b. \(\frac{\partial k}{\partial y}\) c. \(\left.\frac{\partial k}{\partial y}\right|_{x=3}\) d. \(\left.\frac{\partial k}{\partial y}\right|_{(x, y)=(3,2)}\)

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