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Mathematics LibreTexts

4.E: Exponential and Logarithmic Functions (Exercises)

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    4.1: Exponential Functions

    When populations grow rapidly, we often say that the growth is “exponential,” meaning that something is growing very rapidly. To a mathematician, however, the term exponential growth has a very specific meaning. In this section, we will take a look at exponential functions, which model this kind of rapid growth.

    Verbal

    1) Explain why the values of an increasing exponential function will eventually overtake the values of an increasing linear function.

    Answer:

    Linear functions have a constant rate of change. Exponential functions increase based on a percent of the original.

    2) Given a formula for an exponential function, is it possible to determine whether the function grows or decays exponentially just by looking at the formula? Explain.

    3)The Oxford Dictionary defines the word nominal as a value that is “stated or expressed but not necessarily corresponding exactly to the real value.” Develop a reasonable argument for why the term nominal rate is used to describe the annual percentage rate of an investment account that compounds interest.

    Answer:

    When interest is compounded, the percentage of interest earned to principal ends up being greater than the annual percentage rate for the investment account. Thus, the annual percentage rate does not necessarily correspond to the real interest earned, which is the very definition of nominal.

    Algebraic

    For the following exercises, identify whether the statement represents an exponential function. Explain.

    4) The average annual population increase of a pack of wolves is \(25\).

    5) A population of bacteria decreases by a factor of \(\frac{1}{8}\) every \(24\) hours.

    Answer:

    exponential; the population decreases by a proportional rate.

    6) The value of a coin collection has increased by \(3.25\%\)annually over the last \(20\) years.

    7) For each training session, a personal trainer charges his clients \(\$5\) less than the previous training session.

    Answer:

    not exponential; the charge decreases by a constant amount each visit, so the statement represents a linear function.

    8) The height of a projectile at time \(t\) is represented by the function \(h(t)= -4.9t^2 + 18t + 40\)

    For the following exercises, consider this scenario: For each year

    9) Which forest’s population is growing at a faster rate?

    Answer:

    The forest represented by the function

    10) Which forest had a greater number of trees initially? By how many?

    11) Assuming the population growth models continue to represent the growth of the forests, which forest will have a greater number of trees after \(20\) years? By how many?

    Answer:

    After

    12) Assuming the population growth models continue to represent the growth of the forests, which forest will have a greater number of trees after \(100\)years? By how many?

    13) Discuss the above results from the previous four exercises. Assuming the population growth models continue to represent the growth of the forests, which forest will have the greater number of trees in the long run? Why? What are some factors that might influence the long-term validity of the exponential growth model?

    Answer:

    Answers will vary. Sample response: For a number of years, the population of forest A will increasingly exceed forest B, but because forest B actually grows at a faster rate, the population will eventually become larger than forest A and will remain that way as long as the population growth models hold. Some factors that might influence the long-term validity of the exponential growth model are drought, an epidemic that culls the population, and other environmental and biological factors.

    For the following exercises, determine whether the equation represents exponential growth, exponential decay, or neither. Explain.

    14)

    15)

    Answer:

    exponential growth; The growth factor, \(1.06\) is greater than

    16) \(y=16.5(1.025)^{\frac{1}{x}}\)

    17) \(y=11,701(0.97)^t\)

    Answer:

    exponential decay; The decay factor,

    For the following exercises, find the formula for an exponential function that passes through the two points given.

    18)

    19) \((0,2000)\)and

    Answer:

    \(f(x)=2000(0.1)^x\)

    20) \(\left (−1,\frac{3}{2} \right )\) and \((3,24)\)

    21) \(

    Answer:

    \(f(x)=\left ( \frac{1}{6} \right )^{-\frac{3}{5}} \left ( \frac{1}{6} \right )^{\frac{x}{5}}\approx 2.93 (0.699)^x\)

    22) \((3,1)\) and \((5,4)\)

    For the following exercises, determine whether the table could represent a function that is linear, exponential, or neither. If it appears to be exponential, find a function that passes through the points.

    23)

    1 2 3 4
    70 40 10 -20
    Answer:

    Linear

    24)

    1 2 3 4
    70 49 34.3 24.01

    25)

    1 2 3 4
    80 61 42.9 25.61
    Answer:

    Neither

    26)

    1 2 3 4
    10 20 40 80

    27)

    1 2 3 4
    -3.25 2 7.25 12.5
    Answer:

    Linear

    For the following exercises, use the compound interest formula,

    28) After a certain number of years, the value of an investment account is represented by the equation

    29) What was the initial deposit made to the account in the previous exercise?

    Answer:

    \(\$10,250\)

    30) How many years had the account from the previous exercise been accumulating interest?

    31) An account is opened with an initial deposit of \(\$6,500\) and earns

    Answer:

    \(\$13,268.58\)

    32) How much more would the account in the previous exercise have been worth if the interest were compounding weekly?

    33) Solve the compound interest formula for the principal,

    Answer:

    \(P=A(t)\cdot \left (1+ \frac{r}{n} \right )^{-nt}\)

    34) Use the formula found in the previous exercise to calculate the initial deposit of an account that is worth

    35) How much more would the account in the previous two exercises be worth if it were earning interest for \(5\)

    Answer:

    \(\$4,572.56\)

    36) Use properties of rational exponents to solve the compound interest formula for the interest rate,

    37) Use the formula found in the previous exercise to calculate the interest rate for an account that was compounded semi-annually, had an initial deposit of \(\$9,000\) and was worth \(\$13,373.53\) after \(10\) years.

    Answer:

    \(4\%\)

    38) Use the formula found in the previous exercise to calculate the interest rate for an account that was compounded monthly, had an initial deposit of \(\$5,500\), and was worth \(\$38,455\) after \(30\) years.

    For the following exercises, determine whether the equation represents continuous growth, continuous decay, or neither. Explain.

    39) \(y=3742(e)^{0.75t}\)

    Answer:

    continuous growth; the growth rate is greater than

    40) \(y=150(e)^{\frac{3.25}{t}}\)

    41) \(y=2.25(e)^{-2t}\)

    Answer:

    continuous decay; the growth rate is less than

    42) Suppose an investment account is opened with an initial deposit of

    43) How much less would the account from Exercise 42 be worth after

    Answer:

    \(\$669.42\)

    Numeric

    For the following exercises, evaluate each function. Round answers to four decimal places, if necessary.

    44) \(f(x)=2(5)^x\) for \(f(-3)\)

    45) \(f(x)=-4^{2x+3}\) for \(f(-1)\)

    Answer:

    \(f(-1)=-4\)

    46) \(f(x)=e^x\), for \(f(3)\)

    47) \(f(x)=-2e^{x-1}\), for \(f(-1)\)

    Answer:

    \(f(-1)\approx -0.2707\)

    48) \(f(x)=2.7(4)^{-x+1}+1.5\), for \(f(-2)\)

    49) \(f(x)=1.2e^{2x}-0.3\), for \(f(3)\)

    Answer:

    \(f(3)\approx 483.8146\)

    50) \(f(x)=-\frac{3}{2}(3)^{-x}+\frac{3}{2}\), for \(f(2)\)

    Technology

    For the following exercises, use a graphing calculator to find the equation of an exponential function given the points on the curve.

    51) \((0,3)\) and \((3,375)\)

    Answer:

    \(y=3\cdot 5^x\)

    52) \((3,222.62)\) and \((10,77.456)\)

    53) \((20,29.495)\) and \((150,730.89)\)

    Answer:

    \(y\approx 18\cdot 1.025^x\)

    54) \((5,2.909)\) and \((13,0.005)\)

    55) ((11,310.035)\) and \((25,356.3652)\)

    Answer:

    \(y\approx 0.2\cdot 1.95^x\)

    Extensions

    56) The annual percentage yield (APY) of an investment account is a representation of the actual interest rate earned on a compounding account. It is based on a compounding period of one year. Show that the APY of an account that compounds monthly can be found with the formula

    57) Repeat the previous exercise to find the formula for the APY of an account that compounds daily. Use the results from this and the previous exercise to develop a function \(I(n)\)for the APY of any account that compounds \(n\)times per year.

    Answer:

    \(\begin{align*} APY &= \frac{A(t)-a}{a}\\ &= \frac{a\left ( 1+\frac{r}{365} \right )^{365(1)}-a}{a}\\ &= \frac{a\left [\left ( 1+\frac{r}{365} \right )^{365}-1 \right ]}{a}\\ &= \left ( 1+\frac{r}{365} \right )^{365}-1 \end{align*}\); \(I(n)=\left ( 1+\frac{r}{n} \right )^n - 1\)

    58) Recall that an exponential function is any equation written in the form \(f(x)=a\cdot b^x\)

    59) In an exponential decay function, the base of the exponent is a value between \(0\) and \(1\). Thus, for some number

    Answer:

    Let \(f\) be the exponential decay function

    \(\begin{align*} f(x) &= a\cdot \left (\frac{1}{b} \right )^x \\ &= a \left (b^{-1} \right )^x\\ &= a\left ( (e^n)^{-1} \right )^x\\ &= a\left ( e^{-n} \right )^x\\ &= a(e)^{-nx} \end{align*}\)

    60) The formula for the amount \(A\)

    61) The fox population in a certain region has an annual growth rate of \(9\%\) per year. In the year 2012, there were \(23,900\) fox counted in the area. What is the fox population predicted to be in the year 2020?

    Answer:

    \(47,622\) fox

    62) A scientist begins with \(100\) milligrams of a radioactive substance that decays exponentially. After \(35\) hours, \(50\)mg of the substance remains. How many milligrams will remain after \(54\) hours?

    63) In the year 1985, a house was valued at \(\$110,000\). By the year 2005, the value had appreciated to \(\$145,000\). What was the annual growth rate between 1985 and 2005? Assume that the value continued to grow by the same percentage. What was the value of the house in the year 2010?

    Answer:

    \(1.39\%\); \(\$155,368.09\)

    64) A car was valued at \(\$38,000\) in the year 2007. By 2013, the value had depreciated to \(\$11,000\) If the car’s value continues to drop by the same percentage, what will it be worth by 2017?

    65) Jamal wants to save \(\$54,000\) for a down payment on a home. How much will he need to invest in an account with \(8.2\%\) APR, compounding daily, in order to reach his goal in \(5\) years?

    Answer:

    \(\$35,838.76\)

    66) Kyoko has \(\$10,000\) that she wants to invest. Her bank has several investment accounts to choose from, all compounding daily. Her goal is to have \(\$15,000\) by the time she finishes graduate school in \(6\) years. To the nearest hundredth of a percent, what should her minimum annual interest rate be in order to reach her goal? (Hint: solve the compound interest formula for the interest rate.)

    67) Alyssa opened a retirement account with \(7.25\%\) APR in the year 2000. Her initial deposit was \(\$13,500\). How much will the account be worth in 2025 if interest compounds monthly? How much more would she make if interest compounded continuously?

    Answer:

    \(\$82,247.78\); \(\$449.75\)

    68) An investment account with an annual interest rate of \(7\%\) was opened with an initial deposit of \(\$4,000\) Compare the values of the account after \(9\) years when the interest is compounded annually, quarterly, monthly, and continuously.

    4.2: Graphs of Exponential Functions

    As we discussed in the previous section, exponential functions are used for many real-world applications such as finance, forensics, computer science, and most of the life sciences. Working with an equation that describes a real-world situation gives us a method for making predictions. Most of the time, however, the equation itself is not enough. We learn a lot about things by seeing their pictorial representations, and that is exactly why graphing exponential equations is a powerful tool.

    Verbal

    1) What role does the horizontal asymptote of an exponential function play in telling us about the end behavior of the graph?

    Answer:

    An asymptote is a line that the graph of a function approaches, as \(x\) either increases or decreases without bound. The horizontal asymptote of an exponential function tells us the limit of the function’s values as the independent variable gets either extremely large or extremely small.

    2) What is the advantage of knowing how to recognize transformations of the graph of a parent function algebraically?

    Algebraic

    3) The graph of \(f(x) = 3^x\)is reflected about the \(y\)-axis and stretched vertically by a factor of \(4\).What is the equation of the new function, \(g(x)\).State its \(y\)-intercept, domain, and range.

    Answer:

    4) The graph of \(f(x)=\left ( \frac{1}{2} \right )^{-x}\)is reflected about the \(y\)-axis and compressed vertically by a factor of \(\left ( \frac{1}{5} \right )\).What is the equation of the new function, \(g(x)\)?State its \(y\)-intercept, domain, and range.

    5) The graph of \(f(x)=10^x\) is reflected about the \(x\)-axis and shifted upward \(7\) units. What is the equation of the new function, \(g(x)\)?State its \(y\)-intercept, domain, and range.

    Answer:

    6) The graph of \(f(x)=(1.68)^x\) is shifted right \(3\) units, stretched vertically by a factor of

    7) The graph of \(f(x)=2\left ( \frac{1}{4} \right )^{x-20}\) is shifted left \(2\) units, stretched vertically by a factor of \(4\),reflected about the \(x\)-axis, and then shifted downward \(4\) units. What is the equation of the new function, \(g(x)\)?

    Answer:

    Graphical

    For the following exercises, graph the function and its reflection about the \(y\)-axis on the same axes, and give the \(y\)-intercept.

    8) \(f(x)=3\left ( \frac{1}{2} \right )^x\)

    9) \(g(x)=-2(0.25)^x\)

    Answer:

    CNX_PreCalc_Figure_04_02_202.jpg

    \(y\)-intercept: \((0,-2)\)

    10) \(h(x)=6(1.75)^{-x}\)

    For the following exercises, graph each set of functions on the same axes.

    11) \(f(x)=3\left ( \frac{1}{4} \right )^x, g(x)=3(2)^x, h(x)=3(4)^x\)

    Answer:

    CNX_PreCalc_Figure_04_02_204.jpg

    12) \(f(x)=\frac{1}{4}(3)^x, g(x)=2(3)^x, h(x)=4(3)^x\)

    For the following exercises, match each function with one of the graphs in Figure below.

    CNX_PreCalc_Figure_04_02_206.jpg

    13) \(f(x)=2(0.69)^x\)

    Answer:

    B

    14) \(f(x)=2(1.28)^x\)

    15) \(f(x)=2(0.81)^x\)

    Answer:

    A

    16) \(f(x)=4(1.28)^x\)

    17) \(f(x)=2(1.59)^x\)

    Answer:

    E

    18) \(f(x)=4(0.69)^x\)

    For the following exercises, use the graphs shown in Figure below. All have the form \(f(x)=ab^x\).

    CNX_PreCalc_Figure_04_02_207.jpg

    19) Which graph has the largest value for \(b\)

    Answer:

    D

    20) Which graph has the smallest value for \(b\)?

    21) Which graph has the largest value for \(a\)?

    Answer:

    C

    22) Which graph has the smallest value for \(a\)?

    For the following exercises, graph the function and its reflection about the \(x\)-axis on the same axes.

    23) \(f(x)=\frac{1}{2}(4)^x\)

    Answer:

    CNX_PreCalc_Figure_04_02_208.jpg

    24) \(f(x)=3(0.75)^x-1\)

    25) \(f(x)=-4(2)^x+2\)

    Answer:

    CNX_PreCalc_Figure_04_02_210.jpg

    For the following exercises, graph the transformation of \(f(x)=2^x\) .Give the horizontal asymptote, the domain, and the range.

    26) \(f(x)=2^{-x}\)

    27) \(h(x)=2^x+3\)

    Answer:

    CNX_PreCalc_Figure_04_02_212.jpg

    Horizontal asymptote: \(h(x)=3\); Domain: all real numbers; Range: all real numbers strictly greater than \(3\).

    28) \(f(x)=2^{x-2}\)

    For the following exercises, describe the end behavior of the graphs of the functions.

    29) \(f(x)=-5(4)^x-1\)

    Answer:

    As \(x\rightarrow \infty , f(x)\rightarrow -\infty\)

    As \(x\rightarrow -\infty , f(x)\rightarrow -1\)

    30) \(f(x)=3\left ( \frac{1}{2} \right )^x-2\)

    31) \(f(x)=3(4)^{-x}+2\)

    Answer:

    As \(x\rightarrow \infty , f(x)\rightarrow 2\)

    As \(x\rightarrow -\infty , f(x)\rightarrow \infty\)

    For the following exercises, start with the graph of \(f(x)=4^x\) .Then write a function that results from the given transformation.

    32) Shift \(f(x)\) \(4\) units upward

    33) Shift \(f(x)\) \(3\) units downward

    Answer:

    \(f(x)=4^x-3\)

    34) Shift \(f(x)\) \(2\) units left

    35) Shift \(f(x)\) \(5\) units right

    Answer:

    \(f(x)=4^{x-5}\)

    36) Reflect \(f(x)\) about the \(x\)-axis

    37) Reflect \(f(x)\) about the \(y\)-axis

    Answer:

    \(f(x)=4^{-x}\)

    For the following exercises, each graph is a transformation of \(f(x)=2^x\) .Write an equation describing the transformation.

    38)

    CNX_PreCalc_Figure_04_02_214.jpg

    39)

    CNX_PreCalc_Figure_04_02_215.jpg

    Answer:

    \(y=-2^x+3\)

    40)

    CNX_PreCalc_Figure_04_02_216.jpg

    For the following exercises, find an exponential equation for the graph.

    41)

    CNX_PreCalc_Figure_04_02_217.jpg

    Answer:

    \(y=-2(3)^x+7\)

    42)

    CNX_PreCalc_Figure_04_02_218.jpg

    Numeric

    For the following exercises, evaluate the exponential functions for the indicated value of \(x\).

    43) \(g(x)=\frac{1}{3}(7)^{x-2}\) for \(g(6)\).

    Answer:

    \(g(6)=800+\frac{1}{3}\approx 800.3333\)

    44) \(f(x)=4(2)^{x-1}-2\) for \(f(5)\).

    45) \(h(x)=-\frac{1}{2}\left ( \frac{1}{2} \right )^x+6\) for \(h(-7)\).

    Answer:

    \(h(-7)=-58\)

    Technology

    For the following exercises, use a graphing calculator to approximate the solutions of the equation. Round to the nearest thousandth.

    46) \(-50=\left ( \frac{1}{2} \right )^{-x}\)

    47) \(116=\left ( \frac{1}{4} \right )\left ( \frac{1}{8} \right )^x\)

    Answer:

    \(x\approx -2.953\)

    48) \(12=2(3)^x+1\)

    49) \(5=3\left ( \frac{1}{2} \right )^{x-1}-2\)

    Answer:

    \(x\approx -0.222\)

    50) \(-30=-4(2)^{x+2}+2\)

    Extensions

    51) Explore and discuss the graphs of

    Answer:

    The graph of \(G(x)=\left ( \frac{1}{b} \right )^x\) is the refelction about the \(y\)-axis of the graph of \(F(x)=(b)^x\); For any real number \(b>0\) and function \(f(x)=(b)^x\), the graph of \(\left ( \frac{1}{b} \right )^x\) is the the reflection about the \(y\)-axis, \(F(-x)\).

    52) Prove the conjecture made in the previous exercise.

    53) Explore and discuss the graphs of \(f(x) = 4^x\), \(g(x)=4^{x-2}\), and \(h(x)=\left ( \frac{1}{16} \right )4^x\). Then make a conjecture about the relationship between the graphs of the functions \(b^x\) and \(\left ( \frac{1}{b^n} \right )b^x\) for any real number \(n\) and real number \(b>0\).

    Answer:

    The graphs of \(g(x)\) and \(h(x)\) are the same and are a horizontal shift to the right of the graph of \(f(x)\); For any real number \(n\), real number \(b>0\), and function \(f(x)=b^x\), the graph of \(\left ( \frac{1}{b^n} \right )b^x\) is the horizontal shift \(f(x-n)\).

    54) Prove the conjecture made in the previous exercise.

    4.3: Logarithmic Functions

    The inverse of an exponential function is a logarithmic function, and the inverse of a logarithmic function is an exponential function.

    Verbal

    1) What is a base \(b\) logarithm? Discuss the meaning by interpreting each part of the equivalent equations \(b^y=x\) and \(\log _bx=y\) for \(b>0, b\neq 1\)

    Answer

    A logarithm is an exponent. Specifically, it is the exponent to which a base \(b\) is raised to produce a given value. In the expressions given, the base \(b\) has the same value. The exponent, \(y\), in the expression \(b^y\) can also be written as the logarithm, \(\log _bx=y\),and the value of \(x\) is the result of raising \(b\) to the power of \(y\).

    2) How is the logarithmic function \(f(x)=\log _bx\) related to the exponential function \(g(x)=b^x\)? What is the result of composing these two functions?

    3) How can the logarithmic equation \(\log _bx=y\) be solved for \(x\) using the properties of exponents?

    Answer

    Since the equation of a logarithm is equivalent to an exponential equation, the logarithm can be converted to the exponential equation \(b^y = x\), and then properties of exponents can be applied to solve for \(x\).

    4) Discuss the meaning of the common logarithm. What is its relationship to a logarithm with base \(b\), and how does the notation differ?

    5) Discuss the meaning of the natural logarithm. What is its relationship to a logarithm with base \(b\), and how does the notation differ?

    Answer

    The natural logarithm is a special case of the logarithm with base \(b\) in that the natural log always has base \(e\).Rather than notating the natural logarithm as \(\log_{e}(x)\),the notation used is \(\ln (x)\).

    Algebraic

    For the following exercises, rewrite each equation in exponential form.

    6) \(\log_{4}(q)=m\)

    7) \(\log_{a}(b)=c\)

    Answer

    \(a^c=b\)

    8) \(\log_{16}(y)=x\)

    9) \(\log_{x}(64)=y\)

    Answer

    \(x^y=64\)

    10) \(\log_{y}(x)=-11\)

    11) \(\log_{15}(a)=b\)

    Answer

    \(15^b=a\)

    12) \(\log_{y}(137)=x\)

    13) \(\log_{13}(142)=a\)

    Answer

    \(13^a=142\)

    14) \(\log(v)=t\)

    15) \(\ln(w)=n\)

    Answer

    \(e^n=w\)

    For the following exercises, rewrite each equation in logarithmic form.

    16) \(4^x=y\)

    17) \(c^d=k\)

    Answer

    \(\log_{c}(k)=d\)

    18) \(m^{-7}=n\)

    19) \(19^x=y\)

    Answer

    \(\log_{19}(y)=x\)

    20) \(x^{-\frac{10}{13}}=y\)

    21) \(n^4 = 103\)

    Answer

    \(\log_{n}(103)=4\)

    22) \(\left ( \dfrac{7}{5} \right )^m=n\)

    23) \(y^x=\dfrac{39}{100}\)

    Answer

    \(\log_{y}\left ( \dfrac{39}{100} \right )=x\)

    24) \(10^a=b\)

    25) \(e^k=h\)

    Answer

    \(\ln(w)=n\)

    For the following exercises, solve for \(x\) by converting the logarithmic equation to exponential form.

    26) \(\log_{3}(x)=2\)

    27) \(\log_{2}(x)=-3\)

    Answer

    \(x=2^{-3}=\dfrac{1}{8}\)

    28) \(\log_{5}(x)=2\)

    29) \(\log_{3}(x)=3\)

    Answer

    \(x = 3^3 = 27\)

    30) \(\log_{2}(x)=6\)

    31) \(\log_{9}(x)=\dfrac{1}{2}\)

    Answer

    \(x=9^{\frac{1}{2}}=3\)

    32) \(\log_{18}(x)=2\)

    33) \(\log_{6}(x)=-3\)

    Answer

    \(x=6^{-3}=\dfrac{1}{216}\)

    34) \(\log (x)=3\)

    35) \(\ln(x)=2\)

    Answer

    \(x=e^2\)

    For the following exercises, use the definition of common and natural logarithms to simplify.

    36) \(\log (100^8)\)

    37) \(10^{\log (32)}\)

    Answer

    \(32\)

    38) \(2\log (.0001)\)

    39) \(e^{\ln (1.06)}\)

    Answer

    \(1.06\)

    40) \(\ln (e^{-5.03})\)

    41) \(e^{\ln (10.125)}+4\)

    Answer

    \(14.125\)

    Numeric

    For the following exercises, evaluate the base \(b\) logarithmic expression without using a calculator.

    42) \(\log _3\left ( \frac{1}{27} \right )\)

    43) \(\log _6(\sqrt{6})\)

    Answer

    \(\dfrac{1}{2} \)

    44) \(\log _2\left ( \frac{1}{8} \right )+4\)

    45) \(6\log _8(4)\)

    Answer

    \(4\)

    For the following exercises, evaluate the common logarithmic expression without using a calculator.

    46) \(\log (10,000)\)

    47) \(\log (0.001)\)

    Answer

    \(-3\)

    48) \(\log (1)+7\)

    49) \(2\log (100^{-3})\)

    Answer

    \(-12\)

    For the following exercises, evaluate the natural logarithmic expression without using a calculator.

    50) \(\ln \left ( e^{\frac{1}{3}} \right )\)

    51) \(\ln (1)\)

    Answer

    \(0\)

    52) \(\ln \left ( e^{-0.225} \right )-3\)

    53) \(25\ln \left ( e^{\frac{2}{5}} \right )\)

    Answer

    \(10\)

    Technology

    For the following exercises, evaluate each expression using a calculator. Round to the nearest thousandth.

    54) \(\log (0.04)\)

    55) \(\ln (15)\)

    Answer

    \(2.708\)

    56) \(\ln \left ( {\frac{4}{5}} \right )\)

    57) \(\log (\sqrt{2})\)

    Answer

    \(0.151\)

    58) \(\ln (\sqrt{2})\)

    Extensions

    59) Is \(x=0\)

    Answer

    No, the function has no defined value for \(x=0\). To verify, suppose \(x=0\) is in the domain of the function \(f(x)=\log (x)\). Then there is some number \(n\) such that \(n=\log(0)\). Rewriting as an exponential equation gives: \(10^n=0\), which is impossible since no such real number \(n\) exists. Therefore, \(x=0\) is not the domain of the function \(f(x)=\log (x)\).

    60) Is \(f(x)=0\) in the range of the function \(f(x)=\log (x)\)

    61) Is there a number \(x\) such that \(\ln x = 2\)? If so, what is that number? Verify the result.

    Answer

    Yes. Suppose there exists a real number \(x\) such that \(\ln x = 2\).Rewriting as an exponential equation gives \(x=e^2\), which is a real number. To verify, let \(x=e^2\).Then, by definition, \(\ln (x)=\ln \left ( e^2 \right ) = 2\).

    62) Is the following true: \(\frac{\log _3(27)}{\log _4\left ( \frac{1}{64} \right )}=-1\) Verify the result.

    63) Is the following true:

    Answer

    No; \(\ln (1) =0\), so \(\frac{\ln (e^{1.725})}{\ln (1)}=1.725\) is undefined.

    Real-World Applications

    64) The exposure index \(EI\) for a \(35\) millimeter camera is a measurement of the amount of light that hits the film. It is determined by the equation \(EI=\log _2\left ( \frac{f^2}{t} \right )\), where \(f\) is the “f-stop” setting on the camera, and \(t\) is the exposure time in seconds. Suppose the f-stop setting is \(8\) and the desired exposure time is \(2\)seconds. What will the resulting exposure index be?

    65) Refer to the previous exercise. Suppose the light meter on a camera indicates an \(EI\) of

    Answer

    \(2\)

    66) The intensity levels \(I\) of two earthquakes measured on a seismograph can be compared by the formula \(\log \left ( \frac{I_1}{I_2} \right )=M_1-M_2\)where \(M\) is the magnitude given by the Richter Scale. In August 2009, an earthquake of magnitude \(6.1\) hit Honshu, Japan. In March 2011, that same region experienced yet another, more devastating earthquake, this time with a magnitude of \(9.0\). How many times greater was the intensity of the 2011 earthquake? Round to the nearest whole number.

    4.4: Graphs of Logarithmic Functions

    In this section we will discuss the values for which a logarithmic function is defined, and then turn our attention to graphing the family of logarithmic functions.

    Verbal

    1) The inverse of every logarithmic function is an exponential function and vice-versa. What does this tell us about the relationship between the coordinates of the points on the graphs of each?

    Answer

    Since the functions are inverses, their graphs are mirror images about the line \(y-x\).So for every point \((a,b)\) on the graph of a logarithmic function, there is a corresponding point \((b,a)\) on the graph of its inverse exponential function.

    2) What type(s) of translation(s), if any, affect the range of a logarithmic function?

    3) What type(s) of translation(s), if any, affect the domain of a logarithmic function?

    Answer

    Shifting the function right or left and reflecting the function about the \(y\)-axis will affect its domain.

    4) Consider the general logarithmic function \(f(x)=\log _b(x)\).Why can’t \(x\) be zero?

    5) Does the graph of a general logarithmic function have a horizontal asymptote? Explain.

    Answer

    No. A horizontal asymptote would suggest a limit on the range, and the range of any logarithmic function in general form is all real numbers.

    Algebraic

    For the following exercises, state the domain and range of the function.

    6) \(f(x)=\log _3(x+4)\)

    7) \(h(x)=\ln \left ( \dfrac{1}{2}-x \right )\)

    Answer

    Domain: \(\left ( -\infty , \dfrac{1}{2} \right )\); Range: \((-\infty , \infty )\)

    8) \(g(x)=\log _5(2x+9)-2\)

    9) \(h(x)=\ln (4x+17)-5\)

    Answer

    Domain: \(\left ( -\dfrac{17}{4}, \infty \right )\); Range: \((-\infty , \infty )\)

    10) \(f(x)=\log _2 (12-3x)-3\)

    For the following exercises, state the domain and the vertical asymptote of the function.

    11) \(f(x)=\log _b (x-5)\)

    Answer

    Domain: \((5, \infty )\); Vertical asymptote: \(x=5\)

    12) \(g(x)=\ln (3-x)\)

    13) \(f(x)=\log (3x+1)\)

    Answer

    Domain: \(\left ( -\dfrac{1}{3}, \infty \right )\); Vertical asymptote: \(x=-\dfrac{1}{3}\)

    14) \(f(x)=3\log (-x)+2\)

    15) \(g(x)=-\ln (3x+9)-7\)

    Answer

    Domain: \((-3, \infty )\); Vertical asymptote: \(x=-3\)

    For the following exercises, state the domain, vertical asymptote, and end behavior of the function.

    16) \(f(x)=\ln (2-x)\)

    17) \(f(x)=\log \left ( x-\dfrac{3}{7} \right )\)

    Answer

    Domain: \(\left ( \dfrac{3}{7},\infty \right )\)

    Vertical asymptote: \(x=\dfrac{3}{7}\)

    End behavior: as \(x\rightarrow \left (\dfrac{3}{7} \right )^+\), \(f(x)\rightarrow -\infty\) and as \(x\rightarrow \infty ,f(x)\rightarrow \infty\)

    18) \(h(x)=-\log (3x-4)+3\)

    19) \(g(x)=\ln (2x+6)-5\)

    Answer

    Domain: \(\left ( -3,\infty \right )\)

    Vertical asymptote: \(x=-3\)

    End behavior: as \(x\rightarrow -3^+\), \(f(x)\rightarrow -\infty\) and as \(x\rightarrow \infty ,f(x)\rightarrow \infty\)

    20) \(f(x)=\log_3 (15-5x)+6\)

    For the following exercises, state the domain, range, and x- and y-intercepts, if they exist. If they do not exist, write DNE.

    21) \(h(x)=\log_4 (x-1)+1\)

    Answer

    Domain: \(\left (1,\infty \right )\)

    Range: \(-\infty , \infty \)

    Vertical asymptote: \(x=1\)

    \(x\)-intercept: \(\left ( \dfrac{5}{4},0\right )\)

    \(y\)-intercept: DNE

    22) \(f(x)=\log (5x+10)+3\)

    23) \(g(x)=\ln (-x)-2\)

    Answer

    Domain: \(\left (-\infty ,0 \right )\)

    Range: \(-\infty , \infty \)

    Vertical asymptote: \(x=0\)

    \(x\)-intercept: \(\left ( -e^2,0 \right )\)

    \(y\)-intercept: DNE

    24) \(f(x)=\log_2 (x+2)-5\)

    25) \(h(x)=3\ln (x)-9\)

    Answer

    Domain: \(\left (0,\infty \right )\)

    Range: \(-\infty , \infty \)

    Vertical asymptote: \(x=0\)

    \(x\)-intercept: \(\left ( e^3,0 \right )\)

    \(y\)-intercept: DNE

    Graphical

    For the following exercises, match each function in Figure below with the letter corresponding to its graph.

    Ex. 4.4.26.png

    26) \(d(x)=\log (x)\)

    27) \(f(x)=\ln (x)\)

    Answer

    \(B\)

    28) \(g(x)=\log_2 (x)\)

    29) \(h(x)=\log_5 (x)\)

    Answer

    \(C\)

    30) \(j(x)=\log_{25} (x)\)

    For the following exercises, match each function in Figure with the letter corresponding to its graph.

    Ex 4.4.31.png

    31) \(f(x)=\log_{\frac{1}{3}} (x)\)

    Answer

    \(B\)

    32) \(g(x)=\log_2 (x)\)

    33) \(h(x)=\log_{\frac{3}{4}} (x)\)

    Answer

    \(C\)

    For the following exercises, sketch the graphs of each pair of functions on the same axis.

    34) \(f(x)=\log (x)\) and \(g(x)=10^x\)

    35) \(f(x)=e^x\) and \(g(x)=\ln (x)\)

    Answer

    Ex 4.4.35.png

    For the following exercises, match each function in Figure with the letter corresponding to its graph.

    36) \(f(x)=\log _4(-x+2)\)

    37) \(g(x)=-\log _4(x+2)\)

    Answer

    \(C\)

    38) \(h(x)=\log _4(x+2)\)

    For the following exercises, sketch the graph of the indicated function.

    39) \(f(x)=\log _2(x+2)\)

    Answer

    Ex 4.4.39.png

    40) \(f(x)=2\log (x)\)

    41) \(f(x)=\ln (-x)\)

    Answer

    Ex 4.4.41.png

    42) \(g(x)=\log (4x+16)+4\)

    43) \(g(x)=\log (6-3x)+1\)

    Answer

    Ex 4.4.43.png

    44) \(h(x)=-\dfrac{1}{2}\log (x+1)-3\)

    For the following exercises, write a logarithmic equation corresponding to the graph shown.

    45) Use \(y=\log _2(x)\)as the parent function.

    CNX_PreCalc_Figure_04_02_214.jpg

    Answer

    \(f(x)=\log _2(-(x-1))\)

    46) Use \(f(x)=\log _3(x)\) as the parent function.

    CNX_PreCalc_Figure_04_04_215.jpg

    47) Use \(f(x)=\log _4(x)\) as the parent function.

    CNX_PreCalc_Figure_04_04_216.jpg

    Answer

    \(f(x)=3\log _4(x+2)\)

    48) Use \(f(x)=\log _5(x)\) as the parent function.

    CNX_PreCalc_Figure_04_04_217.jpg

    Technology

    For the following exercises, use a graphing calculator to find approximate solutions to each equation.

    49) \(\log (x-1)+2=\ln (x-1)+2\)

    Answer

    \(x=2\)

    50) \(\log (2x-3)+2=-\log (2x-3)+5\)

    51) \(\ln (x-2)+2=-\ln (x+1)\)

    Answer

    \(x\approx 2.303\)

    52) \(2\ln (5x+1)=\dfrac{1}{2}\ln (-5x)+1\)

    53) \(\dfrac{1}{3}\log (1-x)=\log (x+1)+\dfrac{1}{3}\)

    Answer

    \(x\approx -0.472\)

    Extensions

    54) Let \(b\) be any positive real number such that \(b\neq 1\).What must \(\log _b 1 \)be equal to? Verify the result.

    55) Explore and discuss the graphs of \(f(x)=\log_{\frac{1}{2}}(x)\) and \(g(x)=-\log _2(x)\).Make a conjecture based on the result.

    Answer

    The graphs of \(f(x)=\log_{\frac{1}{2}}(x)\) and \(g(x)=-\log _2(x)\) appear to be the same;

    Conjecture: for any positive base \(b\neq 1\), \(\log_{b}(x)=\log_{\frac{1}{b}}(x)\)

    56) Prove the conjecture made in the previous exercise.

    57) What is the domain of the function \(f(x)=\ln \left (\frac{x+2}{x-4} \right )\)?Discuss the result.

    Answer

    Recall that the argument of a logarithmic function must be positive, so we determine where \(\frac{x+2}{x-4}> 0\). From the graph of the function \(f(x)=\frac{x+2}{x-4}\), note that the graph lies above the \(x\)-axis on the interval \((-\infty ,-2)\) and again to the right of the vertical asymptote, that is \((4,\infty )\). Therefore, the domain is \((-\infty ,-2)\cup (4,\infty )\).

    CNX_Precalc_Figure_04_04_219.jpg

    58) Use properties of exponents to find the \(x\)-intercepts of the function \(f(x)=\log \left ( x^2+4x+4 \right )\) algebraically. Show the steps for solving, and then verify the result by graphing the function.

    4.5: Logarithmic Properties

    Recall that the logarithmic and exponential functions “undo” each other. This means that logarithms have similar properties to exponents. Some important properties of logarithms are given here.

    Verbal

    1) How does the power rule for logarithms help when solving logarithms with the form \(\log _b(\sqrt[n]{x})\)?

    Answer

    Any root expression can be rewritten as an expression with a rational exponent so that the power rule can be applied, making the logarithm easier to calculate. Thus, \(\log _b \left ( x^{\frac{1}{n}} \right ) = \dfrac{1}{n}\log_{b}(x)\).

    2) What does the change-of-base formula do? Why is it useful when using a calculator?

    Algebraic

    For the following exercises, expand each logarithm as much as possible. Rewrite each expression as a sum, difference, or product of logs.

    3) \(\log _b (7x\cdot 2y)\)

    Answer

    \(\log _b (2)+\log _b (7)+\log _b (x)+\log _b (y)\)

    4) \(\ln (3ab\cdot 5c)\)

    5) \(\log_b \left ( \dfrac{13}{17} \right )\)

    Answer

    \(\log _b (13)-\log _b (17)\)

    6) \(\log_4 \left ( \dfrac{\frac{x}{z}}{w} \right )\)

    7) \(\ln \left ( \dfrac{1}{4^k} \right )\)

    Answer

    \(-k\ln(4)\)

    8) \(\log _2 (y^x)\)

    For the following exercises, condense to a single logarithm if possible.

    9) \(\ln (7)+\ln (x)+\ln (y)\)

    Answer

    \(\ln(7xy)\)

    10) \(\log_3(2)+\log_3(a)+\log_3(11)+\log_3(b)\)

    11) \(\log_b(28)-\log_b(7)\)

    Answer

    \(\log_b(4)\)

    12) \(\ln (a)-\ln (d)-\ln (c)\)

    13) \(-\log_b\left ( \dfrac{1}{7} \right )\)

    Answer

    \(\log_b(7)\)

    14) \(\dfrac{1}{3}\ln(8)\)

    For the following exercises, use the properties of logarithms to expand each logarithm as much as possible. Rewrite each expression as a sum, difference, or product of logs.

    15) \(\log \left ( \dfrac{x^{15}y^{13}}{z^{19}} \right )\)

    Answer

    \(15\log (x)+13\log (y)-19\log (z)\)

    16) \(\ln \left ( \frac{a^{-2}}{b^{-4}c^{5}} \right )\)

    17) \(\log \left ( \sqrt{x^3y^{-4}} \right )\)

    Answer

    \(\frac{3}{2}\log (x)-2\log (y)\)

    18) \(\ln \left ( y\sqrt{\frac{y}{1-y}} \right )\)

    19) \(\log \left ( x^2y^3 \sqrt[3]{x^2y^5} \right )\)

    Answer

    \(\dfrac{8}{3}\log (x)+\dfrac{14}{3}\log (y)\)

    For the following exercises, condense each expression to a single logarithm using the properties of logarithms.

    20) \(\log \left ( 2x^4 \right )+\log \left (3x^5 \right )\)

    21) \(\ln \left ( 6x^9 \right )-\ln \left (3x^2 \right )\)

    Answer

    \(\ln \left ( 2x^7 \right )\)

    22) \(2\log (x)+3\log (x+1)\)

    23) \(\log (x)-\dfrac{1}{2}\log (y)+3\log (z)\)

    Answer

    \(\log \left ( \dfrac{xz^3}{\sqrt{y}} \right )\)

    24) \(4\log _7(c)+\dfrac{\log _7(a)}{3}+\dfrac{\log _7(b)}{3}\)

    For the following exercises, rewrite each expression as an equivalent ratio of logs using the indicated base.

    25) \(\log _7(15)\) to base \(e\)

    Answer

    \(\log _7(15)=\dfrac{\ln (15)}{\ln (7)}\)

    26) \(\log _{14}(55.875)\) to base \(10\)

    For the following exercises, suppose \(\log _5(6)=a\) and \(\log _5(11)=b\) .Use the change-of-base formula along with properties of logarithms to rewrite each expression in terms of \(a\) and \(b\) .Show the steps for solving.

    27) \(\log _{11} (5)\)

    Answer

    \(\log _{11} (5)=\dfrac{\log_5 (5)}{\log_5 (11)}=\dfrac{1}{b}\)

    28) \(\log _{6} (55)\)

    29) \(\log _{11}\left (\dfrac{6}{11} \right )\)

    Answer

    \(\log _{11}\left (\dfrac{6}{11} \right )=\dfrac{\log _{11}\left (\frac{6}{11} \right )}{\log _{5}(11)}=\dfrac{\log _{5}(6)-\log _{5}(11)}{\log _{5}(11)}=\dfrac{a-b}{b}=\dfrac{a}{b}-1\)

    Numeric

    For the following exercises, use properties of logarithms to evaluate without using a calculator.

    30) \(\log _3 \left ( \dfrac{1}{9} \right )-3\log _3 (3)\)

    31) \(6\log _8 (2)+\dfrac{\log _8 (64)}{3\log _8 (4)}\)

    Answer

    \(3\)

    32) \(2\log _9 (3)-4\log _9 (3)+\log _9 \left (\dfrac{1}{729} \right )\)

    For the following exercises, use the change-of-base formula to evaluate each expression as a quotient of natural logs. Use a calculator to approximate each to five decimal places.

    33) \(\log _3 (22)\)

    Answer

    \(2.81359\)

    34) \(\log _8 (65)\)

    35) \(\log _6 (5.38)\)

    Answer

    \(0.93913\)

    36) \(\log _4 \left (\dfrac{15}{2} \right )\)

    37) \(\log _{\frac{1}{2}} (4.7)\)

    Answer

    \(-2.23266\)

    Extensions

    38) Use the product rule for logarithms to find all \(x\) values such that \(\log _{12} (2x+6)+\log _{12} (x+2)=2\).Show the steps for solving.

    39) Use the quotient rule for logarithms to find all \(x\) values such that \(\log _{6} (x+2)-\log _{6} (x-3)=1\).Show the steps for solving.

    Answer

    Rewriting as an exponential equation and solving for \(x\):

    \(\begin{align*}
    6^1 &= \frac{x+2}{x-3}\\
    0 &= \frac{x+2}{x-3}-6\\
    0 &= \frac{x+2}{x-3}-\frac{6(x-3)}{(x-3)}\\
    0 &= \frac{x+2-6x+18}{x-3}\\
    0 &= \frac{x-4}{x-3}\\
    x &= 4
    \end{align*}\)

    Checking, we find that \(\log _6(4+2)-\log _6(4-3)=\log _6(6)-\log _6(1)\) is defined, so \(x=4\)

    40) Can the power property of logarithms be derived from the power property of exponents using the equation \(b^x=m\)?If not, explain why. If so, show the derivation.

    41) Prove that \(\log_b(n)=\frac{1}{\log_b(n)}\) for any positive integers \(b>1\) and \(n>1\).

    Answer

    Let \(b\) and \(n\) be positive integers greater than \(1\).Then, by the change-of-base formula, \(\log_b(n)=\frac{\log_n(n)}{\log_n(b)}=\frac{1}{\log_n(b)}\)

    42) Does \(\log_{81}(2401)=\log_3(7)\)?Verify the claim algebraically.

    4.6: Exponential and Logarithmic Equations

    Uncontrolled population growth can be modeled with exponential functions. Equations resulting from those exponential functions can be solved to analyze and make predictions about exponential growth. In this section, we will learn techniques for solving exponential functions.

    Verbal

    1) How can an exponential equation be solved?

    Answer

    Determine first if the equation can be rewritten so that each side uses the same base. If so, the exponents can be set equal to each other. If the equation cannot be rewritten so that each side uses the same base, then apply the logarithm to each side and use properties of logarithms to solve.

    2) When does an extraneous solution occur? How can an extraneous solution be recognized?

    3) When can the one-to-one property of logarithms be used to solve an equation? When can it not be used?

    Answer

    The one-to-one property can be used if both sides of the equation can be rewritten as a single logarithm with the same base. If so, the arguments can be set equal to each other, and the resulting equation can be solved algebraically. The one-to-one property cannot be used when each side of the equation cannot be rewritten as a single logarithm with the same base.

    Algebraic

    For the following exercises, use like bases to solve the exponential equation.

    4) \(4^{-3v-2}=4^{-v}\)

    5) \(64\cdot 4^{3x}=16\)

    Answer

    \(x=-\dfrac{1}{3}\)

    6) \(3^{2x+1}\cdot 3^x=243\)

    7) \(2^{-3n}\cdot \dfrac{1}{4}=2^{n+2}\)

    Answer

    \(n=-1\)

    8) \(625\cdot 5^{3x+3}=125\)

    9) \(\frac{36^{3b}}{36^{2b}}=216^{2-b}\)

    Answer

    \(b=\dfrac{6}{5}\)

    10) \(\left (\dfrac{1}{64} \right )^{3n}\cdot 8=2^6\)

    For the following exercises, use logarithms to solve.

    11) \(9^{x-10}=1\)

    Answer

    \(x=10\)

    12) \(2e^{6x}=13\)

    13) \(e^{r+10}-10=-42\)

    Answer

    No solution

    14) \(2\cdot 10^{9a}=29\)

    15) \(-8\cdot 10^{p+7}-7=-24\)

    Answer

    \(p=\log \left (\frac{17}{8} \right )-7\)

    16) \(7e^{3n-5}+5=-89\)

    17) \(e^{-3k}+6=44\)

    Answer

    \(k=-\frac{\ln(38)}{3}\)

    18) \(-5e^{9x-8}-8=-62\)

    19) \(-6e^{9x+8}+2=-74\)

    Answer

    \(x=\frac{\frac{\ln(38)}{3}-8}{9}\)

    20) \(2^{x+1}=5^{2x-1}\)

    21) \(e^{2x}-e^{x}-132=0\)

    Answer

    \(x=\ln 12\)

    22) \(7e^{8x+8}-5=-95\)

    23) \(10e^{8x+3}+2=8\)

    Answer

    \(x=\frac{\frac{\ln(3)}{5}-3}{8}\)

    24) \(4e^{3x+3}-7=53\)

    25) \(8e^{-5x-2}-4=-90\)

    Answer

    No solution

    26) \(3^{2x+1}=7^{x-2}\)

    27) \(e^{2x}-e^{x}-6=0\)

    Answer

    \(x=\ln 3\)

    28) \(3e^{3-3x}+6=-31\)

    For the following exercises, use the definition of a logarithm to rewrite the equation as an exponential equation.

    29) \(\log \left ( \frac{1}{100} \right )=-2\)

    Answer

    \(10^{-2}=\dfrac{1}{100}\)

    30) \(\log _{324}(18)=\dfrac{1}{2}\)

    For the following exercises, use the definition of a logarithm to solve the equation.

    31) \(5\log _{7}n=10\)

    Answer

    \(n=49\)

    32) \(-8\log _{9}x=16\)

    33) \(4+\log _{2}(9k)=2\)

    Answer

    \(k=\dfrac{1}{36}\)

    34) \(2\log (8n+4)+6=10\)

    35) \(10-4\ln (9-8x)=6\)

    Answer

    \(x=\dfrac{9-e}{8}\)

    For the following exercises, use the one-to-one property of logarithms to solve.

    36) \(\ln (10-3x)=\ln (-4x)\)

    37) \(\log_{13} (5n-2)=\log_{13} (8-5n)\)

    Answer

    \(n=1\)

    38) \(\log (x+3)-\log (x)=\log (74)\)

    39) \(\ln (-3x)=\ln (x^2-6x)\)

    Answer

    No solution

    40) \(\log_4 (6-m)=\log_4 (3m)\)

    41) \(\ln (x-2)-\ln (x)=\ln (54)\)

    Answer

    No solution

    42) \(\log_9 (2n^2-14n)=\log_9 (-45+n^2)\)

    43) \(\ln (x^2-10)+\ln (9)=\ln (10)\)

    Answer

    \(x=\pm \frac{10}{3}\)

    For the following exercises, solve each equation for \(x\).

    44) \(\log (x+12)=\log (x)+\log (12)\)

    45) \(\ln (x)+\ln (x-3)=\ln (7x)\)

    Answer

    \(x=10\)

    46) \(\log_2 (7x+6)=3\)

    47) \(\ln (7)+\ln (2-4x^2)=\ln (14)\)

    Answer

    \(x=0\)

    48) \(\log_8 (x+6)-\log_8 (x)=\log_8 (58)\)

    49) \(\ln (3)-\ln (3-3x)=\ln (4)\)

    Answer

    \(x=\dfrac{3}{4}\)

    50) \(\log_3 (3x)-\log_3 (6)=\log_3 (77)\)

    Graphical

    For the following exercises, solve the equation for \(x\) , if there is a solution. Then graph both sides of the equation, and observe the point of intersection (if it exists) to verify the solution.

    51) \(\log_9 (x)-5=-4\)

    Answer

    \(x=9\)

    CNX_PreCalc_Figure_04_06_201.jpg

    52) \(\log_3 (x)+3=2\)

    53) \(\ln (3x)=2\)

    Answer

    \(x=\dfrac{e^2}{3}\approx 2.5\)

    CNX_PreCalc_Figure_04_06_203.jpg

    54) \(\ln (x-5)=1\)

    55) \(\log (4)+\log (-5x)=2\)

    Answer

    \(x=-5\)

    CNX_PreCalc_Figure_04_06_205.jpg

    56) \(-7+\log_3 (4-x)=-6\)

    57) \(\ln (4x-10)-6=-5\)

    Answer

    \(x=\dfrac{e+10}{4}\approx 3.2\)

    CNX_PreCalc_Figure_04_06_207.jpg

    58) \(\log (4-2x)=\log (-4x)\)

    59) \(\log_{11} (-2x^2 -7x)=\log_{11} (x-2)\)

    Answer

    No solution

    CNX_PreCalc_Figure_04_06_209.jpg

    60) \(\ln (2x+9)=\ln (-5x)\)

    61) \(\log_9 (3-x)=\log_9 (4x-8)\)

    Answer

    \(x=\dfrac{11}{5}\approx 2.2\)

    CNX_PreCalc_Figure_04_06_211.jpg

    62) \(\log (x^2+13)=\log (7x+3)\)

    63) \(\dfrac{3}{\log _2(10)}-\log (x-9)=\log (44)\)

    Answer

    \(x=\dfrac{101}{11}\approx 9.2\)

    CNX_PreCalc_Figure_04_06_213.jpg

    64) \(\ln (x)-\ln (x+3)=\ln (6)\)

    For the following exercises, solve for the indicated value, and graph the situation showing the solution point.

    65) An account with an initial deposit of \(\$6,500\) earns \(7.25\%\) annual interest, compounded continuously. How much will the account be worth after \(20\) years?

    Answer

    about \(\$27,710.24\)

    CNX_PreCalc_Figure_04_06_215.jpg

    66) The formula for measuring sound intensity in decibels \(D\) is defined by the equation \(D=10\log \left ( \frac{I}{I_0} \right )\), where \(I\) is the intensity of the sound in watts per square meter and \(I_0=10^{-12}\) is the lowest level of sound that the average person can hear. How many decibels are emitted from a jet plane with a sound intensity of \(8\cdot 3\cdot 10^2\) watts per square meter?

    67) The population of a small town is modeled by the equation \(P=1650e^{0.5t}\) where \(t\) is measured in years. In approximately how many years will the town’s population reach \(20,000\)?

    Answer

    about \(5\) years

    CNX_PreCalc_Figure_04_06_217.jpg

    Technology

    For the following exercises, solve each equation by rewriting the exponential expression using the indicated logarithm. Then use a calculator to approximate the variable to \(3\) decimal places.

    68) \(1000(1.03)^t=5000\) using the common log.

    69) \(e^{5x}=17\) using the natural log.

    Answer

    \(\dfrac{\ln (17)}{5}\approx 0.567\)

    70) \(3(1.04)^{3t}=8\) using the common log

    71) \(3^{4x-5}=38\) using the common log

    Answer

    \(x=\dfrac{\log (38+5\log (3))}{4\log(3)}\approx 2.078\)

    72) \(50e^{-0.12t}=10\) using the natural log

    For the following exercises, use a calculator to solve the equation. Unless indicated otherwise, round all answers to the nearest ten-thousandth.

    73) \(7e^{3x-5}+7.9=47\)

    Answer

    \(x\approx 2.2401\)

    74) \(\ln (3)+\ln (4.4x+6.8)=2\)

    75) \(\log(-0.7x-9)=1+5\log(5)\)

    Answer

    \(x\approx -44655.7143\)

    76) Atmospheric pressure \(P\) in pounds per square inch is represented by the formula \(P=14.7e^{-0.21x}\), where \(x\) is the number of miles above sea level. To the nearest foot, how high is the peak of a mountain with an atmospheric pressure of \(8.369\) pounds per square inch? (Hint: there are \(5280\) feet in a mile)

    77) The magnitude \(M\) of an earthquake is represented by the equation \(M=\dfrac{2}{3}\log \left ( \dfrac{E}{E_0} \right )\) where \(E\) is the amount of energy released by the earthquake in joules \(E_0=10^{4.4}\) and is the assigned minimal measure released by an earthquake. To the nearest hundredth, what would the magnitude be of an earthquake releasing \(1.4\cdot 10^{13}\) joules of energy?

    Answer

    about \(5.83\)

    Extensions

    78) Use the definition of a logarithm along with the one-to-one property of logarithms to prove that \(b^{\log_b x}=x\).

    79) Recall the formula for continually compounding interest, \(y=Ae^{kt}\).Use the definition of a logarithm along with properties of logarithms to solve the formula for time \(t\) such that \(t\) is equal to a single logarithm.

    Answer

    \(t=\ln \left ( \left ( \dfrac{y}{A} \right )^{\frac{1}{k}} \right )\)

    80) Recall the compound interest formula \(A=a\left ( 1+\frac{r}{k} \right )^{kt}\).Use the definition of a logarithm along with properties of logarithms to solve the formula for time \(t\)

    81) Newton’s Law of Cooling states that the temperature \(T\) of an object at any time \(t\) can be described by the equation \(T=T_s+(T_0-T_s)e^{-kt}\), where \(T_s\) is the temperature of the surrounding environment, \(T_0\) is the initial temperature of the object, and \(k\) is the cooling rate. Use the definition of a logarithm along with properties of logarithms to solve the formula for time \(t\) such that \(t\) is equal to a single logarithm.

    Answer

    \(t=\ln \left ( \left ( \frac{T-T_s}{T_0-T_s} \right )^{-\frac{1}{k}} \right )\)

    4.7: Exponential and Logarithmic Models

    We have already explored some basic applications of exponential and logarithmic functions. In this section, we explore some important applications in more depth, including radioactive isotopes and Newton’s Law of Cooling.

    Verbal

    1) With what kind of exponential model would half-life be associated? What role does half-life play in these models?

    Answer

    Half-life is a measure of decay and is thus associated with exponential decay models. The half-life of a substance or quantity is the amount of time it takes for half of the initial amount of that substance or quantity to decay.

    2) What is carbon dating? Why does it work? Give an example in which carbon dating would be useful.

    3) With what kind of exponential model would doubling time be associated? What role does doubling time play in these models?

    Answer

    Doubling time is a measure of growth and is thus associated with exponential growth models. The doubling time of a substance or quantity is the amount of time it takes for the initial amount of that substance or quantity to double in size.

    4) Define Newton’s Law of Cooling. Then name at least three real-world situations where Newton’s Law of Cooling would be applied.

    5) What is an order of magnitude? Why are orders of magnitude useful? Give an example to explain.

    Answer

    An order of magnitude is the nearest power of ten by which a quantity exponentially grows. It is also an approximate position on a logarithmic scale; Sample response: Orders of magnitude are useful when making comparisons between numbers that differ by a great amount. For example, the mass of Saturn is \(95\) times greater than the mass of Earth. This is the same as saying that the mass of Saturn is about \(10^2\) times, or \(2\) orders of magnitude greater, than the mass of Earth.

    Numeric

    6) The temperature of an object in degrees Fahrenheit after \(t\) minutes is represented by the equation \(T(t)=68e^{-0.0174t}+72\).To the nearest degree, what is the temperature of the object after one and a half hours?

    For the following exercises, use the logistic growth model

    7) Find and interpret \(f(0)\).Round to the nearest tenth.

    Answer

    \(f(0)\approx 16.7\); The amount initially present is about \(16.7\) units.

    8) Find and interpret \(f(4)\).Round to the nearest tenth.

    9) Find the carrying capacity.

    Answer

    \(150\)

    10) Graph the model.

    11) Determine whether the data from the table could best be represented as a function that is linear, exponential, or logarithmic. Then write a formula for a model that represents the data.

    –2 0.694
    –1 0.833
    0 1
    1 1.2
    2 1.44
    3 1.728
    4 2.074
    5 2.488
    Answer

    exponential; \(f(x)=1.2^x\)

    12) Rewrite \(f(x)=1.68(0.65)^x\) as an exponential equation with base \(e\) to five significant digits.

    Technology

    For the following exercises, enter the data from each table into a graphing calculator and graph the resulting scatter plots. Determine whether the data from the table could represent a function that is linear, exponential, or logarithmic.

    13)

    \(x\) \(f(x)\)
    1 2
    2 4.079
    3 5.296
    4 6.159
    5 6.828
    6 7.375
    7 7.838
    8 8.238
    9 8.592
    10 8.908
    Answer

    CNX_PreCalc_Figure_04_07_201.jpg

    14)

    \(x\) \(f(x)\)
    1 2.4
    2 2.88
    3 3.456
    4 4.147
    5 4.977
    6 5.972
    7 7.166
    8 8.6
    9 10.32
    10 12.383

    15)

    \(x\) \(f(x)\)
    4 9.429
    5 9.972
    6 10.415
    7 10.79
    8 11.115
    9 11.401
    10 11.657
    11 11.889
    12 12.101
    13 12.295
    Answer

    CNX_PreCalc_Figure_04_07_203.jpg

    16)

    \(x\) \(f(x)\)
    1.25 5.75
    2.25 8.75
    3.56 12.68
    4.2 14.6
    5.65 18.95
    6.75 22.25
    7.25 23.75
    8.6 27.8
    9.25 29.75
    10.5 33.5

    For the following exercises, use a graphing calculator and this scenario: the population of a fish farm in \(t\) years is modeled by the equation \(P(t)=\dfrac{1000}{1+9e^{-0.6t}}\)

    17) Graph the function.

    Answer

    CNX_PreCalc_Figure_04_07_205.jpg

    18) What is the initial population of fish?

    19) To the nearest tenth, what is the doubling time for the fish population?

    Answer

    about \(1.4\) years

    20) To the nearest whole number, what will the fish population be after \(2\) years?

    21) To the nearest tenth, how long will it take for the population to reach \(900\)?

    Answer

    about \(7.3\) years

    22) What is the carrying capacity for the fish population? Justify your answer using the graph of \(P\).

    Extensions

    23) A substance has a half-life of \(2.045\) minutes. If the initial amount of the substance was \(132.8\) grams, how many half-lives will have passed before the substance decays to \(8.3\) grams? What is the total time of decay?

    Answer

    \(4\) half-lives; \(8.18\) minutes

    24) The formula for an increasing population is given by \(P(t)=P_0e^{rt}\) where \(P_0\) is the initial population and \(r>0\).Derive a general formula for the time \(t\) it takes for the population to increase by a factor of \(M\).

    25) Recall the formula for calculating the magnitude of an earthquake, \(M=\dfrac{2}{3}\log \left ( \dfrac{S}{S_0} \right )\). Show each step for solving this equation algebraically for the seismic moment \(S\)

    Answer

    \(\begin{align*} M&= \dfrac{2}{3}\log \left ( \dfrac{S}{S_0} \right )\\ \log \left ( \dfrac{S}{S_0} \right )&= \dfrac{3}{2}M\\ \dfrac{S}{S_0}&= 10^{\frac{3M}{2}}\\ S&= S_0 10^{\frac{3M}{2}} \end{align*}\)

    26) What is the \(y\)-intercept of the logistic growth model \(y=\dfrac{c}{1+ae^{-rx}}\) ?Show the steps for calculation. What does this point tell us about the population?

    27) Prove that \(b^x=e^{x\ln (b)}\) for positive

    Answer

    Let \(y=b^x\) for some non-negative real number \(b\) such that \(b\neq1\).Then,

    \(\begin{align*} \ln (y) &= \ln (b^x)\\ \ln (y) &= x\ln (b)\\ e^{\ln (y)} &= e^{x\ln (b)}\\ y&= e^{x\ln (b)} \end{align*}\)

    Real-World Applications

    For the following exercises, use this scenario: A doctor prescribes \(125\) milligrams of a therapeutic drug that decays by about \(30\%\) each hour.

    28) To the nearest hour, what is the half-life of the drug?

    29) Write an exponential model representing the amount of the drug remaining in the patient’s system after \(t\) hours. Then use the formula to find the amount of the drug that would remain in the patient’s system after \(3\) hours. Round to the nearest milligram.

    Answer

    \(A=125e^{(-0.3567t)}\); \(A\approx 43\) mg

    30) Using the model found in the previous exercise, find \(f(10\) and interpret the result. Round to the nearest hundredth.

    For the following exercises, use this scenario: A tumor is injected with \(0.5\) grams of Iodine-125, which has a decay rate of \(1.15\%\) per day.

    31) To the nearest day, how long will it take for half of the Iodine-125 to decay?

    Answer

    about \(60\) days

    32) Write an exponential model representing the amount of Iodine-125 remaining in the tumor after \(t\) days. Then use the formula to find the amount of Iodine-125 that would remain in the tumor after \(60\) days. Round to the nearest tenth of a gram.

    33) A scientist begins with \(250\) grams of a radioactive substance. After \(250\) minutes, the sample has decayed to \(32\) grams. Rounding to five significant digits, write an exponential equation representing this situation. To the nearest minute, what is the half-life of this substance?

    Answer

    \(f(t)=250e^{(-0.00914t)}\);half-life: about \(76\) minutes

    34) The half-life of Radium-226 is \(1590\) years. What is the annual decay rate? Express the decimal result to four significant digits and the percentage to two significant digits.

    35) The half-life of Erbium-165 is \(10.4\) hours. What is the hourly decay rate? Express the decimal result to four significant digits and the percentage to two significant digits.

    Answer

    \(r\approx -0.0667\), So the hourly decay rate is about \(6.67\%\)

    36) A wooden artifact from an archeological dig contains \(60\) percent of the carbon-14 that is present in living trees. To the nearest year, about how many years old is the artifact? (The half-life of carbon-14 is \(5730\) years.)

    37) A research student is working with a culture of bacteria that doubles in size every twenty minutes. The initial population count was \(1350\) bacteria. Rounding to five significant digits, write an exponential equation representing this situation. To the nearest whole number, what is the population size after \(3\) hours?

    Answer

    \(f(t)=1350e^{(0.03466t)}\); after \(3\) hours:

    For the following exercises, use this scenario: A biologist recorded a count of \(360\) bacteria present in a culture after \(5\) minutes and \(1000\) bacteria present after \(20\) minutes.

    38) To the nearest whole number, what was the initial population in the culture?

    39) Rounding to six significant digits, write an exponential equation representing this situation. To the nearest minute, how long did it take the population to double?

    Answer

    \(f(t)=256e^{(0.068110t)}\); doubling time: about \(10\) minutes

    For the following exercises, use this scenario: A pot of boiling soup with an internal temperature of \(100^{\circ}\) Fahrenheit was taken off the stove to cool in a \(69^{\circ}\) F room. After fifteen minutes, the internal temperature of the soup was \(95^{\circ}\) F.

    40) Use Newton’s Law of Cooling to write a formula that models this situation.

    41) To the nearest minute, how long will it take the soup to cool to \(80^{\circ}\) F?

    Answer

    about \(88\) minutes

    42) To the nearest degree, what will the temperature be after \(2\) and a half hours?

    For the following exercises, use this scenario: A turkey is taken out of the oven with an internal temperature of \(165^{\circ}\) F and is allowed to cool in a \(75^{\circ}\) F room. After half an hour, the internal temperature of the turkey is \(145^{\circ}\) F.

    43) Write a formula that models this situation.

    Answer

    \(T(t)=90e^{(-0.008377t)}+75\), where \(t\) is in minutes.

    44) To the nearest degree, what will the temperature be after \(50\) minutes?

    45) To the nearest minute, how long will it take the turkey to cool to \(110^{\circ}\) F?

    Answer

    about \(113\) minutes

    For the following exercises, find the value of the number shown on each logarithmic scale. Round all answers to the nearest thousandth.

    46) CNX_PreCalc_Figure_04_07_206.jpg

    47) CNX_PreCalc_Figure_04_07_207.jpg

    Answer

    \(\log(x)=1.5; x\approx 31.623\)

    48) Plot each set of approximate values of intensity of sounds on a logarithmic scale: Whisper: \(10^{-10}\dfrac{W}{m^2}\), Vacuum: \(10^{-4}\dfrac{W}{m^2}\), Jet:

    49) Recall the formula for calculating the magnitude of an earthquake, \(M=\dfrac{2}{3}\log \left ( \dfrac{S}{S_0} \right )\).One earthquake has magnitude \(3.9\) on the MMS scale. If a second earthquake has \(750\) times as much energy as the first, find the magnitude of the second quake. Round to the nearest hundredth.

    Answer

    MMS magnitude:

    For the following exercises, use this scenario: The equation \(N(t)=\dfrac{500}{1+49e^{-0.7t}}\) models the number of people in a town who have heard a rumor after \(t\) days.

    50) How many people started the rumor?

    51) To the nearest whole number, how many people will have heard the rumor after \(3\) days?

    Answer

    \(N(3)\approx 71\)

    52) As

    For the following exercise, choose the correct answer choice.

    53) A doctor and injects a patient with \(13\) milligrams of radioactive dye that decays exponentially. After \(12\) minutes, there are \(4.75\) milligrams of dye remaining in the patient’s system. Which is an appropriate model for this situation?

    Answer

    c

    4.8: Fitting Exponential Models to Data

    We will concentrate on three types of regression models in this section: exponential, logarithmic, and logistic. Having already worked with each of these functions gives us an advantage. Knowing their formal definitions, the behavior of their graphs, and some of their real-world applications gives us the opportunity to deepen our understanding. As each regression model is presented, key features and definitions of its associated function are included for review.

    Verbal

    1) What situations are best modeled by a logistic equation? Give an example, and state a case for why the example is a good fit.

    Answer

    Logistic models are best used for situations that have limited values. For example, populations cannot grow indefinitely since resources such as food, water, and space are limited, so a logistic model best describes populations.

    2) What is a carrying capacity? What kind of model has a carrying capacity built into its formula? Why does this make sense?

    3) What is regression analysis? Describe the process of performing regression analysis on a graphing utility.

    Answer

    Regression analysis is the process of finding an equation that best fits a given set of data points. To perform a regression analysis on a graphing utility, first list the given points using the STAT then EDIT menu. Next graph the scatter plot using the STAT PLOT feature. The shape of the data points on the scatter graph can help determine which regression feature to use. Once this is determined, select the appropriate regression analysis command from the STAT then CALC menu.

    4) What might a scatterplot of data points look like if it were best described by a logarithmic model?

    5) What does the y-intercept on the graph of a logistic equation correspond to for a population modeled by that equation?

    Answer

    The \(y\)-intercept on the graph of a logistic equation corresponds to the initial population for the population model.

    Graphical

    For the following exercises, match the given function of best fit with the appropriate scatterplot in Figure (a) through Figure (e). Answer using the letter beneath the matching graph.

    CNX_PreCalc_Figure_04_08_201.jpg CNX_PreCalc_Figure_04_08_202.jpg

    CNX_PreCalc_Figure_04_08_203.jpg

    CNX_PreCalc_Figure_04_08_204.jpg CNX_PreCalc_Figure_04_08_205.jpg

    6) \(y=10.209e^{-0.294x}\)

    7) \(y=5.598-1.912\ln (x)\)

    Answer

    c

    8) \(y=2.104(1.479)^x\)

    9) \(y=4.607+2.733\ln (x)\)

    Answer

    b

    10) \(y=\dfrac{14.005}{1+2.79e^{-0.812x}}\)

    Numeric

    11) To the nearest whole number, what is the initial value of a population modeled by the logistic equation \(P(t)=\dfrac{175}{1+6.995e^{-0.68t}}\)?What is the carrying capacity?

    Answer

    \(P(0)=22\); \(175\)

    12) Rewrite the exponential model \(A(t)=1550(1.085)^x\) as an equivalent model with base \(e\).Express the exponent to four significant digits.

    13) A logarithmic model is given by the equation \(h(p)=67.682-5.792\ln (p)\).To the nearest hundredth, for what value of \(p\) does \(h(p)=62\)

    Answer

    \(p\approx 2.67\)

    14) A logistic model is given by the equation \(P(t)=\dfrac{90}{1+5e^{-0.42t}}\).To the nearest hundredth, for what value of \(t\) does \(P(t)=45\)?

    15) What is the \(y\)-intercept on the graph of the logistic model given in the previous exercise?

    Answer

    \(y\)-intercept:

    Technology

    For the following exercises, use this scenario: The population \(P\) of a koi pond over \(x\) months is modeled by the function \(P(x)=\dfrac{68}{1+16e^{-0.28x}}\).

    16) Graph the population model to show the population over a span of \(3\) years.

    17) What was the initial population of koi?

    Answer

    \(4)\ koi

    18) How many koi will the pond have after one and a half years?

    19) How many months will it take before there are \(20\) koi in the pond?

    Answer

    about \(6.8\) months

    20) Use the intersect feature to approximate the number of months it will take before the population of the pond reaches half its carrying capacity.

    Answer

    Ex 4.8.20.png

    For the following exercises, use this scenario: The population \(P\) of an endangered species habitat for wolves is modeled by the function \(P(x)=\dfrac{558}{1+54.8e^{-0.462x}}\) , where \(x\) is given in years.

    21) Graph the population model to show the population over a span of \(10\) years.

    22) What was the initial population of wolves transported to the habitat?

    Answer

    \(10)\ wolves

    23) How many wolves will the habitat have after \(3\) years?

    24) How many years will it take before there are \(100\) wolves in the habitat?

    Answer

    about \(5.4\) years

    25) Use the intersect feature to approximate the number of years it will take before the population of the habitat reaches half its carrying capacity.

    For the following exercises, refer to Table below.

    \(x\) \(f(x)\)
    1 1125
    2 1495
    3 2310
    4 3294
    5 4650
    6 6361

    26) Use a graphing calculator to create a scatter diagram of the data.

    Answer

    Ex 4.8.26.png

    27) Use the regression feature to find an exponential function that best fits the data in the table.

    28) Write the exponential function as an exponential equation with base \(e\).

    Answer

    \(f(x)=776.682e^{0.3549x}\)

    29) Graph the exponential equation on the scatter diagram.

    30) Use the intersect feature to find the value of \(x\) for which \(f(x)=4000\)

    Answer

    When \(f(x)=4000\), \(x\approx 4.6\)

    Ex 4.8.30.png

    For the following exercises, refer to Table below.

    \(x\) \(f(x)\)
    1 555
    2 383
    3 307
    4 210
    5 158
    6 122

    31) Use a graphing calculator to create a scatter diagram of the data.

    32) Use the regression feature to find an exponential function that best fits the data in the table.

    Answer

    \(f(x)=731.92(0.738)^x\)

    33) Write the exponential function as an exponential equation with base \(e\).

    34) Graph the exponential equation on the scatter diagram.

    Answer

    Ex 4.8.34.png

    35) Use the intersect feature to find the value of \(x\) for which \(f(x)=250\).

    For the following exercises, refer to Table below.

    \(x\) \(f(x)\)
    1 5.1
    2 6.3
    3 7.3
    4 7.7
    5 8.1
    6 8.6

    36) Use a graphing calculator to create a scatter diagram of the data.

    Answer

    Ex 4.8.36.png

    37) Use the LOGarithm option of the REGression feature to find a logarithmic function of the form \(y=a+b\ln (x)\) that best fits the data in the table.

    38) Use the logarithmic function to find the value of the function when \(x=10\).

    Answer

    \(f(10)\approx 9.5\)

    39) Graph the logarithmic equation on the scatter diagram.

    40) Use the intersect feature to find the value of \(x\) for which \(f(x)=7\).

    Answer

    When \(f(x)=7\), \(x\approx 2.7\)

    Ex 4.8.40.png

    For the following exercises, refer to Table below.

    \(x\) \(f(x)\)
    1 7.5
    2 6
    3 5.2
    4 4.3
    5 3.9
    6 3.4
    7 3.1
    8 2.9

    41) Use a graphing calculator to create a scatter diagram of the data.

    42) Use the LOGarithm option of the REGression feature to find a logarithmic function of the form \(y=a+b\ln (x)\) that best fits the data in the table.

    Answer

    \(f(x)=7.544-2.268\ln (x)\)

    43) Use the logarithmic function to find the value of the function when \(x=10\).

    44) Graph the logarithmic equation on the scatter diagram.

    Answer

    Ex 4.8.44.png

    45) Use the intersect feature to find the value of \(x\) for which \(f(x)=8\).

    For the following exercises, refer to Table below.

    \(x\) \(f(x)\)
    1 8.7
    2 12.3
    3 15.4
    4 18.5
    5 20.7
    6 22.5
    7 23.3
    8 24
    9 24.6
    10 24.8

    46) Use a graphing calculator to create a scatter diagram of the data.

    Answer

    Ex 4.8.46.png

    47) Use the LOGISTIC regression option to find a logistic growth model of the form \(y=\dfrac{c}{1+ae^{-bx}}\) that best fits the data in the table.

    48) Graph the logistic equation on the scatter diagram.

    Answer

    Ex 4.8.48.png

    49) To the nearest whole number, what is the predicted carrying capacity of the model?

    50) Use the intersect feature to find the value of \(x\) for which the model reaches half its carrying capacity.

    Answer

    When \(f(x)=12.5\), \(x\approx 2.1\)

    Ex 4.8.50.png

    For the following exercises, refer to Table below.

    \(x\) \(f(x)\)
    0 12
    2 28.6
    4 52.8
    5 70.3
    7 99.9
    8 112.5
    10 125.8
    11 127.9
    15 135.1
    17 135.9

    51) Use a graphing calculator to create a scatter diagram of the data.

    52) Use the LOGISTIC regression option to find a logistic growth model of the form \(y=\dfrac{c}{1+ae^{-bx}}\) that best fits the data in the table.

    Answer

    \(y=\dfrac{136.068}{1+10.324e^{-0.480x}}\)

    53) Graph the logistic equation on the scatter diagram.

    54) To the nearest whole number, what is the predicted carrying capacity of the model?

    Answer

    about \(136\)

    55) Use the intersect feature to find the value of \(x\) for which the model reaches half its carrying capacity.

    Extensions

    56) Recall that the general form of a logistic equation for a population is given by \(P(t)=\dfrac{c}{1+ae^{-bt}}\), such that the initial population at time \(t=0\) is \(P(0)=P_0\). Show algebraically that \(\dfrac{c-P(t)}{P(t)}=\dfrac{c-P_0}{P_0}e^{-bt}\).

    Answer

    Working with the left side of the equation, we see that it can be rewritten as \(ae^{-bt}\):

    \(\begin{align*}
    \dfrac{c-P(t)}{P(t)} &= \dfrac{c-\frac{c}{1+ae^{-bt}}}{\frac{c}{1+ae^{-bt}}}\\
    &= \dfrac{\frac{c\left ( 1+ae^{-bt} \right )-c}{1+ae^{-bt}}}{\frac{c}{1+ae^{-bt}}}\\
    &= \dfrac{\frac{c\left ( 1+ae^{-bt} -1\right )}{1+ae^{-bt}}}{\frac{c}{1+ae^{-bt}}}\\
    &= 1+ae^{-bt}-1\\
    &= ae^{-bt}
    \end{align*}\)

    Working with the right side of the equation we show that it can also be rewritten as \(ae^{-bt}\).But first note that when \(t=0\),

    \(\begin{align*} P_0 &= \dfrac{c}{1+ae^{-b(0)}}\\ &= \dfrac{c}{1+a} \end{align*}\)

    Therefore,

    \(\begin{align*}
    \dfrac{c-P_0}{P_0}e^{-bt} &= \dfrac{c-\frac{c}{1+a}}{\frac{c}{1+a}}e^{-bt}\\
    &= \dfrac{\frac{c( 1+a )-c}{1+a}}{\frac{c}{1+a}}e^{-bt}\\
    &= \dfrac{\frac{c ( 1+a -1 )}{1+a}}{\frac{c}{1+a}}e^{-bt}\\
    &= (1+a-1)e^{-bt}\\
    &= ae^{-bt}
    \end{align*}\)

    Thus,

    \(\dfrac{c-P(t)}{P(t)}=\dfrac{c-P_0}{P_0}e^{-bt}\)

    57) Use a graphing utility to find an exponential regression formula \(f(x)\) and a logarithmic regression formula \(g(x)\) for the points \((1.5,1.5)\) and \((8.5,8.5\).Round all numbers to \(6\) decimal places. Graph the points and both formulas along with the line \(y=x\) on the same axis. Make a conjecture about the relationship of the regression formulas.

    58) Verify the conjecture made in the previous exercise. Round all numbers to six decimal places when necessary.

    Answer

    First rewrite the exponential with base e: \(f(x)=1.034341e^{0.247800x}\).Then test to verify that \(f(g(x))=x\),taking rounding error into consideration:

    \(\begin{align*} g(f(x)) &= 4.035510\ln\left (1.034341e^{0.247800x}\right )-0.136259\\ &= 4.03551(\ln \left(1.034341)+\ln\left (e^{0.2478x} \right)\right)-0.136259\\ &= 4.03551(\ln(1.034341)+0.2478x)-0.136259\\ &= 0.136257+0.999999x-0.136259\\ &= -0.000002+0.999999x\\ &\approx 0+x \\ &= x \end{align*}\)

    59) Find the inverse function \(f^{-1}(x)\) for the logistic function \(f(x)=\dfrac{c}{1+ae^{-bx}}\).Show all steps.

    60) Use the result from the previous exercise to graph the logistic model \(P(t)=\dfrac{20}{1+4e^{-0.5t}}\)along with its inverse on the same axis. What are the intercepts and asymptotes of each function?

    Answer

    Ex 4.8.60.png

    The graph of \(P(t)\) has a \(y\)-intercept at \((0, 4)\) and horizontal asymptotes at \(y = 0\) and \(y = 20\). The graph of \(P^{-1}(t)\) has an \(x\)- intercept at \((4, 0)\) and vertical asymptotes at \(x = 0\) and \(x = 20\).

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