Functions and Change: A Modeling Approach to College Algebra (MindTap Course List)
6th Edition
ISBN: 9781337515610
Author: Crauder
Publisher: Cengage
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Chapter 5.FR1, Problem 6E
To determine
(a)
To show:
The growth rate for the logistic model is
To determine
(b)
To find:
The value of
To determine
(c)
To show:
The maximum growth rate occurs at
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Chapter 5 Solutions
Functions and Change: A Modeling Approach to College Algebra (MindTap Course List)
Ch. 5.1 - TEST YOUR UNDERSTANDING Another fish population...Ch. 5.1 - Prob. 2TUCh. 5.1 - Prob. 3TUCh. 5.1 - Special Rounding instructions When you perform...Ch. 5.1 - Special Rounding Instructions When you perform...Ch. 5.1 - Special Rounding Instructions When you perform...Ch. 5.1 - Special Rounding Instructions When you perform...Ch. 5.1 - Special Rounding Instructions When you perform...Ch. 5.1 - Special Rounding Instructions When you perform...Ch. 5.1 - Special Rounding Instructions When you perform...
Ch. 5.1 - Special Rounding Instructions When you perform...Ch. 5.1 - Special Rounding Instructions When you perform...Ch. 5.1 - Prob. 11ECh. 5.1 - Special Rounding Instructions When you perform...Ch. 5.1 - Prob. 13ECh. 5.1 - Long-Term Data and the Carrying Capacity This is a...Ch. 5.1 - Prob. 15ECh. 5.1 - Cable TV The following table shows the number C....Ch. 5.1 - World Population The following table shows world...Ch. 5.1 - Prob. 18ECh. 5.1 - More on the Pacific Sardine This is a continuation...Ch. 5.1 - Modeling Human Height with a Logistic Function A...Ch. 5.1 - Eastern Pacific Yellowfin Tuna Studies to fit a...Ch. 5.1 - Prob. 22ECh. 5.1 - Special Rounding Instructions When you perform...Ch. 5.1 - Prob. 24ECh. 5.1 - SKILL BUILDING EXERCISES Estimating Optimum Yield...Ch. 5.1 - SKILL BUILDING EXERCISES Estimating Carrying...Ch. 5.1 - SKILL BUILDING EXERCISES Logistic GrowthWhen we...Ch. 5.1 - SKILL BUILDING EXERCISES Percentage Rate of Change...Ch. 5.1 - SKILL BUILDING EXERCISES HarvestingWhat is the...Ch. 5.1 - SKILL BUILDING EXERCISES Harvesting Suppose a...Ch. 5.1 - SKILL BUILDING EXERCISES Harvesting Continued The...Ch. 5.1 - SKILL BUILDING EXERCISES Finding Logistic...Ch. 5.1 - Prob. 9SBECh. 5.1 - Prob. 10SBECh. 5.1 - Prob. 11SBECh. 5.1 - Prob. 12SBECh. 5.1 - Prob. 13SBECh. 5.1 - Prob. 14SBECh. 5.1 - Prob. 15SBECh. 5.1 - Prob. 16SBECh. 5.1 - Prob. 17SBECh. 5.1 - Prob. 18SBECh. 5.1 - Prob. 19SBECh. 5.1 - Prob. 20SBECh. 5.1 - Prob. 21SBECh. 5.1 - Prob. 22SBECh. 5.1 - Prob. 23SBECh. 5.1 - Prob. 24SBECh. 5.1 - Prob. 25SBECh. 5.1 - Prob. 26SBECh. 5.1 - Prob. 27SBECh. 5.1 - Prob. 28SBECh. 5.1 - Prob. 29SBECh. 5.1 - Prob. 30SBECh. 5.1 - Prob. 31SBECh. 5.1 - Prob. 32SBECh. 5.1 - Prob. 33SBECh. 5.1 - Prob. 34SBECh. 5.1 - Prob. 35SBECh. 5.1 - Prob. 36SBECh. 5.1 - Prob. 37SBECh. 5.2 - TEST YOUR UNDERSTANDING In the situation of the...Ch. 5.2 - Prob. 2TUCh. 5.2 - Prob. 3TUCh. 5.2 - Prob. 1ECh. 5.2 - Reminder Round all answers to two decimal places...Ch. 5.2 - Reminder Round all answers to two decimal places...Ch. 5.2 - Prob. 4ECh. 5.2 - Reminder Round all answers to two decimal places...Ch. 5.2 - Prob. 6ECh. 5.2 - Prob. 7ECh. 5.2 - Prob. 8ECh. 5.2 - Prob. 9ECh. 5.2 - Reminder Round all answers to two decimal places...Ch. 5.2 - Reminder Round all answers to two decimal places...Ch. 5.2 - Reminder Round all answers to two decimal places...Ch. 5.2 - Reminder Round all answers to two decimal places...Ch. 5.2 - Reminder Round all answers to two decimal places...Ch. 5.2 - Prob. 15ECh. 5.2 - Reminder Round all answers to two decimal places...Ch. 5.2 - Tsunami Waves and BreakwatersThis is a...Ch. 5.2 - Reminder Round all answers to two decimal places...Ch. 5.2 - Prob. 19ECh. 5.2 - Prob. 20ECh. 5.2 - Prob. 21ECh. 5.2 - Prob. 22ECh. 5.2 - Reminder Round all answers to two decimal places...Ch. 5.2 - Prob. 24ECh. 5.2 - Prob. 25ECh. 5.2 - Prob. 1SBECh. 5.2 - Prob. 2SBECh. 5.2 - Prob. 3SBECh. 5.2 - Prob. 4SBECh. 5.2 - Prob. 5SBECh. 5.2 - Prob. 6SBECh. 5.2 - HomogeneityExercises S-7 through S-I3 deal with...Ch. 5.2 - Homogeneity Exercises S-7 through S-13 deal with...Ch. 5.2 - HomogeneityExercises S-7 through S-I3 deal with...Ch. 5.2 - Prob. 10SBECh. 5.2 - Prob. 11SBECh. 5.2 - Homogeneity Exercises S-7 through S-13 deal with...Ch. 5.2 - Prob. 13SBECh. 5.2 - Prob. 14SBECh. 5.2 - Prob. 15SBECh. 5.2 - Prob. 16SBECh. 5.2 - Making Power FormulasIn Exercises S-16 through...Ch. 5.2 - Prob. 18SBECh. 5.2 - Making Power FormulasIn Exercises S-16 through...Ch. 5.2 - Prob. 20SBECh. 5.3 - Prob. 1TUCh. 5.3 - Prob. 2TUCh. 5.3 - Prob. 3TUCh. 5.3 - Zipfs Law The following table shows U.S cities by...Ch. 5.3 - Planetary Velocity The following table gives the...Ch. 5.3 - Stopping Distance The table below shows the...Ch. 5.3 - Distance to the Horizon A sailor records the...Ch. 5.3 - Hydroplaning On wet roads, under certain...Ch. 5.3 - Urban Travel Times Population of cities and...Ch. 5.3 - Mass-Luminosity Relation Roughly 90 of all stars...Ch. 5.3 - Growth Rate Versus Weight Ecologists have studied...Ch. 5.3 - Prob. 9ECh. 5.3 - Prob. 10ECh. 5.3 - Prob. 11ECh. 5.3 - Prob. 12ECh. 5.3 - Prob. 13ECh. 5.3 - Prob. 14ECh. 5.3 - Prob. 15ECh. 5.3 - Prob. 16ECh. 5.3 - Prob. 17ECh. 5.3 - Reminder Round all answers to two decimal places...Ch. 5.3 - Prob. 19ECh. 5.3 - Weight Versus Height The following data show the...Ch. 5.3 - Prob. 21ECh. 5.3 - Prob. 22ECh. 5.3 - Prob. 1SBECh. 5.3 - Prob. 2SBECh. 5.3 - Prob. 3SBECh. 5.3 - Prob. 4SBECh. 5.3 - An Easy Power Formula Model the following data...Ch. 5.3 - Prob. 6SBECh. 5.3 - Prob. 7SBECh. 5.3 - Prob. 8SBECh. 5.3 - Prob. 9SBECh. 5.3 - Prob. 10SBECh. 5.3 - Prob. 11SBECh. 5.3 - Prob. 12SBECh. 5.3 - Prob. 13SBECh. 5.3 - Prob. 14SBECh. 5.3 - Prob. 15SBECh. 5.3 - Prob. 16SBECh. 5.3 - Prob. 17SBECh. 5.4 - TEST YOUR UNDERSTANDING | FOR EXAMPLE 5.10 When...Ch. 5.4 - Prob. 2TUCh. 5.4 - TEST YOUR UNDERSTANDING | FOR EXAMPLE 5.12 Find a...Ch. 5.4 - Prob. 4TUCh. 5.4 - EXERCISES Reminder Round all answers to two...Ch. 5.4 - Round all answers to two decimal places unless...Ch. 5.4 - EXERCISE River flow The cross sectional area C, in...Ch. 5.4 - EXERCISES Net Profit Margin The net profit margin...Ch. 5.4 - A Skydiver If a skydiver jumps from an airplane,...Ch. 5.4 - Present Value If you invest P dollars the present...Ch. 5.4 - Prob. 7ECh. 5.4 - Prob. 8ECh. 5.4 - Prob. 9ECh. 5.4 - Reminder Round all answers to two decimal places...Ch. 5.4 - Reminder Round all answers to two decimal places...Ch. 5.4 - Average Traffic Spacing The headway h is the...Ch. 5.4 - Prob. 13ECh. 5.4 - Decay of Litter Litter such as leaves falls to the...Ch. 5.4 - Prob. 15ECh. 5.4 - Reminder Round all answers to two decimal places...Ch. 5.4 - Reminder Round all answers to two decimal places...Ch. 5.4 - Prob. 18ECh. 5.4 - Reminder Round all answers to two decimal places...Ch. 5.4 - Prob. 20ECh. 5.4 - SKILL BUILDING EXERCISES Formula for Composed...Ch. 5.4 - SKILL BUILDING EXERCISES Formula for Composed...Ch. 5.4 - SKILL BUILDING EXERCISES Formulas for Composed...Ch. 5.4 - SKILL BUILDING EXERCISES Formula for Composed...Ch. 5.4 - Formulas for Composed functions In Exercises S-5...Ch. 5.4 - Formulas for Composed functions In Exercises S-5...Ch. 5.4 - Formulas for Composed functions In Exercises S-5...Ch. 5.4 - Formulas for Composed functions In Exercises S-5...Ch. 5.4 - Limiting values Find the limiting value of...Ch. 5.4 - Multiplying Functions A certain function f is the...Ch. 5.4 - Adding Functions A certain function f is the sum...Ch. 5.4 - Decomposing Functions Let f(x)=x2 and g(x)=x+1....Ch. 5.4 - Decomposing Functions If f(x)=x2+3, express f as a...Ch. 5.4 - Prob. 14SBECh. 5.4 - Decomposing Functions To join a book club, you pay...Ch. 5.4 - Prob. 16SBECh. 5.4 - Combining Functions Let f(x)=x21 and g(x)=1x. Find...Ch. 5.5 - TEST FOR UNDERSTANDING FOR EXAMPLE 5.14 Find a...Ch. 5.5 - TEST YOUR UNDERSTANDINGFOR EXAMPLE 5.15 What range...Ch. 5.5 - TEST FOR UNDERSTANDING FOR EXAMPLE 5.16 In the...Ch. 5.5 - Reminder Round all the answers to two decimal...Ch. 5.5 - Reminder Round all the answers to two decimal...Ch. 5.5 - Reminder Round all the answers to two decimal...Ch. 5.5 - 5.5 EXERCISES Reminder Round all answers to two...Ch. 5.5 - Reminder Round all answers to two decimal places...Ch. 5.5 - Reminder Round all the answers to two decimal...Ch. 5.5 - Reminder Round all the answers to two decimal...Ch. 5.5 - Reminder Round all the answers to two decimal...Ch. 5.5 - Reminder Round all the answers to two decimal...Ch. 5.5 - Reminder Round all the answers to two decimal...Ch. 5.5 - Reminder Round all answers to two decimal places...Ch. 5.5 - Prob. 12ECh. 5.5 - Reminder Round all the answers to two decimal...Ch. 5.5 - Reminder Round all answers to two decimal places...Ch. 5.5 - Reminder Round all answers to two decimal places...Ch. 5.5 - Prob. 16ECh. 5.5 - 5.5 SKILL BUILDING EXERCISES Using the Quadratic...Ch. 5.5 - 5.5 SKILL BUILDING EXERCISES Using the Quadratic...Ch. 5.5 - 5.5 SKILL BUILDING EXERCISES Using the Quadratic...Ch. 5.5 - 5.5 SKILL BUILDING EXERCISES Using the Quadratic...Ch. 5.5 - 5.5 SKILL BUILDING EXERCISES Using the Quadratic...Ch. 5.5 - Prob. 6SBECh. 5.5 - The Single-Graph method In Exercises S-7 through...Ch. 5.5 - Prob. 8SBECh. 5.5 - Prob. 9SBECh. 5.5 - Prob. 10SBECh. 5.5 - Prob. 11SBECh. 5.5 - Prob. 12SBECh. 5.5 - Prob. 13SBECh. 5.5 - Prob. 14SBECh. 5.5 - Prob. 15SBECh. 5.5 - Prob. 16SBECh. 5.5 - Prob. 17SBECh. 5.5 - Prob. 18SBECh. 5.5 - Prob. 19SBECh. 5.5 - Using Quadratic Regression In Exercises S-13...Ch. 5.6 - The following fictitious table shows kryptonite...Ch. 5.6 - According to Doyle log rule, the length L in feet,...Ch. 5.6 - Prob. 3TUCh. 5.6 - A Dubious Model of Oil Prices The following table...Ch. 5.6 - Speed of Sound in the North Atlantic The speed of...Ch. 5.6 - Traffic Accidents The following table shows the...Ch. 5.6 - Poiseuilles Law for Rate of Fluid Flow Poiseuilles...Ch. 5.6 - Population Genetics In the study of population...Ch. 5.6 - Population Genetics-First Cousins This is a...Ch. 5.6 - Builders old measurement was instituted by law in...Ch. 5.6 - Change in London Travel Time This exercise is a...Ch. 5.6 - An Epidemic Model A certain disease is contracted...Ch. 5.6 - Prob. 10ECh. 5.6 - Prob. 11ECh. 5.6 - C of these fish caught by fishing over the life...Ch. 5.6 - Prob. 13ECh. 5.6 - Prob. 14ECh. 5.6 - 13. Inventory The yearly inventory expense E, in...Ch. 5.6 - Prob. 16ECh. 5.6 - Prob. 17ECh. 5.6 - Prob. 18ECh. 5.6 - Prob. 19ECh. 5.6 - Prob. 20ECh. 5.6 - Cubic Regression In Exercise S-1 through S-7, use...Ch. 5.6 - Cubic Regression In Exercise S-1 through S-7, use...Ch. 5.6 - Cubic Regression In Exercise S-1 through S-7, use...Ch. 5.6 - Prob. 4SBECh. 5.6 - Prob. 5SBECh. 5.6 - Cubic Regression In Exercise S-1 through S-7, use...Ch. 5.6 - Prob. 7SBECh. 5.6 - Prob. 8SBECh. 5.6 - Prob. 9SBECh. 5.6 - Prob. 10SBECh. 5.6 - Prob. 11SBECh. 5.6 - Prob. 12SBECh. 5.6 - Prob. 13SBECh. 5.6 - Quartic Regression In Exercise S-8 through S-14,...Ch. 5.6 - Recognizing Polynomials In Exercise S-15 through...Ch. 5.6 - Recognizing Polynomials In Exercise S-15 through...Ch. 5.6 - Recognizing Polynomials In Exercise S-15 through...Ch. 5.6 - Recognizing Polynomials In Exercise S-15 through...Ch. 5.6 - Rational Function Is y=xx1+x a rational function?Ch. 5.6 - S-20 Rational Function Is y=x3+4x2+x+1 is a...Ch. 5.6 - Rational Function? Is y=x+1x2 is a rational...Ch. 5.6 - Finding Poles Find the poles of y=xx23x+2.Ch. 5.6 - Finding Poles Find the poles of y=x+1x2+7x.Ch. 5.6 - Horizontal Asymptotes Find all the horizontal...Ch. 5.6 - Horizontal Asymptotes Find all the horizontal...Ch. 5.CR - Reminder Round all answers to two decimal places...Ch. 5.CR - Reminder Round all answers to two decimal places...Ch. 5.CR - Reminder Round all answers to two decimal places...Ch. 5.CR - Prob. 4CRCh. 5.CR - Prob. 5CRCh. 5.CR - Prob. 6CRCh. 5.CR - Reminder Round all answers to two decimal places...Ch. 5.CR - Prob. 8CRCh. 5.CR - Prob. 9CRCh. 5.CR - Prob. 10CRCh. 5.CR - Reminder Round all answers to two decimal places...Ch. 5.CR - Prob. 12CRCh. 5.CR - Prob. 13CRCh. 5.CR - Prob. 14CRCh. 5.CR - Reminder Round all answers to two decimal places...Ch. 5.CR - Prob. 16CRCh. 5.CR - Reminder Round all answers to two decimal places...Ch. 5.CR - Reminder Round all answers to two decimal places...Ch. 5.CR - Reminder Round all answers to two decimal places...Ch. 5.CR - Prob. 20CRCh. 5.CR - Reminder Round all answers to two decimal places...Ch. 5.FR1 - Prob. 1ECh. 5.FR1 - Prob. 2ECh. 5.FR1 - Prob. 3ECh. 5.FR1 - Prob. 4ECh. 5.FR1 - Prob. 5ECh. 5.FR1 - Prob. 6ECh. 5.FR1 - Prob. 7ECh. 5.FR1 - Prob. 8ECh. 5.FR2 - Prob. 1ECh. 5.FR2 - Prob. 2ECh. 5.FR2 - Prob. 3ECh. 5.FR2 - Prob. 4ECh. 5.FR2 - Prob. 5ECh. 5.FR2 - Prob. 6ECh. 5.FR2 - Prob. 7ECh. 5.FR2 - Prob. 8ECh. 5.FR2 - Prob. 9ECh. 5.FR2 - Prob. 10ECh. 5.FR2 - Prob. 11ECh. 5.FR2 - Prob. 12ECh. 5.FR2 - Prob. 13ECh. 5.FR2 - Reminder Round all answers to two decimal places...Ch. 5.FR2 - Prob. 15E
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- Eastern Pacific Yellowfin Tuna Studies to fit a logistic model to the Eastern Pacific yellowfin tuna population have yielded N=1481+36e2.61t where t is measured in years and N is measured in thousands of tons of fish. a. What is the r value for the Eastern Pacific yellowfin tuna? b. What is the carrying capacity K for the Eastern Pacific yellowfin tuna? c. What is the optimum yield level? d. Use your calculator to graph N versus t. e. At what time was the population growing the most rapidly?arrow_forwardTEST YOUR UNDERSTANDING Another fish population follows the logistic function N=6.21+188e0.44tmilliontons What is the carrying capacity? What is the initial population? In the absence of limiting factors, what would be the annual percentage growth rate?arrow_forwardMore on the Pacific Sardine This is a continuation of Example 5.1. In this exercise, we explore the Pacific sardine population further, using the model in Example 5.1. a. If the current level of the Pacific sardine population is 50,000 tons, how long will it take for the population to recover to the optimum growth level of 1.2milliontons? Suggestion: One way to solve this is to make a new logistic formula using K2.4, r0.338, and N(0)0.05. b. The value of r used in Example 5.1 ignores the effects of fishing. If fishing mortality is taken into account, then r drops to 0.215 per year with the carrying capacity still at 2.4milliontons. Answer the question in part a using this lower value of r. Note: The population estimate of 50,000 tons and the adjusted value of r are given in the paper by Murphy see footnote 3 on page 347. Murphy points out that factoring in the growth of the competing anchovy population makes the recovery times even longer, and he adds. "It is disconcerting to realize how slowly the population will recover to its level of maximum productivity ... even if fishing stops." Studies to fit a logistic model to the Pacific sardine population have yielded. N=241+239e0.338t where t is measured in years and N is measured in millions of tons of fish. Part 1 What is r for the Pacific sardine? Part 2 According to the logistic model, in the absence of limiting factors, what would be the annual percentage growth rate for the Pacific sardine? Part 3 What is the environmental carrying capacity K? Part 4 What is the optimum yield level? Part 5 Make a graph of N versus t. Part 6 At what time t should the population he harvested? Part 7 What portion of the graph is concave up? What portion is concave down?arrow_forward
- SKILL BUILDING EXERCISES Estimating Carrying Capacity In Figure 5.17, a portion of the logistic growth curve is sketched. Estimate the optimum yield level and the carrying capacity. FIGURE 5.17 A portion of the logistic growth curvearrow_forwardSKILL BUILDING EXERCISES Estimating Optimum Yield In Figure 5.16, a logistic growth curve is sketched. Estimate the optimum yield level and the time when this population should be harvested. FIGURE 5.16 A logistic growth curvearrow_forwardLogistic Population growth the table and scatter plot give the population of black flies in a closed laboratory container over an 18 day period. (a) Use the logistic command on your calculator to find a logistic model for these data. (b) Use the model to estimate the time when there were 400 flies in the containerarrow_forward
- Special Rounding Instructions When you perform logistic regression, round the r value to three decimal places and the other parameters to two decimal places. Round all answers to two decimal places unless other-wise indicated. Fluorescent Bulbs Compact fluorescent light bulbs save energy when compared with traditional incandescent bulbs. Our green energy campaign includes efforts to get local residents to exchange their incandescent bulbs fur fluorescent bulbs. Initially 200 households make the change. Market studies suggest that, in the absence of limiting factors, we could increase that number by 25 each month. In our target area, there are 250,000 households, which we take as the limiting value. Make a logistic model that gives the number of households converting to fluorescent bulbs after t months.arrow_forwardLong-Term Data and the Carrying Capacity This is a continuation of Exercise 13. Ideally, logistic data grow toward the carrying capacity but never go beyond this limiting value. The following table shows additional data on paramecium cells. t 12 13 14 15 16 17 18 19 20 N 610 513 593 557 560 522 565 517 500 a. Add these data to the graph in part b of Exercise 13. b. Comment on the relationship of the data to the carrying capacity. Paramecium Cells The following table is adapted from a paramecium culture experiment conducted by Cause in 1934. The data show the paramecium population N as a function of time t in days. T 2 3 5 6 8 9 10 11 N 14 34 94 189 330 416 507 580 a. Use regression to find a logistic model for this population. b. Make a graph of the model you found in part a. c. According to the model you made in part a, when would the population reach 450?arrow_forwardSKILL BUILDING EXERCISES Percentage Rate of Change for Logistic Model For exponential growth, we assume that the percentage rate of change is constant. What basic assumption regarding the percentage growth rate underlies the logistic model?arrow_forward
- Sales of a video game released in the year 2000 took off at first, but then steadily slowed as time moved on. Table 4 shows the number of games sold, in thousands, from the years 20002010. a. Let x represent time in years starting with x=1 for the year 2000. Let y represent the number of games sold in thousands. Use logarithmic regression to fit a model to these data. b. If games continue to sell at this rate, how many games will sell in 2015? Round to the nearest thousand.arrow_forwardPopulation The table shows the mid-year populations (in millions) of five countries in 2015 and the projected populations (in millions) for the year 2025. (a) Find the exponential growth or decay model y=aebt or y=aebt for the population of each country by letting t=15 correspond to 2015. Use the model to predict the population of each country in 2035. (b) You can see that the populations of the United States and the United Kingdom are growing at different rates. What constant in the equation y=aebt gives the growth rate? Discuss the relationship between the different growth rates and the magnitude of the constant.arrow_forwardSpecial Rounding Instructions When you perform logistic regression, round the r value to three decimal places and the other parameters to two decimal places. Round all answers to two decimal places unless other-wise indicated. African Bees There are 3600 commercial bee hives in a region threatened by African bees. Today African bees have taken over 50 hives. Experience in other areas shows that, in the absence of limiting factors, the African bees will increase the number of hives they take over by 30 each year. Make a logistic model that shows the number of hives taken over by African bees after t years, and determine how long it will be before 1800 hives are affected.arrow_forward
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