Math Problem Statement

The table to right gives the projections of the population of a country from 2000 to 2100. Answer parts ​(a) through ​(c). Full data set

Year Population​ (millions) Year Population​ (millions) 2000 280.1 2060 440.2 2010 303.2 2070 466.1 2020 326.9 2080 506.2 2030 355.2 2090 538.5 2040 386.5 2100 577.1 2050 407.9 Question content area bottom Part 1 ​(a) Find a linear function that models this​ data, with x equal to the number of years after 2000 and​ f(x) equal to the population in millions. ​f(x)equals    2.945 x plus 269.827 ​(Use integers or decimals for any numbers in the expression. Round to three decimal places as​ needed.) Part 2 ​(b) Find ​f(70​). ​f(70​)equals    476 ​(Round to one decimal place as​ needed.) Part 3 State what does the value of ​f(70​) mean. A. This will be the projected population in year 2170. B. This will be the projected population in year 2070. Your answer is correct. Part 4 ​(c) What does this model predict the population to be in​ 2080? The population in year 2080 will be    enter your response here millions. ​(Round to one decimal place as​ needed.)

Solution

We have the linear function modeling the population:

f(x)=2.945x+269.827f(x) = 2.945x + 269.827

where xx is the number of years after 2000, and f(x)f(x) represents the population in millions.

Part (c): Predict the population in 2080

Since 2080 corresponds to x=20802000=80x = 2080 - 2000 = 80, we substitute x=80x = 80 into the function:

f(80)=2.945(80)+269.827f(80) = 2.945(80) + 269.827

=235.6+269.827= 235.6 + 269.827

=505.4= 505.4

Final Answer:

The projected population in 2080 will be 505.4 million.


Would you like a step-by-step breakdown of how this function was derived?

Here are five related questions to explore further:

  1. How would the model change if population growth slowed after 2050?
  2. What is the rate of change in population according to this model?
  3. How accurate do you think a linear model is for long-term predictions like this?
  4. Could an exponential or logistic model be a better fit? Why or why not?
  5. If the population growth rate increased, how would that affect the function?

Tip:

Linear models work well for short-term projections, but for long-term trends, consider using exponential or logistic models to account for real-world constraints like resource limits. 🚀

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Math Problem Analysis

Mathematical Concepts

Linear Functions
Algebra
Interpolation

Formulas

f(x) = mx + b
Linear equation model

Theorems

Linear Model Theorem

Suitable Grade Level

Grades 9-11