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[M] Let \(M\) and \({{\bf{x}}_0}\) be as in example 3.

a. Compute the population vectors \({{\bf{x}}_k}\) for \(k = 1,.....,20\). Discuss what you find.

b. Repeat part (a) with an initial population of 350,000 in the city and 650,000 in the suburbs. What do you find?

Short Answer

Expert verified

\[\left[ {\begin{array}{*{20}{c}}{370,283}\\{629,717}\end{array}} \right]\]

Step by step solution

01

Form the difference equation

From example 3, \(M = \left[ {\begin{array}{*{20}{c}}{0.95}&{0.03}\\{0.05}&{0.97}\end{array}} \right]\) and \({{\bf{x}}_0} = \left[ {\begin{array}{*{20}{c}}{600,000}\\{400,000}\end{array}} \right]\).

\({{\bf{x}}_{k + 1}} = M{{\bf{x}}_k}\)

02

Find the population vectors

From MATLAB, some of the population vectors are

\({x_5} = \left[ {\begin{array}{*{20}{c}}{523,293}\\{476,707}\end{array}} \right]\), \[{{\bf{x}}_{10}} = \left[ {\begin{array}{*{20}{c}}{472,737}\\{527,263}\end{array}} \right]\], \[\,{{\bf{x}}_{15}} = \left[ {\begin{array}{*{20}{c}}{439,417}\\{560,583}\end{array}} \right]\], \[{{\bf{x}}_{20}} = \left[ {\begin{array}{*{20}{c}}{417,456}\\{582,544}\end{array}} \right]\].

The data in thepopulation vectors shows that the city population is declining and the suburban population is increasing, but over the years, the population change is getting smaller.

03

Find the population vectors

If the initial population of the city is 350,000, and in the suburbs, it is 650,000, then \({{\bf{x}}_0} = \left[ {\begin{array}{*{20}{c}}{350,000}\\{650,000}\end{array}} \right]\).

Use the following MATLAB code to solve the equation \({{\bf{x}}_{k + 1}} = M{{\bf{x}}_k}\) for \(k = 19\).

\( > > M = \left[ {\begin{array}{*{20}{c}}{0.98034}&{0.00179;\,\begin{array}{*{20}{c}}{\,0.01966}&{0.99821}\end{array}}\end{array}} \right];\)

\( > > {x_0} = \left[ {38041430\;;\;\;275872610} \right];\)

\(\)\(\begin{array}{l} > > \,\,{\rm{for}}\;\;k = 1:19\\\, > > \,\,x\left( {k + 1} \right) = M * x\left( k \right)\end{array}\)

\[{{\bf{x}}_{20}} = \left[ {\begin{array}{*{20}{c}}{370,283}\\{629,717}\end{array}} \right]\]

The data in the population vectors shows that the city population is increasing at a slower rate, whereas the suburban population is decreasing.

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Most popular questions from this chapter

Determine the values(s) of \(h\) such that matrix is the augmented matrix of a consistent linear system.

17. \(\left[ {\begin{array}{*{20}{c}}2&3&h\\4&6&7\end{array}} \right]\)

In Exercises 23 and 24, key statements from this section are either quoted directly, restated slightly (but still true), or altered in some way that makes them false in some cases. Mark each statement True or False, and justify your answer. (If true, give the approximate location where a similar statement appears, or refer to a de铿乶ition or theorem. If false, give the location of a statement that has been quoted or used incorrectly, or cite an example that shows the statement is not true in all cases.) Similar true/false questions will appear in many sections of the text.

23.

a. Every elementary row operation is reversible.

b. A \(5 \times 6\)matrix has six rows.

c. The solution set of a linear system involving variables \({x_1},\,{x_2},\,{x_3},........,{x_n}\)is a list of numbers \(\left( {{s_1},\, {s_2},\,{s_3},........,{s_n}} \right)\) that makes each equation in the system a true statement when the values \ ({s_1},\, {s_2},\, {s_3},........,{s_n}\) are substituted for \({x_1},\,{x_2},\,{x_3},........,{x_n}\), respectively.

d. Two fundamental questions about a linear system involve existence and uniqueness.

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In Exercise 1, compute \(u + v\) and \(u - 2v\).

  1. \(u = \left[ {\begin{array}{*{20}{c}}{ - 1}\\2\end{array}} \right]\), \(v = \left[ {\begin{array}{*{20}{c}}{ - 3}\\{ - 1}\end{array}} \right]\).

Find the general solutions of the systems whose augmented matrices are given as

14. \(\left[ {\begin{array}{*{20}{c}}1&2&{ - 5}&{ - 6}&0&{ - 5}\\0&1&{ - 6}&{ - 3}&0&2\\0&0&0&0&1&0\\0&0&0&0&0&0\end{array}} \right]\).

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