document.write( "Question 1099143: The number of people in a community who hear a particular rumor is governed by the
\n" ); document.write( "logistic model
\n" ); document.write( "R(t) =
\n" ); document.write( "L 1 + Me−κt where R(t) represents the number of people who have heard the rumor t days after the
\n" ); document.write( "rumor initially was told by one person to another person. The constants L, M and κ
\n" ); document.write( "are to be determined from observations of the spreading rumor.
\n" ); document.write( "The following observations of the rumor “The cake is a lie” spreading across a uni
\n" ); document.write( "versity campus are made • Initially one student tells another student the rumor, that is, only 2 students have heard the rumor. • The rumor spreads to 10 students after 1 day. • After a number of days of observations it is predicted that eventually, that is, after a very long time, 200 students on campus will have heard the rumor.
\n" ); document.write( "Given the three pieces of information provided from the observations of the rumor, find
\n" ); document.write( "the exact values of the constants L, M and κ. Write the equation describing how many
\n" ); document.write( "people have heard the rumor at time t days after the rumor starts
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Algebra.Com's Answer #713646 by greenestamps(13203)\"\" \"About 
You can put this solution on YOUR website!


\n" ); document.write( "The logistic function is

\n" ); document.write( "\"R%28t%29+=+L%2F%281%2BMe%5E%28-kt%29%29\"

\n" ); document.write( "The numerator \"L\" is the limiting value of the function, as t goes to infinity. This is because as t gets very large, the expression \"e%5E%28-kt%29\" goes to 0, making the function value L/1 = L.

\n" ); document.write( "So in your problem, L is 200, and the function is

\n" ); document.write( "\"R%28t%29+=+200%2F%281%2BMe%5E%28-kt%29%29\"

\n" ); document.write( "The function value at t=0 is the starting value of the function. The function evaluated at t=0 is \"200%2F%281%2BM%29\", because when t=0 \"e%5E%28-kt%29+=+1\".

\n" ); document.write( "In your problem, where the initial number of people who have heard the rumor is 1, we have \"200%2F%281%2BM%29+=+1\" which means M is 199.

\n" ); document.write( "So the function in this problem is

\n" ); document.write( "\"R%28t%29+=+200%2F%281%2B199e%5E%28-kt%29%29\"

\n" ); document.write( "To find the value of k to finish the problem, we use the given information that 10 students have heard the rumor after 1 day. That is, R(1) = 10.

\n" ); document.write( "\"R%281%29+=+10+=+200%2F%281%2B199e%5E%28-k%29%29\"
\n" ); document.write( "\"1%2B199e%5E%28-k%29+=+200%2F10+=+20\"
\n" ); document.write( "\"199e%5E%28-k%29+=+19\"
\n" ); document.write( "\"e%5E%28-k%29+=+19%2F199\"

\n" ); document.write( "Now in the denominator of the logistic function, notice that \"e%5E%28-kt%29+=+%28e%5E%28-k%29%29%5Et%29\"

\n" ); document.write( "Since we have found that the value of \"e%5E%28-k%29\" is \"19%2F199\"; we can now write the completed function for this problem as

\n" ); document.write( "\"R%28t%29+=+200%2F%281%2B199%2819%2F199%29%5Et%29\"

\n" ); document.write( "With the logistic function in this form, it is easy to see that the given three data points are satisfied:
\n" ); document.write( "(1) \"R%280%29+=+200%2F%281%2B199%281%29%29+=+200%2F200+=+1\"
\n" ); document.write( "(2) \"R%281%29+=+200%2F%281%2B199%2819%2F199%29%29+=+200%2F%281%2B19%29+=+200%2F20+=+10\"
\n" ); document.write( "(3) For t \"large\", \"R%28t%29+=+200%2F%281%2B199%2A0%29+=+200%2F1+=+200\"

\n" ); document.write( "Now I note that the way you have asked the question, we are supposed to find the values of L, M, and k. Finding the values of L and M was easy.

\n" ); document.write( "But we didn't find the value of k in the work above. However, that is easy:
\n" ); document.write( "\"e%5E%28-k%29+=+19%2F199\"
\n" ); document.write( "\"-k+=+ln%2819%2F199%29\"
\n" ); document.write( "\"k+=+-ln%2819%2F199%29\"

\n" ); document.write( "We could write the logistic function using \"e%5E%28-kt%29\"; but it would look ugly:
\n" ); document.write( "\"R%28t%29+=+200%2F%281%2B199%28e%5E%28%28-ln19%2F199%29%2At%29%29%29\"
\n" ); document.write( "
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