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Optimization for Exponential Bacteria Growth Rate



The Next CEO of Stack OverflowOptimization Question.Simple Logarithmic Growth with Limit FunctionUnderstanding the informal reasoning used in an example about a differential equationWhat is doubling time of tumor? (Using exponential growth)Growth rate of bacteria involving logarithmic functionsExponential Growth and Decay Question: A Bacteria Culture Grows with Constant Relative Growth Rate.Calculus Population Growth Problem for Actuary Exam PExponential Growth (Number of bacteria..)greatest rate of flowApplications of first ODE










0












$begingroup$


I have attempted this optimization (through differentiation) question from the exercises I've received through a self-improvement course. I got stuck while differentiating the equation which is supposed to be the exponential growth model for bacteria growth, so I'm unable to solve for the answer, I am hoping someone can help to guide me through this question as I was and still am not adept at maths.



Here is the question:
The bacteria population in a certain colony is given by



$f(t) = 1000t^2e^-t$



where $t$ is time in minutes and $t ge 0$



Find the time at which the population reaches a maximum.



I've immediately attempted the product rule to try and differentiate, but as I said I got stuck, and I can't solve for $t$ without differentiating (I can equate $fracdydx$ to 0 and then find the maximum). I'm also not sure where the information '$t$ is time in minutes' and $t ge 0$ comes into play when solving.



Please let me know of the steps needed to complete the question and where I've gone wrong, I would love to learn, thanks!



I have attached two screenshots of the full problem, and my attempt at another screenshot.



Problem Question



My attempted solution










share|cite|improve this question









New contributor




MechaKondor is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.







$endgroup$







  • 1




    $begingroup$
    Your picture of your work does not have any explanation attached. I couldn't easily see what you have done or where you are stuck. One advantage of writing it up in MathJax is it forces you to organize your thoughts.
    $endgroup$
    – Ross Millikan
    Mar 28 at 3:12










  • $begingroup$
    Noted, I'll keep that in mind and be sure to write up any solutions in MathJax in the future.
    $endgroup$
    – MechaKondor
    Mar 28 at 4:54















0












$begingroup$


I have attempted this optimization (through differentiation) question from the exercises I've received through a self-improvement course. I got stuck while differentiating the equation which is supposed to be the exponential growth model for bacteria growth, so I'm unable to solve for the answer, I am hoping someone can help to guide me through this question as I was and still am not adept at maths.



Here is the question:
The bacteria population in a certain colony is given by



$f(t) = 1000t^2e^-t$



where $t$ is time in minutes and $t ge 0$



Find the time at which the population reaches a maximum.



I've immediately attempted the product rule to try and differentiate, but as I said I got stuck, and I can't solve for $t$ without differentiating (I can equate $fracdydx$ to 0 and then find the maximum). I'm also not sure where the information '$t$ is time in minutes' and $t ge 0$ comes into play when solving.



Please let me know of the steps needed to complete the question and where I've gone wrong, I would love to learn, thanks!



I have attached two screenshots of the full problem, and my attempt at another screenshot.



Problem Question



My attempted solution










share|cite|improve this question









New contributor




MechaKondor is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.







$endgroup$







  • 1




    $begingroup$
    Your picture of your work does not have any explanation attached. I couldn't easily see what you have done or where you are stuck. One advantage of writing it up in MathJax is it forces you to organize your thoughts.
    $endgroup$
    – Ross Millikan
    Mar 28 at 3:12










  • $begingroup$
    Noted, I'll keep that in mind and be sure to write up any solutions in MathJax in the future.
    $endgroup$
    – MechaKondor
    Mar 28 at 4:54













0












0








0





$begingroup$


I have attempted this optimization (through differentiation) question from the exercises I've received through a self-improvement course. I got stuck while differentiating the equation which is supposed to be the exponential growth model for bacteria growth, so I'm unable to solve for the answer, I am hoping someone can help to guide me through this question as I was and still am not adept at maths.



Here is the question:
The bacteria population in a certain colony is given by



$f(t) = 1000t^2e^-t$



where $t$ is time in minutes and $t ge 0$



Find the time at which the population reaches a maximum.



I've immediately attempted the product rule to try and differentiate, but as I said I got stuck, and I can't solve for $t$ without differentiating (I can equate $fracdydx$ to 0 and then find the maximum). I'm also not sure where the information '$t$ is time in minutes' and $t ge 0$ comes into play when solving.



Please let me know of the steps needed to complete the question and where I've gone wrong, I would love to learn, thanks!



I have attached two screenshots of the full problem, and my attempt at another screenshot.



Problem Question



My attempted solution










share|cite|improve this question









New contributor




MechaKondor is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.







$endgroup$




I have attempted this optimization (through differentiation) question from the exercises I've received through a self-improvement course. I got stuck while differentiating the equation which is supposed to be the exponential growth model for bacteria growth, so I'm unable to solve for the answer, I am hoping someone can help to guide me through this question as I was and still am not adept at maths.



Here is the question:
The bacteria population in a certain colony is given by



$f(t) = 1000t^2e^-t$



where $t$ is time in minutes and $t ge 0$



Find the time at which the population reaches a maximum.



I've immediately attempted the product rule to try and differentiate, but as I said I got stuck, and I can't solve for $t$ without differentiating (I can equate $fracdydx$ to 0 and then find the maximum). I'm also not sure where the information '$t$ is time in minutes' and $t ge 0$ comes into play when solving.



Please let me know of the steps needed to complete the question and where I've gone wrong, I would love to learn, thanks!



I have attached two screenshots of the full problem, and my attempt at another screenshot.



Problem Question



My attempted solution







calculus






share|cite|improve this question









New contributor




MechaKondor is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.











share|cite|improve this question









New contributor




MechaKondor is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.









share|cite|improve this question




share|cite|improve this question








edited Mar 28 at 3:11









Jacob Jones

14311




14311






New contributor




MechaKondor is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.









asked Mar 28 at 2:54









MechaKondorMechaKondor

32




32




New contributor




MechaKondor is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.





New contributor





MechaKondor is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.






MechaKondor is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.







  • 1




    $begingroup$
    Your picture of your work does not have any explanation attached. I couldn't easily see what you have done or where you are stuck. One advantage of writing it up in MathJax is it forces you to organize your thoughts.
    $endgroup$
    – Ross Millikan
    Mar 28 at 3:12










  • $begingroup$
    Noted, I'll keep that in mind and be sure to write up any solutions in MathJax in the future.
    $endgroup$
    – MechaKondor
    Mar 28 at 4:54












  • 1




    $begingroup$
    Your picture of your work does not have any explanation attached. I couldn't easily see what you have done or where you are stuck. One advantage of writing it up in MathJax is it forces you to organize your thoughts.
    $endgroup$
    – Ross Millikan
    Mar 28 at 3:12










  • $begingroup$
    Noted, I'll keep that in mind and be sure to write up any solutions in MathJax in the future.
    $endgroup$
    – MechaKondor
    Mar 28 at 4:54







1




1




$begingroup$
Your picture of your work does not have any explanation attached. I couldn't easily see what you have done or where you are stuck. One advantage of writing it up in MathJax is it forces you to organize your thoughts.
$endgroup$
– Ross Millikan
Mar 28 at 3:12




$begingroup$
Your picture of your work does not have any explanation attached. I couldn't easily see what you have done or where you are stuck. One advantage of writing it up in MathJax is it forces you to organize your thoughts.
$endgroup$
– Ross Millikan
Mar 28 at 3:12












$begingroup$
Noted, I'll keep that in mind and be sure to write up any solutions in MathJax in the future.
$endgroup$
– MechaKondor
Mar 28 at 4:54




$begingroup$
Noted, I'll keep that in mind and be sure to write up any solutions in MathJax in the future.
$endgroup$
– MechaKondor
Mar 28 at 4:54










1 Answer
1






active

oldest

votes


















1












$begingroup$

I can't really follow your handwriting or solution. It says how to solve the problem in the question with a derivative test.



$$ f(t) = 1000t^2 e^-t tag1 $$



the product rule is given as



$$ (g cdot h)^' = g^' cdot h+ g cdot h^' tag2$$



the constant doesn't matter here, it simply scales so instead look at



$$ f_1(t) = g cdot h = t^2 e^-t tag3$$



then we have



$$ g(t) = t^2 , h(t) = e^-t implies g^'(t) = 2 t , h^'(t) = -e^-t tag4$$



which gives us



$$ f_1^'(t) = 2 t cdot e^-t - t^2e^-t tag5 $$



we rewrite this as



$$ f_t^'(t) = e^-tt(2 - t) tag6$$



Then we have



$$ t = 0, 2 $$
$$ f_1(2) = (2)^t e^-2 = 4 cdot e^-2 = frac4e^2 tag7 $$



so our maximum for $f(t)$ is given by



$$ f(2) = frac4000e^2 tag8 $$






share|cite|improve this answer









$endgroup$













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    active

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    1












    $begingroup$

    I can't really follow your handwriting or solution. It says how to solve the problem in the question with a derivative test.



    $$ f(t) = 1000t^2 e^-t tag1 $$



    the product rule is given as



    $$ (g cdot h)^' = g^' cdot h+ g cdot h^' tag2$$



    the constant doesn't matter here, it simply scales so instead look at



    $$ f_1(t) = g cdot h = t^2 e^-t tag3$$



    then we have



    $$ g(t) = t^2 , h(t) = e^-t implies g^'(t) = 2 t , h^'(t) = -e^-t tag4$$



    which gives us



    $$ f_1^'(t) = 2 t cdot e^-t - t^2e^-t tag5 $$



    we rewrite this as



    $$ f_t^'(t) = e^-tt(2 - t) tag6$$



    Then we have



    $$ t = 0, 2 $$
    $$ f_1(2) = (2)^t e^-2 = 4 cdot e^-2 = frac4e^2 tag7 $$



    so our maximum for $f(t)$ is given by



    $$ f(2) = frac4000e^2 tag8 $$






    share|cite|improve this answer









    $endgroup$

















      1












      $begingroup$

      I can't really follow your handwriting or solution. It says how to solve the problem in the question with a derivative test.



      $$ f(t) = 1000t^2 e^-t tag1 $$



      the product rule is given as



      $$ (g cdot h)^' = g^' cdot h+ g cdot h^' tag2$$



      the constant doesn't matter here, it simply scales so instead look at



      $$ f_1(t) = g cdot h = t^2 e^-t tag3$$



      then we have



      $$ g(t) = t^2 , h(t) = e^-t implies g^'(t) = 2 t , h^'(t) = -e^-t tag4$$



      which gives us



      $$ f_1^'(t) = 2 t cdot e^-t - t^2e^-t tag5 $$



      we rewrite this as



      $$ f_t^'(t) = e^-tt(2 - t) tag6$$



      Then we have



      $$ t = 0, 2 $$
      $$ f_1(2) = (2)^t e^-2 = 4 cdot e^-2 = frac4e^2 tag7 $$



      so our maximum for $f(t)$ is given by



      $$ f(2) = frac4000e^2 tag8 $$






      share|cite|improve this answer









      $endgroup$















        1












        1








        1





        $begingroup$

        I can't really follow your handwriting or solution. It says how to solve the problem in the question with a derivative test.



        $$ f(t) = 1000t^2 e^-t tag1 $$



        the product rule is given as



        $$ (g cdot h)^' = g^' cdot h+ g cdot h^' tag2$$



        the constant doesn't matter here, it simply scales so instead look at



        $$ f_1(t) = g cdot h = t^2 e^-t tag3$$



        then we have



        $$ g(t) = t^2 , h(t) = e^-t implies g^'(t) = 2 t , h^'(t) = -e^-t tag4$$



        which gives us



        $$ f_1^'(t) = 2 t cdot e^-t - t^2e^-t tag5 $$



        we rewrite this as



        $$ f_t^'(t) = e^-tt(2 - t) tag6$$



        Then we have



        $$ t = 0, 2 $$
        $$ f_1(2) = (2)^t e^-2 = 4 cdot e^-2 = frac4e^2 tag7 $$



        so our maximum for $f(t)$ is given by



        $$ f(2) = frac4000e^2 tag8 $$






        share|cite|improve this answer









        $endgroup$



        I can't really follow your handwriting or solution. It says how to solve the problem in the question with a derivative test.



        $$ f(t) = 1000t^2 e^-t tag1 $$



        the product rule is given as



        $$ (g cdot h)^' = g^' cdot h+ g cdot h^' tag2$$



        the constant doesn't matter here, it simply scales so instead look at



        $$ f_1(t) = g cdot h = t^2 e^-t tag3$$



        then we have



        $$ g(t) = t^2 , h(t) = e^-t implies g^'(t) = 2 t , h^'(t) = -e^-t tag4$$



        which gives us



        $$ f_1^'(t) = 2 t cdot e^-t - t^2e^-t tag5 $$



        we rewrite this as



        $$ f_t^'(t) = e^-tt(2 - t) tag6$$



        Then we have



        $$ t = 0, 2 $$
        $$ f_1(2) = (2)^t e^-2 = 4 cdot e^-2 = frac4e^2 tag7 $$



        so our maximum for $f(t)$ is given by



        $$ f(2) = frac4000e^2 tag8 $$







        share|cite|improve this answer












        share|cite|improve this answer



        share|cite|improve this answer










        answered Mar 28 at 3:29









        Ryan HoweRyan Howe

        2,50411324




        2,50411324




















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