General maximization/minimization technique without calculus?












0












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I know that you can use derivatives to find the minimum/maximum of a function. However, sometimes it is very difficult or too long. For example,




enter image description here




In the problem above, there are 3 variables, and on the AMC 10 you don't exactly have the time for fancy calculus. Is there another general technique for cases like this? Thanks!










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  • 1




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    You would not be able to solve this problem by calculus, because it is an integer problem.
    $endgroup$
    – Gerhard S.
    Jan 31 at 19:18
















0












$begingroup$


I know that you can use derivatives to find the minimum/maximum of a function. However, sometimes it is very difficult or too long. For example,




enter image description here




In the problem above, there are 3 variables, and on the AMC 10 you don't exactly have the time for fancy calculus. Is there another general technique for cases like this? Thanks!










share|cite|improve this question











$endgroup$








  • 1




    $begingroup$
    You would not be able to solve this problem by calculus, because it is an integer problem.
    $endgroup$
    – Gerhard S.
    Jan 31 at 19:18














0












0








0





$begingroup$


I know that you can use derivatives to find the minimum/maximum of a function. However, sometimes it is very difficult or too long. For example,




enter image description here




In the problem above, there are 3 variables, and on the AMC 10 you don't exactly have the time for fancy calculus. Is there another general technique for cases like this? Thanks!










share|cite|improve this question











$endgroup$




I know that you can use derivatives to find the minimum/maximum of a function. However, sometimes it is very difficult or too long. For example,




enter image description here




In the problem above, there are 3 variables, and on the AMC 10 you don't exactly have the time for fancy calculus. Is there another general technique for cases like this? Thanks!







calculus optimization contest-math






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edited Feb 1 at 4:45









Rodrigo de Azevedo

13.1k41962




13.1k41962










asked Jan 31 at 19:10









NikosNikos

32




32








  • 1




    $begingroup$
    You would not be able to solve this problem by calculus, because it is an integer problem.
    $endgroup$
    – Gerhard S.
    Jan 31 at 19:18














  • 1




    $begingroup$
    You would not be able to solve this problem by calculus, because it is an integer problem.
    $endgroup$
    – Gerhard S.
    Jan 31 at 19:18








1




1




$begingroup$
You would not be able to solve this problem by calculus, because it is an integer problem.
$endgroup$
– Gerhard S.
Jan 31 at 19:18




$begingroup$
You would not be able to solve this problem by calculus, because it is an integer problem.
$endgroup$
– Gerhard S.
Jan 31 at 19:18










2 Answers
2






active

oldest

votes


















1












$begingroup$

Let $S = AMC+AM+AC+MC$, and let $x=A+1$, $y=M+1$, $z=C+1$. We notice that
$$xyz = S+A+M+C+1 = S+10+1=S+11$$
so we can maximize $S$ by maximizing $xyz$ subject to the constraint $x+y+z =13$, since $A+1+M+1+C+1=13$.



For the moment let's suppose $x,y,z$ can be non-integer. Then by the AM-GM inequality, we know $xyz$ is maximized when $x=y=z$. Since $x+y+z=13$, this yields $x=y=z=13/3$, with $xyz=(13/3)^3 approx 81.4$, corresponding to $S =xyz-11approx 70.4$. So with integer constraints, we know we can't do better than $S=70$; that eliminates choices (D) and (E).



If we look for integer values near $13/3$ with sum $13$, it's natural to try $x=y=4$, $z=5$, which yields $xyz=80$, corresponding to $S=80-11=69$. So the answer is (C).






share|cite|improve this answer











$endgroup$





















    1












    $begingroup$

    For this specific problem, I just thought, that amc + am + mc + ac thing looks a lot like multiplication, I bet it behaves like that. And when splitting an interval to make a product (choose a + b = 1 to maximize ab) the maximal split is half-and-half, so I figured for splitting it into 3 parts to make a product the maximal split would be around third-third-third. So choose 3-3-4. And lo and behold, it gives one of the answers.



    With multiple choice, you can kinda just guess.






    share|cite|improve this answer









    $endgroup$













    • $begingroup$
      Welcome to math.stackexchange. So far, your answer contains some heuristic arguments for why 3-3-4 might be the best solution for obtaining a maximum value. I think your answer should also contain a rigorous proof why 3-3-4 is the best solution.
      $endgroup$
      – supinf
      Feb 1 at 6:52












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    2 Answers
    2






    active

    oldest

    votes








    2 Answers
    2






    active

    oldest

    votes









    active

    oldest

    votes






    active

    oldest

    votes









    1












    $begingroup$

    Let $S = AMC+AM+AC+MC$, and let $x=A+1$, $y=M+1$, $z=C+1$. We notice that
    $$xyz = S+A+M+C+1 = S+10+1=S+11$$
    so we can maximize $S$ by maximizing $xyz$ subject to the constraint $x+y+z =13$, since $A+1+M+1+C+1=13$.



    For the moment let's suppose $x,y,z$ can be non-integer. Then by the AM-GM inequality, we know $xyz$ is maximized when $x=y=z$. Since $x+y+z=13$, this yields $x=y=z=13/3$, with $xyz=(13/3)^3 approx 81.4$, corresponding to $S =xyz-11approx 70.4$. So with integer constraints, we know we can't do better than $S=70$; that eliminates choices (D) and (E).



    If we look for integer values near $13/3$ with sum $13$, it's natural to try $x=y=4$, $z=5$, which yields $xyz=80$, corresponding to $S=80-11=69$. So the answer is (C).






    share|cite|improve this answer











    $endgroup$


















      1












      $begingroup$

      Let $S = AMC+AM+AC+MC$, and let $x=A+1$, $y=M+1$, $z=C+1$. We notice that
      $$xyz = S+A+M+C+1 = S+10+1=S+11$$
      so we can maximize $S$ by maximizing $xyz$ subject to the constraint $x+y+z =13$, since $A+1+M+1+C+1=13$.



      For the moment let's suppose $x,y,z$ can be non-integer. Then by the AM-GM inequality, we know $xyz$ is maximized when $x=y=z$. Since $x+y+z=13$, this yields $x=y=z=13/3$, with $xyz=(13/3)^3 approx 81.4$, corresponding to $S =xyz-11approx 70.4$. So with integer constraints, we know we can't do better than $S=70$; that eliminates choices (D) and (E).



      If we look for integer values near $13/3$ with sum $13$, it's natural to try $x=y=4$, $z=5$, which yields $xyz=80$, corresponding to $S=80-11=69$. So the answer is (C).






      share|cite|improve this answer











      $endgroup$
















        1












        1








        1





        $begingroup$

        Let $S = AMC+AM+AC+MC$, and let $x=A+1$, $y=M+1$, $z=C+1$. We notice that
        $$xyz = S+A+M+C+1 = S+10+1=S+11$$
        so we can maximize $S$ by maximizing $xyz$ subject to the constraint $x+y+z =13$, since $A+1+M+1+C+1=13$.



        For the moment let's suppose $x,y,z$ can be non-integer. Then by the AM-GM inequality, we know $xyz$ is maximized when $x=y=z$. Since $x+y+z=13$, this yields $x=y=z=13/3$, with $xyz=(13/3)^3 approx 81.4$, corresponding to $S =xyz-11approx 70.4$. So with integer constraints, we know we can't do better than $S=70$; that eliminates choices (D) and (E).



        If we look for integer values near $13/3$ with sum $13$, it's natural to try $x=y=4$, $z=5$, which yields $xyz=80$, corresponding to $S=80-11=69$. So the answer is (C).






        share|cite|improve this answer











        $endgroup$



        Let $S = AMC+AM+AC+MC$, and let $x=A+1$, $y=M+1$, $z=C+1$. We notice that
        $$xyz = S+A+M+C+1 = S+10+1=S+11$$
        so we can maximize $S$ by maximizing $xyz$ subject to the constraint $x+y+z =13$, since $A+1+M+1+C+1=13$.



        For the moment let's suppose $x,y,z$ can be non-integer. Then by the AM-GM inequality, we know $xyz$ is maximized when $x=y=z$. Since $x+y+z=13$, this yields $x=y=z=13/3$, with $xyz=(13/3)^3 approx 81.4$, corresponding to $S =xyz-11approx 70.4$. So with integer constraints, we know we can't do better than $S=70$; that eliminates choices (D) and (E).



        If we look for integer values near $13/3$ with sum $13$, it's natural to try $x=y=4$, $z=5$, which yields $xyz=80$, corresponding to $S=80-11=69$. So the answer is (C).







        share|cite|improve this answer














        share|cite|improve this answer



        share|cite|improve this answer








        edited Feb 2 at 13:11

























        answered Feb 1 at 16:53









        awkwardawkward

        6,89011026




        6,89011026























            1












            $begingroup$

            For this specific problem, I just thought, that amc + am + mc + ac thing looks a lot like multiplication, I bet it behaves like that. And when splitting an interval to make a product (choose a + b = 1 to maximize ab) the maximal split is half-and-half, so I figured for splitting it into 3 parts to make a product the maximal split would be around third-third-third. So choose 3-3-4. And lo and behold, it gives one of the answers.



            With multiple choice, you can kinda just guess.






            share|cite|improve this answer









            $endgroup$













            • $begingroup$
              Welcome to math.stackexchange. So far, your answer contains some heuristic arguments for why 3-3-4 might be the best solution for obtaining a maximum value. I think your answer should also contain a rigorous proof why 3-3-4 is the best solution.
              $endgroup$
              – supinf
              Feb 1 at 6:52
















            1












            $begingroup$

            For this specific problem, I just thought, that amc + am + mc + ac thing looks a lot like multiplication, I bet it behaves like that. And when splitting an interval to make a product (choose a + b = 1 to maximize ab) the maximal split is half-and-half, so I figured for splitting it into 3 parts to make a product the maximal split would be around third-third-third. So choose 3-3-4. And lo and behold, it gives one of the answers.



            With multiple choice, you can kinda just guess.






            share|cite|improve this answer









            $endgroup$













            • $begingroup$
              Welcome to math.stackexchange. So far, your answer contains some heuristic arguments for why 3-3-4 might be the best solution for obtaining a maximum value. I think your answer should also contain a rigorous proof why 3-3-4 is the best solution.
              $endgroup$
              – supinf
              Feb 1 at 6:52














            1












            1








            1





            $begingroup$

            For this specific problem, I just thought, that amc + am + mc + ac thing looks a lot like multiplication, I bet it behaves like that. And when splitting an interval to make a product (choose a + b = 1 to maximize ab) the maximal split is half-and-half, so I figured for splitting it into 3 parts to make a product the maximal split would be around third-third-third. So choose 3-3-4. And lo and behold, it gives one of the answers.



            With multiple choice, you can kinda just guess.






            share|cite|improve this answer









            $endgroup$



            For this specific problem, I just thought, that amc + am + mc + ac thing looks a lot like multiplication, I bet it behaves like that. And when splitting an interval to make a product (choose a + b = 1 to maximize ab) the maximal split is half-and-half, so I figured for splitting it into 3 parts to make a product the maximal split would be around third-third-third. So choose 3-3-4. And lo and behold, it gives one of the answers.



            With multiple choice, you can kinda just guess.







            share|cite|improve this answer












            share|cite|improve this answer



            share|cite|improve this answer










            answered Feb 1 at 6:07









            user640459user640459

            111




            111












            • $begingroup$
              Welcome to math.stackexchange. So far, your answer contains some heuristic arguments for why 3-3-4 might be the best solution for obtaining a maximum value. I think your answer should also contain a rigorous proof why 3-3-4 is the best solution.
              $endgroup$
              – supinf
              Feb 1 at 6:52


















            • $begingroup$
              Welcome to math.stackexchange. So far, your answer contains some heuristic arguments for why 3-3-4 might be the best solution for obtaining a maximum value. I think your answer should also contain a rigorous proof why 3-3-4 is the best solution.
              $endgroup$
              – supinf
              Feb 1 at 6:52
















            $begingroup$
            Welcome to math.stackexchange. So far, your answer contains some heuristic arguments for why 3-3-4 might be the best solution for obtaining a maximum value. I think your answer should also contain a rigorous proof why 3-3-4 is the best solution.
            $endgroup$
            – supinf
            Feb 1 at 6:52




            $begingroup$
            Welcome to math.stackexchange. So far, your answer contains some heuristic arguments for why 3-3-4 might be the best solution for obtaining a maximum value. I think your answer should also contain a rigorous proof why 3-3-4 is the best solution.
            $endgroup$
            – supinf
            Feb 1 at 6:52


















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