General maximization/minimization technique without calculus?
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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,
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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add a comment |
$begingroup$
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,
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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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
add a comment |
$begingroup$
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,
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
$endgroup$
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,
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
calculus optimization contest-math
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
add a comment |
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
add a comment |
2 Answers
2
active
oldest
votes
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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).
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add a comment |
$begingroup$
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.
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$begingroup$
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.
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– supinf
Feb 1 at 6:52
add a comment |
Your Answer
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2 Answers
2
active
oldest
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2 Answers
2
active
oldest
votes
active
oldest
votes
active
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votes
$begingroup$
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).
$endgroup$
add a comment |
$begingroup$
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).
$endgroup$
add a comment |
$begingroup$
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).
$endgroup$
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).
edited Feb 2 at 13:11
answered Feb 1 at 16:53
awkwardawkward
6,89011026
6,89011026
add a comment |
add a comment |
$begingroup$
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.
$endgroup$
$begingroup$
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
add a comment |
$begingroup$
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.
$endgroup$
$begingroup$
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
add a comment |
$begingroup$
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.
$endgroup$
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.
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
add a comment |
$begingroup$
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
add a comment |
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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