Number of solutions to $x_1+x_2+cdots+x_5=41$ Announcing the arrival of Valued Associate #679: Cesar Manara Planned maintenance scheduled April 23, 2019 at 23:30 UTC (7:30pm US/Eastern)Why are generating functions useful?Count the number of integer solutions to $x_1+x_2+cdots+x_5=36$number of solutions to $x_1 + x_2 + x_3 + x_4 + x_5 = 31$ via generating function?How do you count the number of solutions to simultaneous boolean equations?The number of nonnegative integer solutions of $x_1+cdots+x_6=24$ with $x_1+x_2+x_3>x_4+x_5+x_6$Determine a generating function and name the coefficient you would need to count the solutions to distribution questionNumber of non-negative integers solutions of $x_1 + x_2 + x_3 + x_4 + x_5 = 10$ when $x_1 = x_2$ and when $x_1 > x_2$How many solutions are there to $x_1 + x_2 + … + x_5 = 21$?How many natural solutions to $x_1 + x_2 + x_3 + x_4 + x_5 + x_6 = 24$ if $x_1 + x_2 + x_3 > x_4 + x_5 + x_6$?How many solutions are there to the equation $x_1+x_2+x_3+x_4+x_5=30$ with restrictions using generating functions?
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Number of solutions to $x_1+x_2+cdots+x_5=41$
Announcing the arrival of Valued Associate #679: Cesar Manara
Planned maintenance scheduled April 23, 2019 at 23:30 UTC (7:30pm US/Eastern)Why are generating functions useful?Count the number of integer solutions to $x_1+x_2+cdots+x_5=36$number of solutions to $x_1 + x_2 + x_3 + x_4 + x_5 = 31$ via generating function?How do you count the number of solutions to simultaneous boolean equations?The number of nonnegative integer solutions of $x_1+cdots+x_6=24$ with $x_1+x_2+x_3>x_4+x_5+x_6$Determine a generating function and name the coefficient you would need to count the solutions to distribution questionNumber of non-negative integers solutions of $x_1 + x_2 + x_3 + x_4 + x_5 = 10$ when $x_1 = x_2$ and when $x_1 > x_2$How many solutions are there to $x_1 + x_2 + … + x_5 = 21$?How many natural solutions to $x_1 + x_2 + x_3 + x_4 + x_5 + x_6 = 24$ if $x_1 + x_2 + x_3 > x_4 + x_5 + x_6$?How many solutions are there to the equation $x_1+x_2+x_3+x_4+x_5=30$ with restrictions using generating functions?
$begingroup$
Use a generating function to count the number of integer solutions
to $x_1+x_2+cdots+x_5=41$ that satisfy $0le x_ile20$ for all $i$,
$x_i$ is even when $i$ is even, and $x_i$ is odd when $i$ is odd.
Ignoring the conditions at the end, I believe that $g(x)=(1+x+x^2+cdots+x^20)^5$, and the answer to the problem is the coefficient of $x^41$ in $g(x)$. But, as I said, I have ignored the terms after all; I haven't the faintest idea of how to go about incorporating them. I'm (obviously) missing something, and I don't seem to be getting anywhere, no matter how many examples I go through. Any help is greatly appreciated!!
combinatorics generating-functions
$endgroup$
add a comment |
$begingroup$
Use a generating function to count the number of integer solutions
to $x_1+x_2+cdots+x_5=41$ that satisfy $0le x_ile20$ for all $i$,
$x_i$ is even when $i$ is even, and $x_i$ is odd when $i$ is odd.
Ignoring the conditions at the end, I believe that $g(x)=(1+x+x^2+cdots+x^20)^5$, and the answer to the problem is the coefficient of $x^41$ in $g(x)$. But, as I said, I have ignored the terms after all; I haven't the faintest idea of how to go about incorporating them. I'm (obviously) missing something, and I don't seem to be getting anywhere, no matter how many examples I go through. Any help is greatly appreciated!!
combinatorics generating-functions
$endgroup$
add a comment |
$begingroup$
Use a generating function to count the number of integer solutions
to $x_1+x_2+cdots+x_5=41$ that satisfy $0le x_ile20$ for all $i$,
$x_i$ is even when $i$ is even, and $x_i$ is odd when $i$ is odd.
Ignoring the conditions at the end, I believe that $g(x)=(1+x+x^2+cdots+x^20)^5$, and the answer to the problem is the coefficient of $x^41$ in $g(x)$. But, as I said, I have ignored the terms after all; I haven't the faintest idea of how to go about incorporating them. I'm (obviously) missing something, and I don't seem to be getting anywhere, no matter how many examples I go through. Any help is greatly appreciated!!
combinatorics generating-functions
$endgroup$
Use a generating function to count the number of integer solutions
to $x_1+x_2+cdots+x_5=41$ that satisfy $0le x_ile20$ for all $i$,
$x_i$ is even when $i$ is even, and $x_i$ is odd when $i$ is odd.
Ignoring the conditions at the end, I believe that $g(x)=(1+x+x^2+cdots+x^20)^5$, and the answer to the problem is the coefficient of $x^41$ in $g(x)$. But, as I said, I have ignored the terms after all; I haven't the faintest idea of how to go about incorporating them. I'm (obviously) missing something, and I don't seem to be getting anywhere, no matter how many examples I go through. Any help is greatly appreciated!!
combinatorics generating-functions
combinatorics generating-functions
edited Apr 2 at 8:29
Eevee Trainer
10.6k31842
10.6k31842
asked Apr 2 at 8:07
Esther RoseEsther Rose
795
795
add a comment |
add a comment |
2 Answers
2
active
oldest
votes
$begingroup$
In the general scenario,
$$x_1 + x_2 + ... + x_n = r$$
where $x_k geq 0$ for all $k$, we have a generating function $g$ that is a product of $n$ polynomials $P$:
$$g(x) = P_1(x)P_2(x)...P_n(x)$$
Each of these $P_k(x)$ is defined by the restrictions on the $x_k$. Each $P_k$ will be a sum of powers of $x$, where each exponent of a $x$ term is a valid value $x_k$ may take on in the above equation. Some examples are prudent:
Example $#1$: We want to find the number of nonnegative integer solutions to
$$x_1 + x_2 + x_3 = 10$$
where $x_i geq 0$ for all $i$
This is the scenario you seem to be fine with: effectively no restrictions. Though it must be noted that there is an implicit maximum of $10$ here for each $x_k$: as you deal with more of these, you will learn whether to use $0 le x_k le 10$ or simply $0 le x_k$ (and thus use an infinite sum). I won't bog us down on the details here regarding which to use, and simply assume finite sums.
Here, since $x_k$ can be $0,1,...,10$, then, each of the $P_k$ polynomials are
$$P_k(x) = 1 + x + x^2 + x^3 + ... + x^10$$
(Notice: $x^0 = 1$.) Then the generating function is the product of $P_1,P_2,P_3$ - which are all the same and thus give you the cube of the above.
Example $#2$: We want to find the number of nonnegative integer solutions to
$$x_1 + x_2 + x_3 = 10$$
where $x_i geq 0$ for all $i$, and $x_i$ must be even.
In this scenario, the allowed values for $x_i$ have changed. Now we cannot have odd values! Thus, $x_k$ must be $0,2,4,6,8,$ or $10$ for all $k$. Since these are the allowed values, we see that
$$P_1(x) = P_2(x) = P_3(x) = 1 + x^2 + x^4 + x^6 + x^8 + x^10$$
Again, bear in mind how the exponents (when $1 = x^0$) correspond to the allowed values for $x_k$!
Again in this case, $P_1 = P_2 = P_3$, so $g$ is just the cube of any one of them.
Example $#3$: We want to find the number of nonnegative integer solutions to
$$x_1 + x_2 + x_3 = 10$$
where $x_i geq 0$ for all $i$. Further, $x_1$ must be even, $x_2$ must be prime, and $x_3$ must be a perfect square.
Now have different conditions for all three numbers! But this is still doable! We first individually see what values are allowed per variable. On investigation...
$x_1$ can be $0,2,4,6,8,10$
$x_2$ can be $2,3,5,7$
$x_3$ can be $0,1,4,9$
With these in mind, we construct the polynomials one by one. Again, the exponents are the permissibile powers of the corresponding summand, with $x_i^0 = 1$. Then we see
- $P_1(x) = 1 + x^2 + x^4 + x^6 + x^8 + x^10$
- $P_2(x) = x^2 + x^3 + x^7 + x^9$
- $P_3(x) = 1 + x + x^4 + x^9$
Our generating function, $g(x)$, this time is not a cube, but simply the product
$$g(x) = P_1(x)P_2(x)P_3(x)$$
If one wanted to write it explicitly they could with no trouble, just substitute in the expressions in the bullets.
With these in mind, we consider now your scenario:
$$x_1 + x_2 + x_3 + x_4 + x_5 = 41$$
where, for $k = 1,2,...,5$,
- $x_k ge 0$
- $x_k le 20$
$x_k$ is even for even $k$
$x_k$ is odd for odd $k$
We translate this into the sets of permissible values. Keep in mind that we cannot go any higher than $41$ necessarily for any value. If you want to, I think this is the kind of equation that would allow for an infinite sum instead of finite - and if you're familiar with that, the work is similar enough that you should be able to analogize it.
In any event, the set of permissible values:
$x_2,x_4$ can be $0,2,4,6,...,20$
$x_1,x_3,x_5$ can be $1,3,5,7,...,19$
Then the corresponding polynomials are? We again construct them by basing the exponents on the allowed values:
$$beginalign
P_1(x) = P_3(x) = P_5(x) &= x + x^3 + x^5 + x^7 + ... + x^19\
P_2(x) = P_4(x) &= 1 + x^2 + x^4 + x^6 + ... + x^20
endalign$$
and then $g(x) = P_1(x)P_2(x)P_3(x)P_4(x)P_5(x)$.
$endgroup$
$begingroup$
wow, thank you for the detailed explanation, that makes tons of sense.
$endgroup$
– Esther Rose
Apr 3 at 0:04
$begingroup$
@evee, so at this point, this is what I've got, I'm not sure if it's at all correct $g(x)=x^3(1+x^2+x^4+cdots+x^18)^3(1+x^2+x^4+cdots+x^20)^2 = x^3frac(1-x^19)^3(1-x^2)^3frac(1-x^21)^2(1-x^2)^2$
$endgroup$
– Esther Rose
Apr 3 at 0:12
$begingroup$
I would have simplified by grouping the denominators together, but yup that seems correct!
$endgroup$
– Eevee Trainer
Apr 3 at 0:47
add a comment |
$begingroup$
You're a good deal of the way there. What you have so far is five copies of $1+x+cdots+x^20$. They all stop at $20$ because no $x_i$ can be larger than $20$.
The limitation that $x_1$ can only be odd is similarily simple. It just means that the factor of the generating function that corresponds to $x_1$ only has odd-degree terms. So instead of $1+x+x^2+cdots + x^20$, you get $x + x^3 + cdots + x^19$. Do a similar thing for the other four variables, and you have your generating function.
$endgroup$
add a comment |
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2 Answers
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2 Answers
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votes
$begingroup$
In the general scenario,
$$x_1 + x_2 + ... + x_n = r$$
where $x_k geq 0$ for all $k$, we have a generating function $g$ that is a product of $n$ polynomials $P$:
$$g(x) = P_1(x)P_2(x)...P_n(x)$$
Each of these $P_k(x)$ is defined by the restrictions on the $x_k$. Each $P_k$ will be a sum of powers of $x$, where each exponent of a $x$ term is a valid value $x_k$ may take on in the above equation. Some examples are prudent:
Example $#1$: We want to find the number of nonnegative integer solutions to
$$x_1 + x_2 + x_3 = 10$$
where $x_i geq 0$ for all $i$
This is the scenario you seem to be fine with: effectively no restrictions. Though it must be noted that there is an implicit maximum of $10$ here for each $x_k$: as you deal with more of these, you will learn whether to use $0 le x_k le 10$ or simply $0 le x_k$ (and thus use an infinite sum). I won't bog us down on the details here regarding which to use, and simply assume finite sums.
Here, since $x_k$ can be $0,1,...,10$, then, each of the $P_k$ polynomials are
$$P_k(x) = 1 + x + x^2 + x^3 + ... + x^10$$
(Notice: $x^0 = 1$.) Then the generating function is the product of $P_1,P_2,P_3$ - which are all the same and thus give you the cube of the above.
Example $#2$: We want to find the number of nonnegative integer solutions to
$$x_1 + x_2 + x_3 = 10$$
where $x_i geq 0$ for all $i$, and $x_i$ must be even.
In this scenario, the allowed values for $x_i$ have changed. Now we cannot have odd values! Thus, $x_k$ must be $0,2,4,6,8,$ or $10$ for all $k$. Since these are the allowed values, we see that
$$P_1(x) = P_2(x) = P_3(x) = 1 + x^2 + x^4 + x^6 + x^8 + x^10$$
Again, bear in mind how the exponents (when $1 = x^0$) correspond to the allowed values for $x_k$!
Again in this case, $P_1 = P_2 = P_3$, so $g$ is just the cube of any one of them.
Example $#3$: We want to find the number of nonnegative integer solutions to
$$x_1 + x_2 + x_3 = 10$$
where $x_i geq 0$ for all $i$. Further, $x_1$ must be even, $x_2$ must be prime, and $x_3$ must be a perfect square.
Now have different conditions for all three numbers! But this is still doable! We first individually see what values are allowed per variable. On investigation...
$x_1$ can be $0,2,4,6,8,10$
$x_2$ can be $2,3,5,7$
$x_3$ can be $0,1,4,9$
With these in mind, we construct the polynomials one by one. Again, the exponents are the permissibile powers of the corresponding summand, with $x_i^0 = 1$. Then we see
- $P_1(x) = 1 + x^2 + x^4 + x^6 + x^8 + x^10$
- $P_2(x) = x^2 + x^3 + x^7 + x^9$
- $P_3(x) = 1 + x + x^4 + x^9$
Our generating function, $g(x)$, this time is not a cube, but simply the product
$$g(x) = P_1(x)P_2(x)P_3(x)$$
If one wanted to write it explicitly they could with no trouble, just substitute in the expressions in the bullets.
With these in mind, we consider now your scenario:
$$x_1 + x_2 + x_3 + x_4 + x_5 = 41$$
where, for $k = 1,2,...,5$,
- $x_k ge 0$
- $x_k le 20$
$x_k$ is even for even $k$
$x_k$ is odd for odd $k$
We translate this into the sets of permissible values. Keep in mind that we cannot go any higher than $41$ necessarily for any value. If you want to, I think this is the kind of equation that would allow for an infinite sum instead of finite - and if you're familiar with that, the work is similar enough that you should be able to analogize it.
In any event, the set of permissible values:
$x_2,x_4$ can be $0,2,4,6,...,20$
$x_1,x_3,x_5$ can be $1,3,5,7,...,19$
Then the corresponding polynomials are? We again construct them by basing the exponents on the allowed values:
$$beginalign
P_1(x) = P_3(x) = P_5(x) &= x + x^3 + x^5 + x^7 + ... + x^19\
P_2(x) = P_4(x) &= 1 + x^2 + x^4 + x^6 + ... + x^20
endalign$$
and then $g(x) = P_1(x)P_2(x)P_3(x)P_4(x)P_5(x)$.
$endgroup$
$begingroup$
wow, thank you for the detailed explanation, that makes tons of sense.
$endgroup$
– Esther Rose
Apr 3 at 0:04
$begingroup$
@evee, so at this point, this is what I've got, I'm not sure if it's at all correct $g(x)=x^3(1+x^2+x^4+cdots+x^18)^3(1+x^2+x^4+cdots+x^20)^2 = x^3frac(1-x^19)^3(1-x^2)^3frac(1-x^21)^2(1-x^2)^2$
$endgroup$
– Esther Rose
Apr 3 at 0:12
$begingroup$
I would have simplified by grouping the denominators together, but yup that seems correct!
$endgroup$
– Eevee Trainer
Apr 3 at 0:47
add a comment |
$begingroup$
In the general scenario,
$$x_1 + x_2 + ... + x_n = r$$
where $x_k geq 0$ for all $k$, we have a generating function $g$ that is a product of $n$ polynomials $P$:
$$g(x) = P_1(x)P_2(x)...P_n(x)$$
Each of these $P_k(x)$ is defined by the restrictions on the $x_k$. Each $P_k$ will be a sum of powers of $x$, where each exponent of a $x$ term is a valid value $x_k$ may take on in the above equation. Some examples are prudent:
Example $#1$: We want to find the number of nonnegative integer solutions to
$$x_1 + x_2 + x_3 = 10$$
where $x_i geq 0$ for all $i$
This is the scenario you seem to be fine with: effectively no restrictions. Though it must be noted that there is an implicit maximum of $10$ here for each $x_k$: as you deal with more of these, you will learn whether to use $0 le x_k le 10$ or simply $0 le x_k$ (and thus use an infinite sum). I won't bog us down on the details here regarding which to use, and simply assume finite sums.
Here, since $x_k$ can be $0,1,...,10$, then, each of the $P_k$ polynomials are
$$P_k(x) = 1 + x + x^2 + x^3 + ... + x^10$$
(Notice: $x^0 = 1$.) Then the generating function is the product of $P_1,P_2,P_3$ - which are all the same and thus give you the cube of the above.
Example $#2$: We want to find the number of nonnegative integer solutions to
$$x_1 + x_2 + x_3 = 10$$
where $x_i geq 0$ for all $i$, and $x_i$ must be even.
In this scenario, the allowed values for $x_i$ have changed. Now we cannot have odd values! Thus, $x_k$ must be $0,2,4,6,8,$ or $10$ for all $k$. Since these are the allowed values, we see that
$$P_1(x) = P_2(x) = P_3(x) = 1 + x^2 + x^4 + x^6 + x^8 + x^10$$
Again, bear in mind how the exponents (when $1 = x^0$) correspond to the allowed values for $x_k$!
Again in this case, $P_1 = P_2 = P_3$, so $g$ is just the cube of any one of them.
Example $#3$: We want to find the number of nonnegative integer solutions to
$$x_1 + x_2 + x_3 = 10$$
where $x_i geq 0$ for all $i$. Further, $x_1$ must be even, $x_2$ must be prime, and $x_3$ must be a perfect square.
Now have different conditions for all three numbers! But this is still doable! We first individually see what values are allowed per variable. On investigation...
$x_1$ can be $0,2,4,6,8,10$
$x_2$ can be $2,3,5,7$
$x_3$ can be $0,1,4,9$
With these in mind, we construct the polynomials one by one. Again, the exponents are the permissibile powers of the corresponding summand, with $x_i^0 = 1$. Then we see
- $P_1(x) = 1 + x^2 + x^4 + x^6 + x^8 + x^10$
- $P_2(x) = x^2 + x^3 + x^7 + x^9$
- $P_3(x) = 1 + x + x^4 + x^9$
Our generating function, $g(x)$, this time is not a cube, but simply the product
$$g(x) = P_1(x)P_2(x)P_3(x)$$
If one wanted to write it explicitly they could with no trouble, just substitute in the expressions in the bullets.
With these in mind, we consider now your scenario:
$$x_1 + x_2 + x_3 + x_4 + x_5 = 41$$
where, for $k = 1,2,...,5$,
- $x_k ge 0$
- $x_k le 20$
$x_k$ is even for even $k$
$x_k$ is odd for odd $k$
We translate this into the sets of permissible values. Keep in mind that we cannot go any higher than $41$ necessarily for any value. If you want to, I think this is the kind of equation that would allow for an infinite sum instead of finite - and if you're familiar with that, the work is similar enough that you should be able to analogize it.
In any event, the set of permissible values:
$x_2,x_4$ can be $0,2,4,6,...,20$
$x_1,x_3,x_5$ can be $1,3,5,7,...,19$
Then the corresponding polynomials are? We again construct them by basing the exponents on the allowed values:
$$beginalign
P_1(x) = P_3(x) = P_5(x) &= x + x^3 + x^5 + x^7 + ... + x^19\
P_2(x) = P_4(x) &= 1 + x^2 + x^4 + x^6 + ... + x^20
endalign$$
and then $g(x) = P_1(x)P_2(x)P_3(x)P_4(x)P_5(x)$.
$endgroup$
$begingroup$
wow, thank you for the detailed explanation, that makes tons of sense.
$endgroup$
– Esther Rose
Apr 3 at 0:04
$begingroup$
@evee, so at this point, this is what I've got, I'm not sure if it's at all correct $g(x)=x^3(1+x^2+x^4+cdots+x^18)^3(1+x^2+x^4+cdots+x^20)^2 = x^3frac(1-x^19)^3(1-x^2)^3frac(1-x^21)^2(1-x^2)^2$
$endgroup$
– Esther Rose
Apr 3 at 0:12
$begingroup$
I would have simplified by grouping the denominators together, but yup that seems correct!
$endgroup$
– Eevee Trainer
Apr 3 at 0:47
add a comment |
$begingroup$
In the general scenario,
$$x_1 + x_2 + ... + x_n = r$$
where $x_k geq 0$ for all $k$, we have a generating function $g$ that is a product of $n$ polynomials $P$:
$$g(x) = P_1(x)P_2(x)...P_n(x)$$
Each of these $P_k(x)$ is defined by the restrictions on the $x_k$. Each $P_k$ will be a sum of powers of $x$, where each exponent of a $x$ term is a valid value $x_k$ may take on in the above equation. Some examples are prudent:
Example $#1$: We want to find the number of nonnegative integer solutions to
$$x_1 + x_2 + x_3 = 10$$
where $x_i geq 0$ for all $i$
This is the scenario you seem to be fine with: effectively no restrictions. Though it must be noted that there is an implicit maximum of $10$ here for each $x_k$: as you deal with more of these, you will learn whether to use $0 le x_k le 10$ or simply $0 le x_k$ (and thus use an infinite sum). I won't bog us down on the details here regarding which to use, and simply assume finite sums.
Here, since $x_k$ can be $0,1,...,10$, then, each of the $P_k$ polynomials are
$$P_k(x) = 1 + x + x^2 + x^3 + ... + x^10$$
(Notice: $x^0 = 1$.) Then the generating function is the product of $P_1,P_2,P_3$ - which are all the same and thus give you the cube of the above.
Example $#2$: We want to find the number of nonnegative integer solutions to
$$x_1 + x_2 + x_3 = 10$$
where $x_i geq 0$ for all $i$, and $x_i$ must be even.
In this scenario, the allowed values for $x_i$ have changed. Now we cannot have odd values! Thus, $x_k$ must be $0,2,4,6,8,$ or $10$ for all $k$. Since these are the allowed values, we see that
$$P_1(x) = P_2(x) = P_3(x) = 1 + x^2 + x^4 + x^6 + x^8 + x^10$$
Again, bear in mind how the exponents (when $1 = x^0$) correspond to the allowed values for $x_k$!
Again in this case, $P_1 = P_2 = P_3$, so $g$ is just the cube of any one of them.
Example $#3$: We want to find the number of nonnegative integer solutions to
$$x_1 + x_2 + x_3 = 10$$
where $x_i geq 0$ for all $i$. Further, $x_1$ must be even, $x_2$ must be prime, and $x_3$ must be a perfect square.
Now have different conditions for all three numbers! But this is still doable! We first individually see what values are allowed per variable. On investigation...
$x_1$ can be $0,2,4,6,8,10$
$x_2$ can be $2,3,5,7$
$x_3$ can be $0,1,4,9$
With these in mind, we construct the polynomials one by one. Again, the exponents are the permissibile powers of the corresponding summand, with $x_i^0 = 1$. Then we see
- $P_1(x) = 1 + x^2 + x^4 + x^6 + x^8 + x^10$
- $P_2(x) = x^2 + x^3 + x^7 + x^9$
- $P_3(x) = 1 + x + x^4 + x^9$
Our generating function, $g(x)$, this time is not a cube, but simply the product
$$g(x) = P_1(x)P_2(x)P_3(x)$$
If one wanted to write it explicitly they could with no trouble, just substitute in the expressions in the bullets.
With these in mind, we consider now your scenario:
$$x_1 + x_2 + x_3 + x_4 + x_5 = 41$$
where, for $k = 1,2,...,5$,
- $x_k ge 0$
- $x_k le 20$
$x_k$ is even for even $k$
$x_k$ is odd for odd $k$
We translate this into the sets of permissible values. Keep in mind that we cannot go any higher than $41$ necessarily for any value. If you want to, I think this is the kind of equation that would allow for an infinite sum instead of finite - and if you're familiar with that, the work is similar enough that you should be able to analogize it.
In any event, the set of permissible values:
$x_2,x_4$ can be $0,2,4,6,...,20$
$x_1,x_3,x_5$ can be $1,3,5,7,...,19$
Then the corresponding polynomials are? We again construct them by basing the exponents on the allowed values:
$$beginalign
P_1(x) = P_3(x) = P_5(x) &= x + x^3 + x^5 + x^7 + ... + x^19\
P_2(x) = P_4(x) &= 1 + x^2 + x^4 + x^6 + ... + x^20
endalign$$
and then $g(x) = P_1(x)P_2(x)P_3(x)P_4(x)P_5(x)$.
$endgroup$
In the general scenario,
$$x_1 + x_2 + ... + x_n = r$$
where $x_k geq 0$ for all $k$, we have a generating function $g$ that is a product of $n$ polynomials $P$:
$$g(x) = P_1(x)P_2(x)...P_n(x)$$
Each of these $P_k(x)$ is defined by the restrictions on the $x_k$. Each $P_k$ will be a sum of powers of $x$, where each exponent of a $x$ term is a valid value $x_k$ may take on in the above equation. Some examples are prudent:
Example $#1$: We want to find the number of nonnegative integer solutions to
$$x_1 + x_2 + x_3 = 10$$
where $x_i geq 0$ for all $i$
This is the scenario you seem to be fine with: effectively no restrictions. Though it must be noted that there is an implicit maximum of $10$ here for each $x_k$: as you deal with more of these, you will learn whether to use $0 le x_k le 10$ or simply $0 le x_k$ (and thus use an infinite sum). I won't bog us down on the details here regarding which to use, and simply assume finite sums.
Here, since $x_k$ can be $0,1,...,10$, then, each of the $P_k$ polynomials are
$$P_k(x) = 1 + x + x^2 + x^3 + ... + x^10$$
(Notice: $x^0 = 1$.) Then the generating function is the product of $P_1,P_2,P_3$ - which are all the same and thus give you the cube of the above.
Example $#2$: We want to find the number of nonnegative integer solutions to
$$x_1 + x_2 + x_3 = 10$$
where $x_i geq 0$ for all $i$, and $x_i$ must be even.
In this scenario, the allowed values for $x_i$ have changed. Now we cannot have odd values! Thus, $x_k$ must be $0,2,4,6,8,$ or $10$ for all $k$. Since these are the allowed values, we see that
$$P_1(x) = P_2(x) = P_3(x) = 1 + x^2 + x^4 + x^6 + x^8 + x^10$$
Again, bear in mind how the exponents (when $1 = x^0$) correspond to the allowed values for $x_k$!
Again in this case, $P_1 = P_2 = P_3$, so $g$ is just the cube of any one of them.
Example $#3$: We want to find the number of nonnegative integer solutions to
$$x_1 + x_2 + x_3 = 10$$
where $x_i geq 0$ for all $i$. Further, $x_1$ must be even, $x_2$ must be prime, and $x_3$ must be a perfect square.
Now have different conditions for all three numbers! But this is still doable! We first individually see what values are allowed per variable. On investigation...
$x_1$ can be $0,2,4,6,8,10$
$x_2$ can be $2,3,5,7$
$x_3$ can be $0,1,4,9$
With these in mind, we construct the polynomials one by one. Again, the exponents are the permissibile powers of the corresponding summand, with $x_i^0 = 1$. Then we see
- $P_1(x) = 1 + x^2 + x^4 + x^6 + x^8 + x^10$
- $P_2(x) = x^2 + x^3 + x^7 + x^9$
- $P_3(x) = 1 + x + x^4 + x^9$
Our generating function, $g(x)$, this time is not a cube, but simply the product
$$g(x) = P_1(x)P_2(x)P_3(x)$$
If one wanted to write it explicitly they could with no trouble, just substitute in the expressions in the bullets.
With these in mind, we consider now your scenario:
$$x_1 + x_2 + x_3 + x_4 + x_5 = 41$$
where, for $k = 1,2,...,5$,
- $x_k ge 0$
- $x_k le 20$
$x_k$ is even for even $k$
$x_k$ is odd for odd $k$
We translate this into the sets of permissible values. Keep in mind that we cannot go any higher than $41$ necessarily for any value. If you want to, I think this is the kind of equation that would allow for an infinite sum instead of finite - and if you're familiar with that, the work is similar enough that you should be able to analogize it.
In any event, the set of permissible values:
$x_2,x_4$ can be $0,2,4,6,...,20$
$x_1,x_3,x_5$ can be $1,3,5,7,...,19$
Then the corresponding polynomials are? We again construct them by basing the exponents on the allowed values:
$$beginalign
P_1(x) = P_3(x) = P_5(x) &= x + x^3 + x^5 + x^7 + ... + x^19\
P_2(x) = P_4(x) &= 1 + x^2 + x^4 + x^6 + ... + x^20
endalign$$
and then $g(x) = P_1(x)P_2(x)P_3(x)P_4(x)P_5(x)$.
edited Apr 2 at 8:45
answered Apr 2 at 8:26
Eevee TrainerEevee Trainer
10.6k31842
10.6k31842
$begingroup$
wow, thank you for the detailed explanation, that makes tons of sense.
$endgroup$
– Esther Rose
Apr 3 at 0:04
$begingroup$
@evee, so at this point, this is what I've got, I'm not sure if it's at all correct $g(x)=x^3(1+x^2+x^4+cdots+x^18)^3(1+x^2+x^4+cdots+x^20)^2 = x^3frac(1-x^19)^3(1-x^2)^3frac(1-x^21)^2(1-x^2)^2$
$endgroup$
– Esther Rose
Apr 3 at 0:12
$begingroup$
I would have simplified by grouping the denominators together, but yup that seems correct!
$endgroup$
– Eevee Trainer
Apr 3 at 0:47
add a comment |
$begingroup$
wow, thank you for the detailed explanation, that makes tons of sense.
$endgroup$
– Esther Rose
Apr 3 at 0:04
$begingroup$
@evee, so at this point, this is what I've got, I'm not sure if it's at all correct $g(x)=x^3(1+x^2+x^4+cdots+x^18)^3(1+x^2+x^4+cdots+x^20)^2 = x^3frac(1-x^19)^3(1-x^2)^3frac(1-x^21)^2(1-x^2)^2$
$endgroup$
– Esther Rose
Apr 3 at 0:12
$begingroup$
I would have simplified by grouping the denominators together, but yup that seems correct!
$endgroup$
– Eevee Trainer
Apr 3 at 0:47
$begingroup$
wow, thank you for the detailed explanation, that makes tons of sense.
$endgroup$
– Esther Rose
Apr 3 at 0:04
$begingroup$
wow, thank you for the detailed explanation, that makes tons of sense.
$endgroup$
– Esther Rose
Apr 3 at 0:04
$begingroup$
@evee, so at this point, this is what I've got, I'm not sure if it's at all correct $g(x)=x^3(1+x^2+x^4+cdots+x^18)^3(1+x^2+x^4+cdots+x^20)^2 = x^3frac(1-x^19)^3(1-x^2)^3frac(1-x^21)^2(1-x^2)^2$
$endgroup$
– Esther Rose
Apr 3 at 0:12
$begingroup$
@evee, so at this point, this is what I've got, I'm not sure if it's at all correct $g(x)=x^3(1+x^2+x^4+cdots+x^18)^3(1+x^2+x^4+cdots+x^20)^2 = x^3frac(1-x^19)^3(1-x^2)^3frac(1-x^21)^2(1-x^2)^2$
$endgroup$
– Esther Rose
Apr 3 at 0:12
$begingroup$
I would have simplified by grouping the denominators together, but yup that seems correct!
$endgroup$
– Eevee Trainer
Apr 3 at 0:47
$begingroup$
I would have simplified by grouping the denominators together, but yup that seems correct!
$endgroup$
– Eevee Trainer
Apr 3 at 0:47
add a comment |
$begingroup$
You're a good deal of the way there. What you have so far is five copies of $1+x+cdots+x^20$. They all stop at $20$ because no $x_i$ can be larger than $20$.
The limitation that $x_1$ can only be odd is similarily simple. It just means that the factor of the generating function that corresponds to $x_1$ only has odd-degree terms. So instead of $1+x+x^2+cdots + x^20$, you get $x + x^3 + cdots + x^19$. Do a similar thing for the other four variables, and you have your generating function.
$endgroup$
add a comment |
$begingroup$
You're a good deal of the way there. What you have so far is five copies of $1+x+cdots+x^20$. They all stop at $20$ because no $x_i$ can be larger than $20$.
The limitation that $x_1$ can only be odd is similarily simple. It just means that the factor of the generating function that corresponds to $x_1$ only has odd-degree terms. So instead of $1+x+x^2+cdots + x^20$, you get $x + x^3 + cdots + x^19$. Do a similar thing for the other four variables, and you have your generating function.
$endgroup$
add a comment |
$begingroup$
You're a good deal of the way there. What you have so far is five copies of $1+x+cdots+x^20$. They all stop at $20$ because no $x_i$ can be larger than $20$.
The limitation that $x_1$ can only be odd is similarily simple. It just means that the factor of the generating function that corresponds to $x_1$ only has odd-degree terms. So instead of $1+x+x^2+cdots + x^20$, you get $x + x^3 + cdots + x^19$. Do a similar thing for the other four variables, and you have your generating function.
$endgroup$
You're a good deal of the way there. What you have so far is five copies of $1+x+cdots+x^20$. They all stop at $20$ because no $x_i$ can be larger than $20$.
The limitation that $x_1$ can only be odd is similarily simple. It just means that the factor of the generating function that corresponds to $x_1$ only has odd-degree terms. So instead of $1+x+x^2+cdots + x^20$, you get $x + x^3 + cdots + x^19$. Do a similar thing for the other four variables, and you have your generating function.
answered Apr 2 at 8:15
ArthurArthur
123k7122211
123k7122211
add a comment |
add a comment |
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