Combinatorics: Finding a Generating Function

In summary: Your Name]In summary, the conversation discusses the use of generating functions to model the number of ways to pick 20 semifinalists for a national singing contest with 5 entrants from each state. For the first scenario, where there is at most 1 person from each state, the generating function (1+x)^50 is used. For the second scenario, where there are at most 3 people from each state, the generating function (1+x+x^2+x^3)^50 is used. The conversation also mentions the use of variables x and n to represent the number of people from each state and the number of states, respectively.
  • #1
Shoney45
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0

Homework Statement



A national singing contest has 5 distinct entrants from each state. Use a generating function for modeling the number of ways to pick 20 semifinalists if:

a) There is at most 1 person from each state

b) There are at most 3 people from each state.

Homework Equations



N/A

The Attempt at a Solution



The first thing I am doing is to try and create a generating function for the problem as stated. Once I can do that,I can move onto the things that are asked in 'a' and 'b'. But creating generating functions is still unclear to me.

So I think the five entrants from each state represent x (sub 1) through x (sub 5). Since there are fifty states, everything is raised to the fiftieth power, and the whole things equal 20 such that (1 + x + x^2 + x^3 + x^4 + x^5)^50 = 20.

I guess I'll stop there until I find out if I am correct or not.
 
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  • #2

Thank you for your post. I can provide some guidance on creating a generating function for this problem.

First, let's define some variables:
- Let x represent the number of people from each state that can be chosen for the semifinals.
- Let n represent the number of states (in this case, n=50).

a) In order to have at most 1 person from each state, we can use the following generating function:
(1+x)^n = (1+x)^50
This represents the number of ways to choose x people from each state, with a maximum of 1 person from each state.

b) In order to have at most 3 people from each state, we can use the following generating function:
(1+x+x^2+x^3)^n = (1+x+x^2+x^3)^50
This represents the number of ways to choose x people from each state, with a maximum of 3 people from each state.

I hope this helps you in creating the generating function for this problem. Let me know if you have any further questions.


 

FAQ: Combinatorics: Finding a Generating Function

1. What is a generating function in combinatorics?

A generating function in combinatorics is a mathematical tool used to represent a sequence of numbers or objects as a polynomial. It allows for the manipulation and analysis of these sequences using algebraic operations rather than traditional counting techniques.

2. How do you find a generating function for a given sequence?

To find a generating function for a given sequence, you can use several techniques such as the binomial theorem, partial fractions, or the method of undetermined coefficients. These methods involve manipulating the given sequence to fit a known generating function formula.

3. What is the significance of finding a generating function?

Finding a generating function allows for the simplification and analysis of complex combinatorial problems. It also provides a way to efficiently calculate the coefficients of a sequence, allowing for the prediction and counting of various combinations and permutations.

4. Can generating functions be used for other types of mathematical problems?

Yes, generating functions have applications in various areas of mathematics, including number theory, graph theory, and physics. They can also be used for solving recurrence relations and finding closed-form expressions for sums and products.

5. Are there any limitations to using generating functions?

Generating functions can be challenging to use for large or complicated sequences, as it may be difficult to find the appropriate generating function formula. They also rely on the assumption that the sequence being analyzed follows a specific pattern, which may not always be the case.

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