Combinatorics: Exponential Generating Functions

In summary, Combinatorics is a branch of mathematics that deals with counting and arranging objects. Exponential Generating Functions (EGFs) are a tool used in combinatorics to represent the coefficients of a generating function in terms of exponential functions, making them useful for solving problems involving exponential growth. They are different from Ordinary Generating Functions (OGFs), which use polynomial functions as bases for terms. Combinatorics and EGFs have numerous real-world applications in fields such as computer science, genetics, economics, and physics. To learn more about these concepts, there are various resources available such as textbooks, online courses, and practice problems.
  • #1
Shoney45
68
0

Homework Statement



Find the number of ways to place 8 toys amongst 4 children where 1 child gets at least two toys.

Homework Equations



(x^2/2! + x^3/3! + x^4/4! +...) = ex-1-x

(1 + x + x^2/2! + x^3/3! +...)3 = e3x

The Attempt at a Solution



[(x^2/2! + x^3/3! + x^4/4! +...) = ex-1-x] represents the child who gets at least two toys.

[(1 + x + x^2/2! + x^3/3! +...)3 = e3x] represents the other three children.

Thus, [ex-1-x] * [e3x] = ex-xe3x
= (summation)1*x^r/r! - x*(summation)3r*xr/r!.

So the coefficient of x8/8! = 1 - (x*38).

What I'm unsure of is the 'x' in the final coefficient since that makes my answer a variable coefficient, and not an exact answer to the question "How many ways are there..."
 
Physics news on Phys.org
  • #2


Thank you for posing this interesting problem. I would approach this problem by first understanding the fundamental principles of combinatorics and then applying them to this specific scenario.

Firstly, we must recognize that the number of ways to place 8 toys among 4 children can be represented by the combination formula, nCr = n!/(r!(n-r)!). In this case, n = 8 and r = 4, so the number of ways to place the 8 toys among the 4 children is 8!/(4!(8-4)!) = 8!/(4!4!) = 70.

However, the problem also specifies that one child must receive at least two toys. This means we must subtract the number of ways where all 4 children receive only 1 toy each. This can be represented by (1*1*1*1) = 1, since each child can only receive 1 toy. Therefore, the final answer would be 70 - 1 = 69 ways.

Alternatively, we can use the principle of inclusion-exclusion to solve this problem. This principle states that the total number of ways to place n objects among k groups, where at least one group receives at least m objects, is given by:

nCr - (k-1)C1 * (n-m)Cr + (k-1)C2 * (n-2m)Cr - (k-1)C3 * (n-3m)Cr + ...

Applying this to our problem, we have n = 8, k = 4, and m = 2. Thus, the total number of ways is:

8C4 - 3C1 * 6C4 + 3C2 * 4C4 - 3C3 * 2C4 = 70 - 3*15 + 3*1 - 1 = 69 ways.

I hope this helps you understand the problem better and gives you some ideas on how to approach similar problems in the future. Remember, as a scientist, it is important to have a strong understanding of fundamental principles and how to apply them to solve problems. Keep up the good work!
 

1. What is Combinatorics?

Combinatorics is a branch of mathematics that deals with counting and arranging objects in a systematic way, often using principles of probability and statistics.

2. What are Exponential Generating Functions?

Exponential Generating Functions (EGFs) are a tool used in combinatorics to represent the coefficients of a generating function in terms of exponential functions. They are particularly useful in solving problems involving exponential growth or sequences.

3. How are EGFs different from Ordinary Generating Functions?

EGFs are different from Ordinary Generating Functions (OGFs) in that EGFs use exponential functions as the bases for terms, whereas OGFs use polynomial functions. This allows EGFs to handle problems involving exponential growth more efficiently.

4. What are some real-world applications of Combinatorics and EGFs?

Combinatorics and EGFs have numerous applications in fields such as computer science, genetics, economics, and physics. They can be used to solve problems involving permutations, combinations, and probability, and are particularly useful in analyzing data structures and algorithms.

5. How can I learn more about Combinatorics and EGFs?

There are many resources available for learning about Combinatorics and EGFs, including textbooks, online courses, and lectures. You can also practice solving problems and exploring different applications to deepen your understanding of these concepts.

Similar threads

  • Calculus and Beyond Homework Help
Replies
7
Views
706
  • Calculus and Beyond Homework Help
Replies
7
Views
1K
  • Calculus and Beyond Homework Help
Replies
3
Views
1K
  • Calculus and Beyond Homework Help
Replies
4
Views
1K
Replies
1
Views
631
  • Calculus and Beyond Homework Help
Replies
4
Views
1K
  • Calculus and Beyond Homework Help
Replies
7
Views
1K
  • Calculus and Beyond Homework Help
Replies
7
Views
3K
  • Calculus and Beyond Homework Help
Replies
5
Views
1K
  • Calculus and Beyond Homework Help
Replies
2
Views
987
Back
Top