How many combinations of unique arrangements are there?

In summary, the conversation discusses the number of unique pixel arrangements in a 1 billion x 1 billion x 1 billion cube made of 3D pixel cubes, with half of them being black and half being clear/colorless. It is determined that there are 2^1000000000000000000000000000 possible arrangements, which is a very large number. Further calculations using Stirling's approximation and Pascal's triangle are also discussed but the exact number cannot be determined due to its immense size.
  • #1
question99
5
0
If there was a 1 billion x 1 billion x 1 billion cube made of 3D pixel cubes, and half of them are black and half of them are clear/colorless, then how many combinations of unique pixel arrangements are there?

Would the amount of shapes/objects in this cube be infinite? (Assuming the black pixels represent solids)
 
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  • #2
question99 said:
If there was a 1 billion x 1 billion x 1 billion cube made of 3D pixel cubes, and half of them are black and half of them are clear/colorless, then how many combinations of unique pixel arrangements are there?

Would the amount of shapes/objects in this cube be infinite? (Assuming the black pixels represent solids)
You have posited a finite number of things. How would you get from finite to infinite?
 
  • #3
First you could simplify the combinations of pixel cubes to 4x4x4, so 64 pixels total with 32 black and clear. To simplify the cube you could make it a string 64 pixels long that would be folded into a cube after arrangement. Then to find all possible permutations you would do: 64P32=4.822199248906x1053 total possible combinations. This would be bigger with a billion3 pixels.
This is their total possible combinations as a cube but also as a string, so this is the total possible combinations for any shape and as you could arrange it into an infinite number of shapes in space. The combinations of shape would be infinite, but the permutations would be finite.
 
  • #4
StanEvans said:
First you could simplify the combinations of pixel cubes to 4x4x4, so 64 pixels total with 32 black and clear. To simplify the cube you could make it a string 64 pixels long that would be folded into a cube after arrangement. Then to find all possible permutations you would do: 64P32=4.822199248906x1053 total possible combinations. This would be bigger with a billion3 pixels.
This is their total possible combinations as a cube but also as a string, so this is the total possible combinations for any shape and as you could arrange it into an infinite number of shapes in space. The combinations of shape would be infinite, but the permutations would be finite.
Sorry I got it wrong, for my example of a 4x4x4 it would be 64C32~1.83x1018. So with 1 billion it would be 1 billion cubed choose half one billion cubed. I can't find any calculator to find this value, but it will be the 10000000003/2 th entry on the 10000000003 th line on Pascal's triangle.
 
  • #5
You've used the word "combinations" in a way that isn't the standard usage in mathematics. You should probably just omit the word and say, "How many unique pixel arrangements are there?". Then the answer is just 2^1000000000000000000000000000, which is a humongous number. Unless you did mean a combination, in which case, you should probably reword your question to be more clear.
 
  • #6
For a set of 2N items, the number of subsets of size N is called 2NC2 ("2N choose 2") and is exactly equal to (2N!)/(N!)^2.

Stirling's approximation to K! is

K! ~ √(2πK) KK e-K.​

This gives

2NC2 ~ √(4πN) (2N)2N e-2N / (√(2πN) NN e-N)2

which simplifies to

22N / √(πN).​

For N = 109, this is approximately 3.7965 × 10602,059,986.

(Some calculators will say this is infinity.)
 
Last edited:

What is the concept of "combinations" in unique arrangements?

Combinations refer to the different ways in which a set of items or elements can be arranged or chosen in a specific order.

How do you calculate the total number of combinations in a set of unique arrangements?

The total number of combinations can be calculated using the formula nCr = n! / (r! * (n-r)!) where n is the total number of items and r is the number of items being chosen at a time.

What is the difference between combinations and permutations?

Combinations do not consider the order in which items are arranged, while permutations do. In other words, combinations only care about the selection of items, while permutations also consider the arrangement of those items.

Can the total number of combinations in a set be infinite?

No, the total number of combinations in a set cannot be infinite. It is limited by the number of items in the set and the number of items being chosen at a time.

How can combinations be useful in scientific research?

Combinations can be useful in scientific research for analyzing and understanding the different possible outcomes or combinations of variables in experiments or studies. It can also help in predicting and modeling complex systems or phenomena.

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