Number series recognition software?

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The discussion revolves around the search for software that can recognize patterns in numerical sequences and potentially predict subsequent numbers. A specific binary sequence is presented as an example, with the poster expressing difficulty in identifying any discernible pattern. Participants suggest that humans often misinterpret randomness as patterns and highlight the complexity of computational analysis for such tasks. The OEIS (Online Encyclopedia of Integer Sequences) is mentioned as a potential resource for analyzing sequences. The conversation emphasizes the challenge of determining patterns, especially in lengthy or complex data.
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Does anybody know if there is any software available that is capable of recognizing patterns in a series of numbers (and possibly predicting the next number to appear)?

Here's an example of what I'm looking for.

0111100100110000001011001101011010101000110010110101010110100010011001110100110101000100010101100000

I, personally, do not recognize any pattern in that sequence, whatsoever, but there there is one. This much I do know.

I have been looking all over the internet, trying to find something that will determine that kind of pattern, but have had no luck thus far. Maybe I'm just typing in the wrong thing to search for? I don't know, but if anybody has any suggestions for me, I would greatly appreciate it.
 
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That problem strikes me as computationally intractable. What would the program do? Check through a list of every conceivable relationship between elements of the string? Even if a string did have a pattern, it could very easily be visible only over the long term (i.e. millions of characters).

How do you know that there is a pattern, exactly? Humans beings are horrible judges; we tend to see patterns everywhere, even in completely random data (blame evolution). That sequence looks pretty much like what you would expect a random sequence to look like.
 
fenian said:
Does anybody know if there is any software available that is capable of recognizing patterns in a series of numbers (and possibly predicting the next number to appear)?

Here's an example of what I'm looking for.

0111100100110000001011001101011010101000110010110101010110100010011001110100110101000100010101100000

I, personally, do not recognize any pattern in that sequence, whatsoever, but there there is one. This much I do know.

I have been looking all over the internet, trying to find something that will determine that kind of pattern, but have had no luck thus far. Maybe I'm just typing in the wrong thing to search for? I don't know, but if anybody has any suggestions for me, I would greatly appreciate it.

You could easily write a little script to look up any sequence here ...

http://oeis.org/
 
Already looked it up broken into 1, 2, and 3 sets a bit ago... although each one is 50 binary digits long, which makes it look like it might not be binary, and definitely has to be paired in 1,5,10,25... so...

Broken up into length 5 segments, translated from binary doesn't exceed 26. Although the 0 at the end would give you a 27th character... :D

15,4,24,2,25,21,21,8,25,13 10,26,4,25,26,13,8,17,11,0
 
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Thanks a lot for your help guys. I think Matt Benesi may be on to something with the speak of binary.

It may have been helpful earlier to state that this sequence could probably be looked at very similar to digital where 0=off and 1=on. If you look at it that way, I guess I'd say I'm trying to figure out where the 1's would appear if continuing that sequence. I'll see if I can manage to figure it out with the observation that each 5 length segment does not exceed 26.
 
Seemingly by some mathematical coincidence, a hexagon of sides 2,2,7,7, 11, and 11 can be inscribed in a circle of radius 7. The other day I saw a math problem on line, which they said came from a Polish Olympiad, where you compute the length x of the 3rd side which is the same as the radius, so that the sides of length 2,x, and 11 are inscribed on the arc of a semi-circle. The law of cosines applied twice gives the answer for x of exactly 7, but the arithmetic is so complex that the...

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