Next number in a sequence of randomly chosen numbers?

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Discussion Overview

The discussion revolves around the challenge of identifying a pattern or formula to predict the next number in a sequence of randomly chosen numbers. Participants explore the nature of patterns, randomness, and the complexity of mathematical representations, with a specific focus on a given sequence of twelve numbers.

Discussion Character

  • Exploratory
  • Debate/contested
  • Mathematical reasoning

Main Points Raised

  • One participant questions whether it is always possible to determine a pattern in a randomly chosen set of numbers, suggesting that it may depend on the luck of the selection.
  • Another participant proposes that the next number could be 42, noting that there are infinitely many sequences that could include 42 after a finite initial segment.
  • A participant raises the question of what constitutes a pattern, using the example of digits in an irrational number.
  • Some participants argue that defining a pattern is essential to avoid "nonsense" answers when predicting the next number.
  • One participant expresses a desire to find a formula that can generate the given sequence, contrasting it with simpler sequences that have straightforward formulas.
  • Another participant mentions that a degree n polynomial can fit n+1 points, but expresses uncertainty about a general method for twelve points.
  • A suggestion is made that an 11th-degree polynomial can fit the sequence exactly, but questions arise about the complexity of such a formula.
  • Concerns are raised about the possibility of simplifying the formula, with references to Kolmogorov complexity and the challenges of finding a less complex representation of the data.
  • One participant asserts that if the numbers are truly random, then no patterns exist, emphasizing the mutual exclusivity of patterns and randomness.
  • A participant reflects on the difficulty of finding a simple pattern or formula, acknowledging the complexity of the problem.

Areas of Agreement / Disagreement

Participants express a range of views on the existence of patterns in random sequences, with some arguing that patterns can be found while others assert that true randomness precludes them. There is no consensus on the best approach to predict the next number or the nature of patterns in the given sequence.

Contextual Notes

Participants highlight the complexity of finding a unique polynomial representation for the sequence, with discussions on the implications of randomness and the definitions of patterns affecting the conclusions drawn.

jframe
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if one were to randomly choose some numbers, such as the 12 below, is it always possible to determine a pattern and figure out the next number? or is this only possible if we are lucky enough to randomly choose numbers that fit a pattern (for example, if we randomly chose the numbers 1 2 3 4 5 6 7 8 9 10 11 12)

2 6 9 23 17 36 22 24 26 32 41 43 ?

what is the next number in the above sequence?
 
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jframe said:
what is the next number in the above sequence?

42. There are an infinite number of sequences that, apart from some finite chunk at the beginning, have 42 as all members.
 
What do you define to be a pattern? For example, if that happens to be the digits in an irrational number, does that count? What if the pattern is 2 6 9 23 17 36 22 24 26 32 41 43 2 6 9 23 17 36 22 24 26 32 41 43 2 6 9 23 17 36 22 24 26 32 41 43 ... etc?
 
assuming that the nonsense you are making up is true, it's possible that the non-42 finite chunk at the beginning is larger than 12 numbers
 
Yes, so the next number could be 3, what's your point? You have to define something that excludes "nonsense" answers to begin to solve your problem.
 
yes, qntty, that would technically count as a pattern, but I'm not content with it

i'd like to find a formula i can use that outputs these numbers, so that i can figure out what the next number is

for example, if i randomly chose the numbers 2 4 6 8 10 12 14 16 18 20 22 24, i could use the formula n*2

is there a formula i can use for 2 6 9 23 17 36 22 24 26 32 41 43?
 
A degree n polynomial can be fitted to n+1 points, so yes that's possible. I don't know of any general method to do this for 12 points though.
 
jframe said:
is there a formula i can use for 2 6 9 23 17 36 22 24 26 32 41 43?

Sure, the one I suggested above can be coded in Pari as
Code:
jframe(n)=if(n<1,0,[2,6,9,23,17,36,22,24,26,32,41,43,42][min(n,13)])

Also, there's an 11th-degree polynomial that fits those points exactly.
 
is there any way to simplify it and get a less complex formula?

for example, if i randomly chose 1 2 3 4 5 6 7 8 9 10 11 12, i could come up with a less complex formula than an 11th-degree polynomial

i have a feeling the answer to my original question is no. thanks for the help, though
 
  • #10
Not unless the numbers actually are 1,2,3,...,12 because the degree of a polynomial that fits it will be 11 in most cases. To make it unique perhaps you should say that the expression used to describe the nth term must be a polynomial with a minimal degree, otherwise the next term could still be anything.
 
  • #11
jframe said:
is there any way to simplify it and get a less complex formula?

for example, if i randomly chose 1 2 3 4 5 6 7 8 9 10 11 12, i could come up with a less complex formula than an 11th-degree polynomial

Ah. Now you're getting into the interesting realm of Kolmogorov complexity.

In general, you won't be able to find a way to get a less complex formula to describe your data than the data itself. For some sequences it is possible. The troubles:
  • You must define the environment in which complexity is to be measured (e.g., Pari programs, or closed-form RPN formulas using the following characters: "012n+-*/^!") and the measure of complexity (e.g. characters).
  • Discovering the shortest formula takes exponential time.
 
  • #12
If the numbers are truly random then there are no patterns. Patterns and randomness are mutually exclusive. Even when you pick 1 2 3 4 5 6 7 8 9 10 11 12 if the source of the numbers was random then it's no more likely that the next number will be 13 than any other number.
 
  • #13
thanks, cr, that was helpful. i think i might have to surrender to this problem

i'm not picking a random 13th number, dale. I'm looking for the simplest pattern/formula i can find in the randomly chosen 12 numbers to determine the 13th number. if I'm lucky enough to pick 1 2 3 4 5 6 7 8 9 10 11 12, then the simplest formula i can find is f(n)=n
 

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