Predicting Cell Movement and Shape in Conway's Game of Life

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Homework Help Overview

The original poster is researching Conway's Game of Life for a science project and is seeking equations that might represent the physical laws governing the game's cell movement and shape. The context involves exploring the theoretical underpinnings of life as represented in this cellular automaton.

Discussion Character

  • Exploratory, Conceptual clarification

Approaches and Questions Raised

  • Participants discuss the absence of specific equations for the Game of Life, with some suggesting that the game's behavior is governed by rules rather than mathematical equations. Questions arise about whether algorithmic rules or simulations can provide insights into predicting cell movement and shape over generations.

Discussion Status

The discussion is ongoing, with various interpretations being explored. Some participants express skepticism about the existence of predictive equations, while others suggest that algorithms and simulations could be a viable approach to understanding the game's dynamics.

Contextual Notes

There is a mention of the original poster's high school level of understanding, which may influence the complexity of the discussion. Additionally, the conversation touches on broader concepts such as Darwinian Natural Selection and Quantum Mechanics, although these are not directly applicable to the Game of Life.

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Homework Statement


I've decided to research Conway's Game of Life for my science project. and I can't seem to find any equations that would fit as Life's physical laws. Any ideas would be gratefully received. (Please keep in mind that I am merely a high schooler)

Homework Equations





The Attempt at a Solution

 
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Im not sure life has any equations as such. I am not a biologist but nobody had answered your question so I thought Id give my two cents.

Life is normally governed by rules such as Darwinian Natural Selection (read " https://www.amazon.com/dp/0451529065/?tag=pfamazon01-20 "). These theories don't really have equations and are concepts.

At a fundamental all life and everything is governed by Quantum Mechanics or some even more fundamental theory, which does contain equations, but we are a ways off working this out yet!

Hope this helps.

J
 
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phyzguy said:
I don't really understand your question. Are you just looking for the algorithmic rules of the game? These are spelled out clearly here:
http://en.wikipedia.org/wiki/Conway's_Game_of_Life

Actually, I was wondering if there were equations that would be able to predict the movement(?)/shape of the cells after "n" generations.
 
johngalt827 said:
Actually, I was wondering if there were equations that would be able to predict the movement(?)/shape of the cells after "n" generations.

I don't think anything of this sort exists.
 
johngalt827 said:
Actually, I was wondering if there were equations that would be able to predict the movement(?)/shape of the cells after "n" generations.
Well, not an equation, no. An algorithm, yes.

See, what you do is you set up a simulation. You configure your simulation to match the rules of the Game of Life that you're going to run (we'll call the simulation "The Game of the Game of Life"), then you iterate through the simulation until you reach generation 'n'. Your simulation will now spit out the movement and shape of the cells at generation 'n'. Now you can go back to your Game of Life and know what it will look like at gerenation "n".

Now here's a bonus question: how might you predict what the cells' shape and movement will be like at generation "n" in your Game of the Game of Life?

:biggrin:
 

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