# Questions tagged [cellular-automata]

A computational model composed of a grid of stateful cells and a set of rules describing when to change a cell's state.

81 questions
Filter by
Sorted by
Tagged with
47 views

### Is game of life an example to halting problem?

I am working on a solution that can say if an initial composition is going to live forever or eventually die without calculating each generation until it reaches a stable or an ever-repeating cycle in ...
1 vote
25 views

### Can Sutner's (1991) quadratic algorithm for testing reversibility of Cellular Automata be applied to 1-D CA with even sized neighborhoods?

Admittedly I haven't fully wrapped my head around the paper yet, but I'm curious if this algorithm can be adapted to say, a one dimensional cellular automata with two states, and an even sized ...
21 views

### How do you devise a cellular automaton?

I learned recently about the von Neumann cellular automaton and how he created it with 29 states. How does one figure this out in advance? How do you come up with a novel mechanism for a cellular ...
1 vote
39 views

### What is a "universal" cellular automaton exactly, what does it look like to compute "anything"?

About a Universal Computer, this wiki says: A universal computer in a cellular automaton is a system that can compute anything that a Turing machine can compute (another term for this is Turing-...
59 views

### Why is Rule 110 considered "weakly" universal?

My supposition is that this is was more or less an automatic designation based on the fact that Rule 110 requires an infinite "background tiling" of the 14-bit sequence ...
30 views

### Strategy for searching for elementary cellular automata (cyclic boundary conditions) that repeat

I am looking for elementary cellular automata rules and initial conditions that give rise to interesting cycles (Cyclic boundary conditions, such that the leftmost entry is the neighbour of the ...
99 views

### Cellular automata on the Eisenstein integers?

Is there any cellular automaton on the Eisenstein integers? By this I mean that the triangles formed by the Eisenstein integers are considered as cells and each triangle has three neighbours plus ...
47 views

### Difference between this grammar

I was reading a book and there is a part in which they use this grammar $$X \rightarrow xY$$ $$Y \rightarrow yZ$$ $$Z \rightarrow z$$ $$Z \rightarrow \lambda$$ and other times they use this ...
1 vote
59 views

### What is the meaning of conservative dynamics in the context of Conway's Game of Life

While reading up about Conway's Game of Life, I often come across the term conservative or non-conservative dynamics. What exactly does these terms mean? My guess is that a certain quantity (e.g., ...
14 views

### Textbook request for Linear Cellular Automata, if possible with an abstract algebraic approach

I am a final semester pure math undergrad, and I became interested in Linear Cellular Automatas.I became interested after reading Klaus Sutner's article. In the article, a little abstract algebra is ...
75 views

### Complexity of still life extentions in Game of Life

The game of life is one of the most famous cellular automata in 2D. It has a variety of objects, some of them are moving like gliders, some have an oscillating behavior and others do not change at all,...
74 views

### calculate kolmogorov complexity in the game of life

In order to calculate the Kolmogorov complexity one has to "count" the minimum amount of operations it takes for a certain task(from here). Since the game of life (or cellular automata) ...
251 views

### What are the differences/relationship between 2D Turing Machines and Cellular Automata

I have been reading up on 2D Turing machines on wolframscience and I am kind of confused about what exactly is the relationship between 2D Turing machines (like Paterson's worm and Langton's Ant) and ...
1 vote
195 views

### Had Conway's Game of Life or any C-A been demonstrated to generate non-repeating pattern?

As we know, Conway's Game of Life is Turing-complete. And Turing-complete systems can be used to calculate irrational numbers such as $\sqrt{2}$, $\pi$, $e$, etc. which have non-repeating digits. So ...
196 views

### Whats the signifgance of Conway's Game of Life?

I've seen Conway's game of life mentioned in different circles and it seems many people (myself included) have made an implementation of it at one point or another. Other than the fact that it is ...
172 views

### Is it possible to reverse engineer cellular automata?

Given a sequence of states of a given cellular automata, is it possible to construct the rules of the automata & hence predict the next state? To be clear, initially the rules are NOT known but ...
72 views

### Generalization of Cellular Automata

So in the little I know about formalization of cellular automata, it appears there are 4 major categories of cellular automata: 1-dimensional (cellular automata on the line) 2-dimensional (cellular ...
632 views

### Does P = NP in Cellular Automata of Hyperbolic Spaces?

I read a few years ago in this book that NP problems are tractable in the space of cellular automata in the hyperbolic plane. What does this mean? Does P = NP ...
100 views

### 2d cellular automata Wolfram binary codes

This is a similar question to How 2d cellular automata rules works? However, the answer there did not provide me what I am looking for. Specifically, I want to be able to render these 2d cellular ...
327 views

### Conway's Game of Life: Is it really P-complete?

Wikipedia claims that the Game of Life is P-complete (or the decision problem version of it is; the function version, I suppose, would then be FP-complete). Colloquially, P-complete and FP-complete ...
60 views

### What type of cellular automata is this?

So, this is kind of a long shot, but does anybody here familiar with cellular automata know what type this is? In the game, it starts as a flat pink/red and then becomes this over the course of a few ...
1 vote
20 views

### Intuition behind cellular automaton mixed bulking function?

I'm reading the paper of Nicolas Ollinger on intrisically universal 1d cellular automata: https://arxiv.org/abs/0906.3213. On page 3 (201), he gave the definition for mixed bulking quasi order. I'm ...
1 vote
178 views

### How to effectively represent and generate 2D cellular automaton rules that are invariant under rotation and reflection of the input matrix?

Consider cellular automaton rules for a two-dimensional universe with two states, where a cell's new state can depend on its previous state and the states of the cells in its Moore neighborhood. Such ...
280 views

### Langton's Ant Periodic Behavior

I was wondering if there's any initial configuration which generates a pure periodic behavior for Langton's Ant?
1 vote
77 views

### Does any algorithm exist for computing the state of a non-trivial cellular automaton after an arbitrary number of time steps?

If have a cellular automaton, can I see the state of the board after something like $10^{{10}^{10}}$ time steps? For trivial cases, this is possible - for example, a cellular automaton where the state ...
1 vote
19 views

### Do all Cellular Automata have some kind of information boundary? Can all Cellular Automata be modelled with the Bekenstein Bound?

Since they are discrete models, do they have some kind of information boundary? Can all Cellular Automata models be related to the Bekenstein Bound? https://en.wikipedia.org/wiki/Bekenstein_bound
225 views

### Do Stephen Wolfram and Gerard 't Hooft propose that literally every cellular automaton is a universe?

Both Stephen Wolfram and Nobel laureate Gerard 't Hooft think that the universe is a cellular automaton. As far as I know, 't Hooft developed a series of frameworks to build different models of ...
38 views

### Why can't we generate the output of a cellular automata at time step t without first generating all the preceding states

Why can't we generate the output of cellular automata at time step t without first generating all the preceding states? Why can we do this for some functions? What features of a function does it ...
117 views

### Is there any model of Game of Life compatible with hypercomputation?

I found a question in Mathematics Stack Exchange which asks a very similar question (https://math.stackexchange.com/questions/1023812/hypercomputation-higher-dimensional-variants-of-conways-game-of-...
63 views

1 vote
668 views

### How 2d cellular automata rules works?

How 2D Cellular Automata rules sequences works? For example, in elementary cellular automata, when we look at the binary sequence of the rule number, we understand that first bit says if all neighbors ...
106 views

### Classes of outer totalistic cellular automata

I'm wondering if anyone knows of any place where the Wolfram classifications of many outer totalistic cellular automata have been catalogued. The classes of a few examples are given in A New Kind of ...
2k views

### Turing-completeness, Conway's Game of Life and Logical Gates

I was recently given an assignment at university asking me to discuss the universal computational capability of Conway's Game of Life. I'm not required to actually build up a Universal Turing machine ...
35 views

### Binary arrays for cellular automata

Where can I download some interesting cellular arrays for Conway's Game of Life? Arrays such as the Gosper glider gun, etc? I can find the images easily enough, but are they available somewhere in ...
48 views

### Need introductory guide to cellular automata for geographic automata systems

I would like to work on urbanisation and I've read that cellular automata has potential use on model urban sprawl. However I need some kind of introductory to cellular automata in order to tackle an ...
113 views

### Is there any field that studies the equivalent of cellular automata, but for arbitrary graphs rather than 1D cells?

A cellular automaton consists of a sequence of cells, each with a state, and a globally symmetric transition rule based on the neighbors of a cell. They can be interpreted as graphs where each cell is ...
1 vote
94 views

### Simple elementary cellular automata with high period?

I'm looking for a simple rewrite system which displays high period. In order to do that, I've ran a brute-force search on every elementary cellular automata, for a few fixed memory lengths ...
27 views

### How to identify strongly confluent cellular automatas?

Lets represent a class of cellular automata as a finite, unidimensional bit array state : [Bit], plus a rewrite rule ...
58 views

### Is there any count-preserving cellular automata which tends do "10101010..."?

Suppose that I have a bit string of finite length. Is there any bit rewriting rule rewrire :: (Bit,Bit,Bit) -> (Bit,Bit,Bit), that doesn't change the total count ...
207 views

### What does Cellular Automata Pre-image problem actually means?

I am reading about Cellular Automata and Computational Complexity and i found a related paper by F. Green, NP-Complete Problems in Cellular Automata. In the 2nd page he lists three NP-Complete ...
297 views

### Complexity of $n \times \log n$ tiling problem

Is there a polynomial time algorithm for an $n \times \log n$ tiling problem? For instance: Suppose $A$ is a finite alphabet. A tile is a $2 \times 2$ matrix of elements from $A$. A tiling is a ...
I've been trying to figure out if the halting problem is decidable for 3-symbol one-dimensional cellular automata. Definition Let $f(w,i)$ denote the configuration of the system at time step $i$. ...