# Questions tagged [simulation]

Questions about simulating one model in another. This includes simulating reality in any model, or simulating a machine model with Turing machines.

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### How to show two models of computation are equivalent?

I'm seeking explanation on how one could prove that two models of computation are equivalent. I have been reading books on the subject except that equivalence proofs are omitted. I have a basic idea ...
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### How can I convert the Turing machine the recognizes language $L$ into an unrestricted grammar?

According to this Wikipedia article, unrestricted grammars are equivalent to Turing machines. The article notes that I can convert any Turing machine into an unrestricted grammar, but it only shows ...
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### Why is a quantum computer not capable of solving more problems than a classical computer? [duplicate]

On the Wikipedia page for quantum algorithm I read that [a]ll problems which can be solved on a quantum computer can be solved on a classical computer. In particular, problems which are undecidable ...
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### Universal simulation of Turing machines

Let $f$ be a fixed time-constructable function. The classical universal simulation result for TMs (Hennie and Stearns, 1966) states that there is a two-tape TM $U$ such that given the description of ...
789 views

### Is every linear-time algorithm a streaming algorithm?

Over at this question about inversion counting, I found a paper that proves a lower bound on space complexity for all (exact) streaming algorithms. I have claimed that this bound extends to all linear ...
22k views

### How to create DFA from regular expression without using NFA?

Objective is to create DFA from a regular expression and using "Regular exp>NFA>DFA conversion" is not an option. How should one go about doing that? I asked this question to our professor but he ...
17k views

### How to map the tapes of a “k-tape” Turing Machine into the single tape of a “1-tape” Turing Machine

I'm reading Sipser and I'm finding it hard to understand what the process is such that if you give me k Turing machines with k tapes, I can spit out an equivalent Turing machine with only one tape. An ...
317 views

### 1/r attractive force by cellular automaton

Does there exist a cellular automaton (in 2D) which simulates a $1/r$ force between particles? More specifically, I would like to know whether it is possible, with strictly local update rules, to ...
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### How can a universal Turing machine simulate “bigger” ones?

I'm trying to find the answers of two questions about the Universal Turing machine. How can the Universal Turing machine simulate a Turing machine if the one that is being simulated has a bigger ...
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### Prove that a boolean function computable in T(n) by a RAM machine is in DTIME(T(n)^2)

The question is exercise 1.9 from Arora-Barak's book Computational Complexity — A Modern Approach: Define a RAM Turing machine to be a Turing machine that has random access memory. We formalize this ...
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### Infinite alphabet Turing Machine

Is a Turing Machine that is allowed to read and write symbols from an infinite alphabet more powerful than a regular TM (that is the only difference, the machine still has a finite number of states)? ...
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### Why use $\mu$-calculus and not LTL,CTL,CTL*?

It is known that the temporal logics LTL,CTL,CTL* can be translated/embedded into the $\mu$-calculus. In other words, the (modal) $\mu$-calculus subsumes these logics, (i.e. it is more expressive.) ...
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### Convert CFG to PDA

Is there any set of rules or methods to convert any context free grammar to a push down automata? I already found some slides online but I wasn't able to understand them. In slide 10 he speaks ...
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### Time Complexity of Universal Turing Machine Simulations and the Time Hierarchy Theorem

I have a little problem to understand the proof of the Time Hierarchy Theorem (Hennie and Stearns, 1966) that ensures the existence of a language acceptable in $U(n)$ but not acceptable in $T(n)$ for ...
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### Church-Turing and physical PDEs

When I read about the Church-Turing thesis it seems to be a common claim that "physical reality is Turing-computable." What is the basis for this claim? Are there any theoretical results along these ...
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### Does there exist an equivalent arithmetic circuit for each computable function?

Does there exist an equivalent arithmetic circuit for each computable function? I've been trying to wrap my head around the statement above, but haven't found a counter example although I believe ...
225 views

### Simulate the concatenation of two log-space programs in log-space

I've got two log-space programs $F$ and $G$. Program $F$ will get input in array $A[1..n]$ and will create the output array $B[1..n]$. Program $G$ will get as input $B$ as created by $F$ and create ...
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### Make a tag system simulate a finite automaton?

Tag systems are Turing-complete. I was wondering if there is any easy way to create tag systems that simulate finite automata. So create tag systems that recognize languages, e.g. by having at the end ...
932 views

### Would creating a complete computer simulation of the human brain prove the Church-Turing thesis?

According to Wikipedia, the Church-Turing thesis "states that a function on the natural numbers is computable by a human being ignoring resource limitations if and only if it is computable by a Turing ...
26k views

### Convert DFA to Regular Expression

In this old exam-task I don't understand all the steps to convert the DFA below to a Regular Expression. The $q_2$ state is eliminated first. The provided solution to eliminate $q_2$ is: If we first ...
485 views

### Relation between RAM and Turing machine

Denote $D$ a set of finite sequences of integers. In Papadimitriou's "Computational Complexity" in theorem 2.5 it is proved that if a RAM program $\Pi$ computes a function $\phi$ from $D$ to integers ...
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### Does every turing machine have an equivalent, single-state, n-tape turing machine?

Is it the case that every problem computable by a Turing Machine can also be represented by some kind of equivalent n-tape Turing Machine which one has only one state? (We can assume that the accept ...
179 views

### Who conceived the concept of Discrete Event Simulation, and when?

I'm trying to trace back the origin of the general concept of Discrete Event Simulation and found a 1968 article by Fishman and Kiviat mentioning the term. It is titled The statistics of discrete-...
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### Steps to convert regular expressions directly to regular grammars and vice versa

I came across following intuitive rules to convert basic/minimal regular expressions directly to regular grammar (RLG for Right Linear Grammars, LLG for Left Linear Grammars): Then I came across many ...
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### Brzozowski algebraic method for NFA

Currently I have a graph (basically, a state graph) in Scala which is similar to an NFA some nodes have multiple in/outgoing edges single start state there might be multiple final states a state can ...
118 views

### How would I simulate a network to explore the percolation threshold of a network connected by the knight's move?

"If we consider the squares of an infinite chess board as nodes of our graph and consider each to be connected to the other eight squares that are a knight's move away from it what is the percolation ...
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### pda: transformation between acceptance by empty stack and final states

I am stuck with understanding the transformation of final-state acceptance automaton into empty-stack acceptance automaton. From everywhere that I've read, it always says introduce a new start state ...
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### On-line simulation of a two-head tape Turing machine using single-head tape(s)

I have a question and I haven't been able to figure out the answer yet. I need to do the on-line simulation of a two-head tape Turing machine using single-head tape(s). I've found some online articles ...
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### Research work on computational models for a “specific” person's behaviors

Is there active research work on creating computational models of a "specific" person's behaviors (general behaviors, emotions, actions...)? What are some references for such research? I tried google ...
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### Prove that turing machines and the lambda calculus are equivalent

It is known that a turing machine and the lambda calculus are equivalent in power. I now want to try to prove this myself. I think proving that the lambda calculus is at least as powerful as a turing ...
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### Rice's theorem vs Turing completeness

I would like to clarify this because I see some kind of contradiction between Rice's theorem and Turing completeness. This is the problem: In building an Universal Turing Machine to emulate another ...
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### Is it impossible to truly emulate a system if its actual clock speed is the same?

As I understand emulation a rule of the thumb says that a computer must be around a order of magnitude more powerful to emulate another system without resorting to tricks. This is because for every ...
534 views

### Robustness of Turing Machines - 3 dimensional case

How can one show that a machine with a three dimensional memory arranged in an infinite grid can be simulated by a single-tape Turing machine? I'd imagine there's some sort of mapping possible from ...
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### What is a program in self-replicating programs?

I'm trying to understand the workings of artificial life as exemplified by systems like Tierra or Avida. The idea behind these systems is that organisms are modeled as assembly-language programs that ...