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This is a branch that includes: computational complexity theory; complexity classes, NP-completeness and other completeness concepts; oracle analogues of complexity classes; complexity-theoretic computational models; regular languages; context-free languages; Komolgorov Complexity and so on.

25 votes
Accepted

Languages beyond enumerable

Yes, for starters there is the arithmetical hierarchy, where enumerable = $\Sigma^0_1$ and it continues $\Pi^0_1$, $\Delta^0_2$, $\Sigma^0_2$ etc. See also the Computability Menagerie.
Bjørn Kjos-Hanssen's user avatar
13 votes

How did the Baker-Gill-Solovay paper come to be?

Apparently, we would have gotten at least half of the BGS result without any of the three named authors and also without any of the 4 people they credit, all we needed was Dekhtiar. 😊 The Annals of t …
Bjørn Kjos-Hanssen's user avatar
1 vote

Are there any continuous-time stochastic processes in which transition probabilities are dis...

One example type is a jump process that jumps at certain predetermined times, as in @AnthonyQuas' comment. For instance, a stock price that can only make jumps when markets open, like New Zealand Sto …
Bjørn Kjos-Hanssen's user avatar
4 votes

Connections between algebraic semantics and computational complexity of a logic?

The example you gave extends as follows: SAT for arbitrary lattices (meaning, is a given formula satisfiable in some lattice) is polynomial-time decidable SAT for modular lattices is Turing undecida …
Bjørn Kjos-Hanssen's user avatar
1 vote
Accepted

Generating an arbitrarily long sequence with decreasing Kolmogorov complexity of terms

Suppose there is such an algorithm. Let $x_n$ be the first string outputted on input $$s=00\cdots 0=0^n.$$ Then $x_n$ has complexity at most $\log_2 n+C$ since I just described it in terms of $n$. On …
Bjørn Kjos-Hanssen's user avatar
3 votes
Accepted

If the set of the output of a computable function is finite, is the sequence periodic eventu...

Regarding the 2nd question, the set of output sequences of an autonomous finite automaton consists of ultimately periodic sequences.
Bjørn Kjos-Hanssen's user avatar
7 votes

Complexity of Turing Machine behavior

If you restrict attention to TMs that always halt, then: One measure of complexity of a Turing machine is its running time, the maximum number of steps taken before it halts on inputs of length $n$, …
Bjørn Kjos-Hanssen's user avatar
2 votes

Recent trends in effective analysis

The references you mention are all monographs (Abert, Pour-El and Richards, Simpson, Weihrauch). Here are some more recent (at most 5 years old) monographs which border on computable analysis: Kohle …
Bjørn Kjos-Hanssen's user avatar
3 votes
Accepted

The link and equivalence between variant definition of computation model and computational c...

The following models are probably the two most well known, and they are not equivalent at the level of computability. BCSS standard/Grzegorczyk (same as in Weihrauch's book) In fact, the function …
Bjørn Kjos-Hanssen's user avatar
3 votes
Accepted

The definition of computational complexity or complexity measure of computing reals

This is interesting. I think a number could be of low complexity in terms of approximating it to within smaller and smaller $\epsilon $, while of high complexity in terms of finding its binary represe …
Bjørn Kjos-Hanssen's user avatar
4 votes
Accepted

How to define the input of computable function or Turing machine over real numbers

A good place to start learning about different representations of reals and their computability- and complexity-theoretic consequences is Weihrauch's book Computable Analysis.
Bjørn Kjos-Hanssen's user avatar
3 votes

Computational complexity of solution of Pell equation and more

The problem of finding $x$ and $y$ in a given Pell equation $x^2-ny^2=1$ is not known to be solvable in polynomial time, see Wikipedia.
Bjørn Kjos-Hanssen's user avatar
1 vote

Longest run of heads

[This answer is a followup to Anthony Quas' comment and your subsequent request for an explicit map.] Let's list all the outcomes as $x_1\prec x_2\prec\dots\prec x_{2^n}$ in the following order: $x$ …
Bjørn Kjos-Hanssen's user avatar
6 votes

powers in strings

Regarding the 3rd question, I will show this: Theorem. For a random binary word of length $n$, the expected number of $h$th powers is $$ \sim \frac{n}{2^{h-1}-1}. $$ Proof. A basic event about occurr …
Bjørn Kjos-Hanssen's user avatar
3 votes

Is the Kolmogorov complexity of at least one string of a given length equal to its length?

It depends on the universal machine. Consider length 0, the empty string could have complexity 455, say.
Bjørn Kjos-Hanssen's user avatar

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