[Solved]: Proving closure under complementation of languages accepted by min-heap automata

Problem Detail: This is a follow-up question of this one. In a previous question about exotic state machines, Alex ten Brink and Raphael addressed the computational capabilities of a peculiar kind of state machine: min-heap automata. They were able to show that the set of languages accepted by such machines ($HAL$) is neither a subset nor a superset of the set of context-free languages. Given the successful resolution of and apparent interest in that question, I proceed to ask several follow-up questions. It is known that the regular languages are closed under a variety of operations (we may limit ourselves to basic operations such as union, intersection, complement, difference, concatenation, Kleene star, and reversal), whereas the context-free languages have different closure properties (these are closed under union, concatenation, Kleene star, and reversal).

Is HAL closed under complementation?

Asked By : Patrick87

Answered By : Raphael

Claim: $mathrm{HAL}$ is not closed against complement. Proof Idea: We have agreed that $mathrm{EPAL}$ (the language of even palindromes over a non-unary alphabet) is not in $mathrm{HAL}$. We show that $overline{mathrm{EPAL}} in mathrm{HAL}$.
This works for type-1 only (as type-2 can accept $mathrm{EPAL}$); the proof can be adapted to suit type-2 though, see below. Proof: Note that $qquad displaystyle begin{align*} overline{mathrm{EPAL}} &= {vw : |v|=|w|, vneq w^R} &cup ,{w : |w| in 2mathbb{N}!+!1} end{align*}$ We construct a min-heap automaton with two heap symbols $b < a$ that works like this:

  • In the starting state, decide nondeterministically wether the input’s length is even.
  • On the uneven path, use finite control to accept the input if and only if its length is odd.
  • On the even path, proceed like this: $$ underbrace{v_1 dots mathbf{v_{i}}}_{+a} underbrace{v_{i+1} dots v_n}_{+b} underbrace{w_n dots w_{i+1}}_{-b} underbrace{mathbf{w_i} dots w_1}_{-a}$$
    • Start by adding one $a$ to heap for every read symbol.
    • At a nondeterministically determined position, store the current symbol in finite control and start adding one $b$ (and no $a$) to heap for every read symbol.
    • At a nondeterministically determined position, stop adding symbols and consume one $b$ per input symbol.
    • When all $b$ are consumed, compare the current symbol with the one stored in control. If they are unequal, continue; else reject the input.
    • Consume one $a$ per input symbol. If the heap is empty at the same time the input ends, accept the word; reject otherwise.

The described min-heap automaton accepts $overline{mathrm{EPAL}}$. As its complement, $mathrm{EPAL}$, is not in $mathrm{HAL}$, we have proven the claim. Note: The proof can be performed in the same way with ${ww mid w in {a,b}^*}$ (which is in $mathrm{CSL} setminus mathrm{HAL}$) and its complement. This extends above result to type-2.

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Question Source : http://cs.stackexchange.com/questions/393

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