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\({ }^{*} 6.17\) Let \(A\) and \(B\) be two disjoint languages. Say that language \(C\) separates \(A\) and \(B\) if \(A \subseteq C\) and \(B \subseteq \bar{C} .\) Describe two disjoint Turing-recognizable languages that aren't separable by any decidable language.

Short Answer

Expert verified
The two disjoint Turing-recognizable languages that cannot be separated by any decidable language are: \(A = \{w \mid w \text{ is the encoding of a Turing machine } M_w \text{ where } M_w \text{ halts on input } w \}\) \(B = \{w \mid w \text{ is the encoding of a Turing machine } M_w \text{ where } M_w \text{ does not halt on input } w \}\) We assumed the existence of a decidable language C that separates A and B, and from that, we have shown a contradiction by constructing a Turing machine that decides the Halting problem using the decider for C. Thus, no decidable language can separate A and B.

Step by step solution

01

Define languages A and B

Let's define languages A and B as follows: \(A = \{w \mid w \text{ is the encoding of a Turing machine } M_w \text{ where } M_w \text{ halts on input } w \}\) \(B = \{w \mid w \text{ is the encoding of a Turing machine } M_w \text{ where } M_w \text{ does not halt on input } w \}\) Notice that A and B are disjoint because a Turing machine either halts or does not halt on a given input. Both A and B are Turing-recognizable, as we can construct Turing machines that recognize each: - For A, the recognizer can simulate the input Turing machine on the input and accept if it ever halts. - For B, the recognizer can similarly simulate the input Turing machine on the input and accept if it can determine that it will never halt.
02

Assume there exists a decidable language C

Assume, for the sake of contradiction, that there exists a decidable language C that separates A and B, so: 1. \(A \subseteq C\) 2. \(B \subseteq \bar{C}\) By definition, a decidable language has a Turing machine that decides it, meaning it halts with an answer (accept or reject) for every input.
03

Show contradiction using reduction

Since we assume the existence of a Turing machine that decides C, we can use C to show the existence of a Turing machine to decide the Halting problem as follows: Given a Turing machine M and input x: 1. Construct a new Turing machine \(M'\) that, on any input w, simulates M on x and accepts if M halts on x. 2. Encode \(M'\) as a string, \(w'\). 3. Run the decider for C on input \(w'\). 4. If C accepts \(w'\), then M halts on x (since \(w' \in A\)). If C rejects \(w'\), then M does not halt on x (since \(w' \in B\)). Since we have constructed, using the decider for C, a Turing machine that decides the Halting problem, which is known to be undecidable, this contradicts our assumption.
04

Conclude that no decidable language can separate A and B

Since our assumption led to a contradiction, it must be false. Therefore, no decidable language C exists that can separate the disjoint Turing-recognizable languages A and B, as stated in the exercise.

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Decidable Language
A decidable language is one for which there exists a Turing machine that can determine membership for any input string within a finite amount of time. In simpler terms, if you can imagine a computer program that always provides a yes or no answer (accept or reject) after a certain amount of calculation, and it achieves this for every possible input, then the language that program decides is considered decidable.

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