Computer Science & Information TechnologyTheory of Computation

Turing Machine

Turing Machine recognizes the recursive enumerable language. Turing Machine is more powerful than any other automata such as finite automata, PDA and LBA. TM accepts recursive enumerable language by using universal acceptance mechanism Turing Machine enumerates the recursive enumerable language.

Turing Machine computes the partial recursive function. Turing Machine can be modeled as Deterministic Turing Machine (DTM) or Non-deterministic Turing Machine (NTM). By default, a Turing Machine is a DTM. The power of DTM and NTM is the same.

1. Turing Machine Acts as Recognizer or Acceptor: Turing Machine that accepts or recognizes the
strings of a recursive enumerable language (L) over an input alphabet ∑.

2. Turing Machine Acts as enumerator: Turing Machine enumerates the string of recursive enumerable language over the input alphabet ∑.

Turing Machine

Specification of Turing Machine

The Turing machine is represented as a seven tuple as follows:
TM = (Q, Σ, Γ, δ, q0, B, F)

where Q = set of finite states, Σ = input alphabet (Σ ⊆ Γ), Γ = tape alphabet, and δ = transition function;

DTM δ : Q × Γ→ Q × Γ × {L, R}
NTM δ : Q × Γ→ 2Q × Γ × {L, R}

B= blank symbol (B ∈ Γ)
F= final states (F ⊆ Q)

  • The argument of δ are
    As for DTM δ : Q × Γ→ Q × Γ × {L, R}
    “The current state of the control unit and the current tape symbol being read (i.e. Q × Γ). The result is a new state of the control unit, a new tape symbol, which replaces the old one and a move symbol, L or R (i.e. Q × Γ × { L, R}). The move symbol indicates whether the read-write head moves left or right one cell after the new symbol has been written on the tape”.
  • Both non deterministic Turing machine or deterministic Turing machine have same power and they
    are interconvertible.
  • No logical machine can have more power than Turing machine.

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