What is a multi-tape Turing machine?

A multiple-tape Turing machine is a variant of the simple Turing machine. It consists of multiple tapes, each having its head pointer. It can be taken as a 2D array. The heads of the multiple tapes can move in different directions independently. Initially, the input is placed in the first tape and is transferred to the other tapes as needed.

To learn more about the simple Turing machine, look into our Answer: What is a Turing machine?

Formal theorem

The multi-tape Turing machine is a six tuple machine $(Q, Σ, q_0, \Gamma, δ, F)$

• $Q$: set of states

• $Σ$: set of input alphabets

• $q_0$: initial state

• $\Gamma$: set of tape alphabets

• $δ$: transition function that is $Q \space * \Gamma^i \to Q \space * \Gamma^i \space * <br> (Left, right, stationary)^i$

• $F$: set of final states

Formation of the tapes

Initial multi-tapes are as follows:

All the tapes involved are filled with the delta (Δ) symbols and grow infinitely to the right side. The first tape contains the input initially.

Example

Let’s develop a two-tape Turing machine for a palindrome. Suppose our palindrome is $aba$. Initially, our tapes will be as follows:

The strategy we wish to use is that we copy the input into the second tape and compare the two tapes; the first from the beginning and the second backward.

Now for the Turing machine, each transition will be of the type:

$(x,y) / (x',y'), (D_1,D_2)$where $x$and $y$are the elements where the heads are pointing, $x'$and $y'$are the changes made in the pointed element, and $D_1$and $D_2$are the directions (L, R, S) to be made by both heads, respectively.

The Turing machine for $aba$ palindrome will be:

Explanation

• $q_0 \to q_1$: The first delta in both tapes is skipped, and the heads move to the right.

• $q_1 \to q_1$ : The first tape’s input is skipped but copied into the second.

• $q_1 \to q_2$: When the input is exhausted, the head pointer of the first tape is moved left so that it can reach the starting of the input, whereas the pointer of the second tape is kept stationary as we want to compare the second tape backwardly.

• $q_2\to q_2$: The pointer keeps on skipping elements and moves to the leftmost element.

• $q_2\to q_3$: As both the pointers are on opposite sides, they are moved toward right and left, respectively.

• $q_3\to q_3$: Here, both the tapes are compared.

• $q_3 \to H_a$: The Turing machine reaches the final state if the string is a palindrome.

Multi-tape Turing machines are beneficial in solving complex problems and limit the amount of work, unlike a simple Turing machine.

Conclusion

In conclusion, multi-tape Turing machines provide a more efficient way to solve complex computational problems by using multiple tapes and head pointers that move independently. Unlike simple Turing machines, which can only process one tape, multi-tape machines allow for parallel processing, making them highly beneficial for tasks like palindrome checking. While they offer more flexibility and speed in problem-solving, they also require careful management of tape and state transitions. Overall, multi-tape Turing machines play a crucial role in understanding the theoretical limits of computation and solving more advanced problems in the field of computer science.