Two-Tape Simulation of Multitape Turing Machines

ABSTRACT

It has long been known that increasing the number of tapes used by a Turing machine does not provide the ability to compute any new functions. On the other hand, the use of extra tapes does make it possible to speed up the computation of certain functions. It is known that a square factor is sometimes required for a one-tape machine to behave as a two-tape machine and that a square factor is always sufficient. The purpose of this paper is to show that, if a given function requires computation time T for a k-tape realization, then it requires at most computation time T log T for a two-tape realization. The proof of this fact is constructive; given any k-tape machine, it is shown how to design an equivalent two-tape machine that operates within the stated time bounds. In addition to being interesting in its own right, the trade-off relation between number of tapes and speed of computation can be used in a diagonalization argument to show that if T(n) and U(n) are two time functions such that inf T(n) log T(n) ÷ U(n) = 0 then there exists a function that can be computed within the time bound U(n) but not within the time bound T(n).

REFERENCES

• 1: TURINO, A. IVL On computable numbers, with an application to the Entscheidungsproblem Proc. London Math. Soc. {2}, 42 (1938-37), 230-265; Correction, ibid., 43 (1937), 544-546.
• 2: HARTMANIS, J., AND STEARNS, R. E. 0II. the computational complexity of algorithms. Trans. Amer. Math. Soc. 117 (May 1965), 285-306.
• 3: HENNIE, F. C. One-tape, off-line Turing machine computations. Inform. and Contr. 8, 6 (Dec. 1965), 553-578.
• 4: YAMADA, H. Real-time computation and recursivc functions not real-time computable. IRE Trans. EC-11 (1962), 753-760.

INDEX TERMS

Primary Classification:
  F. Theory of Computation
  F.1 COMPUTATION BY ABSTRACT DEVICES
      F.1.1 Models of Computation
          Subjects: Bounded-action devices (e.g., Turing machines, random access machines)

Additional Classification:
  I. Computing Methodologies
  I.6 SIMULATION AND MODELING

General Terms:
Design, Performance, Theory, Verification