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Complexity classes of partial recursive functions (Preliminary Version)

Published: 03 May 1971 Publication History

Abstract

This paper studies possible extensions of the concept of complexity class of recursive functions to partial recursive functions. Many of the well-known results for total complexity classes are shown to have corresponding, though not exactly identical, statements for partial classes. In particular, with two important exceptions, all results on the presentation and decision problems of membership for the two most reasonable definitions of partial classes are the same as for total classes. The exceptions concern presentations of the complements and maximum difficulty for decision problems of the more restricted form of partial classes.
The last section of this paper shows that it is not possible to have an “Intersection Theorem”, corresponding to the Union Theorem of McCreight and Meyer, either for complexity classes or complexity index sets.

References

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Bass, Leonard, Hierarchies Based on Computational Complexity and Irregularities of Class Deforming Measured Sets, Thesis, Purdue Univ. (Aug. 1970).
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Blum, Mauel, "Machine independent theory of the complexity of recursive functions," JACM 14 (April 1967), 322-336.
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Borodin, Allan B., "Computational complexity and the existance of complexity gaps," Proc. ACM Symp on Theory of Computing (May 1969), 67-78.
[4]
Constable, Robert L., "Extending and refining hierarchies of computable functions," Computer Sciences Tech. Rept. #25, Univ. of Wis. (June 1968).
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David, Martin, Computability and Unsolvability, McGraw-Hill (1958), New York.
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Dekker, J. C. E., and Myhill, J., "Some theorems on classes of recursively enumerable sets," Trans. AMS 89 (1958), 25-59.
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Landweber, L. H., and Robertson, E. L., "Recursive properties of abstract complexity classes" (prelim. version), Proc. 2nd ACM Symp. on Theory of Computing (May 1970), 31-36.
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Lewis, Forbes D., "Unsolvability considerations in computational complexity," Proc. 2nd ACM Symp. on Theory of Computing (May 1970), 22-30.
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McCreight, E. M., and Meyer, A. R., "Classes of computable functions defined by bounds on computation," Proc. ACM Symp. on Theory of Computing (May 1969), 79-88.
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Rice, H. G., "Classes of recursively enumerable sets and their decision problems," Trans. AMS 74 (1953), 358-366.
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Rice, H. C., "On completely recursively enumerable classes and their key arrays," JSL 21, 3 (1956), 304-308.
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Robertson, Edward, #Properties of Complexity Classes and Sets in Abstract Computational Complexity,| Thesis, Univ. of Wis. (Aug. 1970).
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Cited By

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  • (1981)On the computational power of automata with time or space bounded by Ackermann's or superexponential functionsTheoretical Computer Science10.1016/0304-3975(81)90072-416:2(115-148)Online publication date: 1981
  • (1981)Complexity of algorithms and computationsJournal of Soviet Mathematics10.1007/BF0108428315:2(140-165)Online publication date: 1981
  • (1972)Honest bounds for complexity classes of recursive functionsProceedings of the 13th Annual Symposium on Switching and Automata Theory (swat 1972)10.1109/SWAT.1972.8(61-66)Online publication date: 25-Oct-1972

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cover image ACM Conferences
STOC '71: Proceedings of the third annual ACM symposium on Theory of computing
May 1971
270 pages
ISBN:9781450374644
DOI:10.1145/800157
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Published: 03 May 1971

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STOC '71 Paper Acceptance Rate 23 of 50 submissions, 46%;
Overall Acceptance Rate 1,469 of 4,586 submissions, 32%

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Cited By

View all
  • (1981)On the computational power of automata with time or space bounded by Ackermann's or superexponential functionsTheoretical Computer Science10.1016/0304-3975(81)90072-416:2(115-148)Online publication date: 1981
  • (1981)Complexity of algorithms and computationsJournal of Soviet Mathematics10.1007/BF0108428315:2(140-165)Online publication date: 1981
  • (1972)Honest bounds for complexity classes of recursive functionsProceedings of the 13th Annual Symposium on Switching and Automata Theory (swat 1972)10.1109/SWAT.1972.8(61-66)Online publication date: 25-Oct-1972

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