Abstract
Strong variants of the Operator Speed-up Theorem, Operator Gap Theorem and Compression Theorem are obtained using an effective version of Baire Category Theorem. It is also shown that all complexity classes of recursive predicates have effective measure zero in the space of recursive predicates and, on the other hand, the class of predicates with almost everywhere complexity above an arbitrary recursive threshold has recursive measure one in the class of recursive predicates.
The work of the first author has been supported by Auckland University Research Grants A18/XXXXX/62090/3414012, A18/XXXXX/62090/F3414022. The second author has been partially supported by grants NSF-CCR-8957604, NSF-INT-9116781/JSPS-ENG-207 and NSF-CCR-9322513 and by the Romanian Department of Education and Science grant 4975-92.
A full version of this paper will appear in Theoret. Comput. Sc. (1996).
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References
E. Allender and M. Strauss. Measure on small complexity classes, with applications for BPP, FOCS'94, 1994, 807–818.
M. Blum. A machine-independent theory of the complexity of recursive functions, J. Assoc. Comput. Mach. 14(2) (1967), 322–336.
M. Blum. On effective procedures for speeding up algorithms, J. Assoc. Comput. Mach. 18(2) (1967), 257–265.
A. Borodin. Computational complexity and the existence of complexity gaps, J. Assoc. Comput. Mach. 19(1) (1972), 158–174.
D. S. Bridges. Computability—A Mathematical Sketchbook, Springer-Verlag, Berlin, 1994.
D. S. Bridges and C. Calude. On recursive bounds for the exceptional values in speed-up, Theoret. Comput. Sci. 132 (1994), 387–394.
C. Calude. Topological size of sets of partial recursive functions, Z. Math. Logik Grundlag. Math. 28(1982), 455–462.
C. Calude. Theories of Computational Complexity, North-Holland, Amsterdam, New York, Oxford, Tokyo, 1988.
C. Calude. Relativized topological size of sets of partial recursive functions, Theoret. Comput. Sci. 87 (1991), 347–352.
C. Calude, G. Istrate, and M. Zimand. Recursive Baire classification and speedable functions, Z. Math. Logik Grundlang. Math. 3 (1992), 169–178.
C. Calude, H. Jürgensen, and M. Zimand. Is independence an exception?, Applied Math. Comput. 66 (1994), 63–76.
C. Calude and M. Zimand. On three theorems in abstract complexity theory: A topological glimpse, Abstracts of the Second International Colloquium on Semigroups, Formal Languages and Combinatorics on Words, Kyoto, Japan, 1992, 11–12.
R. L. Constable. The operator gap, J. Assoc. Comput. Mach. 19(1) (1972), 175–183.
S. Fenner. Notions of resource-bounded category and genericity, Proc. 6th Structure in Complexity Theory, 1991, 347–352.
R. Freidzon. Families of recursive predicates of measure zero, J. Soviet Math. 6 (1976), 449–455.
M. A. Fulk. A note on a.e. h-complex functions, J. Comput. System Sciences 40 (1990), 444–449.
J. Hartmanis and J. E. Hopcroft. An overview of the theory of computational complexity, J. Assoc. Comput. Mach. 18(3) (1971), 444–475.
J. Helm and P. Young. On size vs. efficiency for programs admitting speed-ups, J. Symbolic Logic 36 (1971), 21–27.
J. Lutz. Category and measure in complexity theory, SIAM Journal Computing 19(6) (1990), 1100–1131.
J. Lutz. Almost everywhere high nonuniform complexity, J. Comput. System Sciences 44 (1992), 220–258.
J. Lutz. The quantitative structure of exponential time, Proceedings of the 8th Structure in Complexity Theory Conference, 1993, 158–175.
J. E. Hopcroft and J. D. Ullman. An Introduction to Automata Theory, Languages and Computation, Addison-Wesley, Reading, Mass., 1979.
M. Machtey and P. Young. An Introduction to the General Theory of Algorithms, North-Holland, Amsterdam, 1978.
E. Mayordomo. Almost every set in exponential time is p-bi-immune, Theoret. Comput. Sci., 136(1994), 487–506.
K. Mehlhorn. On the size of sets of computable functions, Annual IEEE Symp. on Switching and Automata Theory, Univ. Iowa, 1973, 190–196.
K. Melhorn. The almost all theory of subrecursive degrees is decidable, Proc. Second ICALP, Lecture Notes in Computer Science, Springer-Verlag, 1974, 1317–325.
A. R. Meyer and P. C. Fischer. Computational speed-up by effective operators, J. Symbolic Logic 37(1) (1972), 55–68.
E. McCreight and A. Meyer. Classes of computable functions defined by bounds on computation: preliminary report, Conf. Rec. ACM Symp. on Theory of Computing, 1965, 79–88.
A. R. Meyer and K. Winklman. The fundamental theorem of complexity theory, in J. W. de Bakker and J. van Leeuwen (eds.). Found. Comput. Sci. III Part 1: Automata, Data Structures, Complexity, Mathematical Centre Tracts, vol. 108, Amsterdam, 1979, 97–112.
M. Rabin. Degree of Difficulty of Computing a Function, Hebrew University, Jerusalem, Technical Report 2 (April 25), 1960.
H. Rogers. Theory of Recursive Functions and Effective Computability, McGraw-Hill, New York, 1967.
C. P. Schnorr. Does the computational speed-up concern programming?, Proc. First Internat. Conf. on Automata, Languages and Programming, 1972, 589–596.
C. P. Schnorr. Process complexity and effective random tests, J. Comput. System Sciences 7 (1973), 376–388.
J. Seiferas. Machine-independent complexity theory, in J. van Leeuwen (ed.). Handbook of Theoretical Computer Science, vol. A, Elsevier, 1990, 165–186.
J. Seiferas and A. R. Meyer. Characterization of realizable space complexities, Annals of Pure and Applied Logic (to appear).
B. A. Trakhtenbrot. Complexity of Algorithms and Computations, Course Notes, Novosibirsk, 1967. (Russian)
P. van Emde Boas. Ten years of speed-up, Proceedings of the Symposium on Mathematical Foundations of Computer Science, Lecture Notes in Computer Science #32, Springer-Verlag, Berlin, 1975, 232–237.
P. Young. Easy constructions in complexity theory: gap and speed-up theorems, Proc. Amer. Math. Soc. 37 (1973), 555–563.
M. Zimand. If not empty, NP is topologically large, Theoret. Comput. Sci. 119 (1993), 293–310.
M. Zimand. On the topological size of p-m-complete degrees, Theoret. Comput. Sci. (to appear)
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Calude, C., Zimand, M. (1995). Effective category and measure in abstract complexity theory. In: Reichel, H. (eds) Fundamentals of Computation Theory. FCT 1995. Lecture Notes in Computer Science, vol 965. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-60249-6_48
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