DocumentCode :
2360522
Title :
The instance complexity conjecture
Author :
Kummer, Martin
Author_Institution :
Inst. fur Logik, Lomplexitat und Deduktionssystem, Karlsruhe Univ., Germany
fYear :
1995
fDate :
19-22 Jun 1995
Firstpage :
111
Lastpage :
124
Abstract :
This paper is concerned with instance complexity introduced by Ko, Orponen, Schoning, and Watanabe (1986) as a measure of the complexity of individual instances of a decision problem. They conjectured that for every nonrecursive r.e. set the instance complexity is infinitely often at least as high as the Kolmogorov complexity. We refute this conjecture by constructing a nonrecursive r.e. set with instance complexity logarithmic in the Kolmogorov complexity. This bound is optimal up to a constant. In the other extreme, we show that the conjecture can indeed be established for many classes of complete sets. In addition we consider Kolmogorov complexity of initial segments of r.e. sets and show that the well-known upper bound 2 log n is optimal
Keywords :
computational complexity; decision theory; recursive functions; Kolmogorov complexity; individual decision problem instances; instance complexity conjecture; nonrecursive r.e. set; optimal bound; upper bound; Books; Length measurement; Microwave integrated circuits; Upper bound;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Structure in Complexity Theory Conference, 1995., Proceedings of Tenth Annual IEEE
Conference_Location :
Minneapolis, MN
ISSN :
1063-6870
Print_ISBN :
0-8186-7052-5
Type :
conf
DOI :
10.1109/SCT.1995.514733
Filename :
514733
Link To Document :
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