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
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