Name
Abstract | ||
|---|---|---|
It is well known that probabilistic boolean decision trees cannot be much more powerful than deterministic ones (N. Nisan, SIAM J. Comput. 20 , No. 6 (1991), 999–1007). Motivated by a question if randomization can significantly speed up a nondeterministic computation via a boolean decision tree, we address structural properties of Arthur–Merlin games in this model and prove some lower bounds. We consider two cases of interest, the first when the length of communication between the players is limited and the second, if it is not. While in the first case we can carry over the relations between the corresponding Turing complexity classes, in the second case we observe in contrast with Turing complexity that a one-round Merlin–Arthur protocol is as powerful as a general interactive proof system and, in particular, can simulate a one-round Arthur–Merlin protocol. Moreover, we show that sometimes a Merlin–Arthur protocol can be more efficient than an Arthur–Merlin protocol and than a Merlin–Arthur protocol with limited communication. This is the case for a boolean function whose set of zeroes is a code with high minimum distance and a natural uniformity condition. Such functions provide an example when the Merlin–Arthur complexity is 1 with one-sided error ε ∈( 2 3 , 1), but at the same time the nondeterministic decision tree complexity is Ω ( n ). The latter should be contrasted with another fact we prove. Namely, if a function has Merlin–Arthur complexity 1 with one-sided error probability ε ∈(0, 2 3 ], then its nondeterministic complexity is bounded by a constant. Other results of the paper include connections with the block sensitivity and related combinatorial properties of a boolean function. |
Year | DOI | Venue |
|---|---|---|
1999 | 10.1006/jcss.1999.1654 | Electronic Colloquium on Computational Complexity |
Keywords | Field | DocType |
arthur-merlin games,boolean decision tree,arthur-merlin game,boolean decision trees,decision tree,decision trees,mathematics,theorem proving,randomization,protocols,information systems,turing machines,computational complexity,logic,boolean functions,error probability,lower bound | Boolean function,Complexity class,Discrete mathematics,Circuit complexity,Interactive proof system,Nondeterministic algorithm,Computer science,Decision tree model,Turing machine,Computational complexity theory | Journal |
Volume | Issue | ISSN |
59 | 2 | Journal of Computer and System Sciences |
ISBN | Citations | PageRank |
0-8186-8395-3 | 2 | 0.36 |
References | Authors | |
8 | 4 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Ran Raz | 1 | 2772 | 180.87 |
| Gábor Tardos | 2 | 1261 | 140.58 |
| Oleg Verbitsky | 3 | 191 | 27.50 |
| Nikolai K. Vereshchagin | 4 | 142 | 15.89 |