BibTeX
@Article{AKKRV15dtdliso,
author = {V. Arvind and Johannes Köbler and Sebastian Kuhnert and
Gaurav Rattan and Yadu Vasudev},
title = {On the isomorphism problem for decision trees and
decision lists},
journal = {Theoretical Computer Science},
year = 2015,
volume = 590,
month = 7,
pages = {38-54},
issn = {0304-3975},
doi = {10.1016/j.tcs.2015.01.025},
}On the isomorphism problem for
decision trees and decision lists.
With V. Arvind,
Johannes
Köbler, Gaurav
Rattan, Yadu
Vasudev.
Theoretical Computer Science 590:38–54 (2015).
Abstract. We study the complexity of isomorphism testing for Boolean functions that are represented by decision trees or decision lists. Our results include a 2√s poly(lg s) time algorithm for isomorphism testing of decision trees of size s. Additionally, we show:
- Isomorphism testing of rank-1 decision trees is complete for logspace.
- For r≥2, isomorphism testing for rank-r decision trees is polynomial-time equivalent to Graph Isomorphism. As a consequence we obtain a 2√s poly(lg s) time algorithm for isomorphism testing of decision trees of size s.
- The isomorphism problem for decision lists admits a Schaefer-type dichotomy: depending on the class of base functions, the isomorphism problem is either in polynomial time, or equivalent to Graph Isomorphism, or coNP-hard.
BibTeX
@InProceedings{AKKRV13dtdliso,
author = {V. Arvind and Johannes Köbler and Sebastian Kuhnert and
Gaurav Rattan and Yadu Vasudev},
title = {On the isomorphism problem for decision trees and
decision lists},
booktitle = {Proc. 19th FCT},
pages = {16-27},
year = 2013,
editor = {Leszek Gąsieniec and Frank Wolter},
series = {LNCS},
number = 8070,
publisher = {Springer},
address = {Berlin},
isbn = {978-3-642-40163-3},
doi = {10.1007/978-3-642-40164-0_5},
}Conference version:
On the isomorphism problem for decision trees and decision
lists
With V. Arvind,
Johannes
Köbler, Gaurav
Rattan, Yadu
Vasudev.
Fundamentals of Computation Theory (Proceedings of
19th FCT). Springer,
2013. Pp. 16-27.