DocumentCode :
3614402
Title :
Complexity of decision trees for Boolean functions
Author :
R. Freivalds;M. Miyakawa;I.G. Rosenberg
Author_Institution :
Univ. of Latvia, Riga, Latvia
fYear :
2003
fDate :
6/25/1905 12:00:00 AM
Firstpage :
253
Lastpage :
255
Abstract :
For every positive integer k we present an example of a Boolean function f/sub k/ of n = (/sub k//sup 2k/) + 2k variables, an optimal deterministic tree T/sub k/´ for f/sub k/ of complexity 2k + 1 as well as a nondeterministic decision tree T/sub k/ computing f/sub k/. with complexity k + 2; thus of complexity about 1/2 of the optimal deterministic decision tree. Certain leaves of T/sub k/ are called priority leaves. For every input a /spl isin/ {0, 1}/sup n/ if any of the parallel computation reaches a priority leaves then its label is f/sub k/ (a). If the priority leaves are not reached at all then the label on any of the remaining leaves reached by the computation is f/sub k/. (a).
Keywords :
"Decision trees","Boolean functions","Concurrent computing","Educational institutions"
Publisher :
ieee
Conference_Titel :
Multiple-Valued Logic, 2003. Proceedings. 33rd International Symposium on
ISSN :
0195-623X
Print_ISBN :
0-7695-1918-0
Type :
conf
DOI :
10.1109/ISMVL.2003.1201414
Filename :
1201414
Link To Document :
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