Abstract
Since the 1990s, the probability distribution on Boolean functions, induced by some random formulas built upon the connectives And and Or, has been intensively studied. These formulas rely on plane binary trees. We extend all the results, in particular the relation between the probability and the complexity of a function, to more general formula structures: non-binary or non-plane trees. These formulas satisfy the natural properties of associativity and commutativity.
Original language | English |
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Pages (from-to) | 70-101 |
Number of pages | 32 |
Journal | Theoretical Computer Science |
Volume | 570 |
Issue number | C |
Early online date | 7 Jan 2015 |
DOIs | |
Publication status | Published - 9 Mar 2015 |
Keywords
- Analytic combinatorics
- Asymptotic ratio
- Boolean functions
- Probability distribution
- Random boolean formulas
- Random trees
ASJC Scopus subject areas
- Theoretical Computer Science
- General Computer Science