Synthesis of Boolean Functions Using Information Theory.
Arturo Hernández AguirreEdgar C. González EquihuaCarlos A. Coello CoelloPublished in: ICES (2003)
Keyphrases
- information theory
- boolean functions
- functional decomposition
- information theoretic
- uniform distribution
- jensen shannon divergence
- statistical learning
- statistical mechanics
- threshold functions
- prime implicants
- conditional entropy
- functional properties
- relevant variables
- mdl principle
- multi valued
- dnf formulae
- linear threshold
- shannon entropy
- information geometry
- learning algorithm
- polynomial size
- disjunctive normal form
- binary decision diagrams
- kullback leibler divergence