Evolving Boolean Functions with Conjunctions and Disjunctions via Genetic Programming.
Benjamin DoerrAndrei LissovoiPietro S. OlivetoPublished in: CoRR (2019)
Keyphrases
- boolean functions
- genetic programming
- disjunctive normal form
- uniform distribution
- threshold functions
- evolutionary algorithm
- prime implicants
- linear threshold
- read once formulas
- membership queries
- multi valued
- relevant variables
- functional properties
- dnf formulae
- binary decision diagrams
- regression problems
- classification rules
- learning algorithm
- genetic algorithm
- learning dnf
- machine learning