Examining forms of inductive bias towards 'simplicity' in genetic algorithms to enhance evolvability of boolean functions.
Hetvi JethwaniSumeet AgarwalPublished in: GECCO Companion (2021)
Keyphrases
- boolean functions
- inductive bias
- genetic algorithm
- uniform distribution
- pac learning
- inductive learning
- machine learning
- membership queries
- supervised learning
- training examples
- prior knowledge
- functional properties
- evolutionary algorithm
- multitask learning
- sample selection
- knowledge acquisition
- multi class
- domain theory
- training set
- expert systems
- dnf formulae