Improving estimation of distribution genetic programming with novelty initialization.
Christian OlmscheidDavid WittenbergDominik SobaniaFranz RothlaufPublished in: GECCO Companion (2021)
Keyphrases
- genetic programming
- fitness function
- evolutionary computation
- evolutionary algorithm
- symbolic regression
- gene expression programming
- regression problems
- genetic algorithm
- novelty detection
- spatial distribution
- grammar guided genetic programming
- kernel density
- accurate estimation
- estimation algorithm
- gaussian distribution
- real time
- probability density
- estimation error
- power law
- genetic algorithm ga
- random variables
- probability distribution
- density distribution
- financial forecasting
- evolutionary approaches
- initial guess
- decision trees
- neural network