Genetic Drift Regularization: on preventing Actor Injection from breaking Evolution Strategies.
Paul TemplierEmmanuel RachelsonAntoine CullyDennis G. WilsonPublished in: CoRR (2024)
Keyphrases
- evolution strategy
- genetic algorithm
- evolutionary algorithm
- evolutionary programming
- cma es
- differential evolution
- particle swarm optimization algorithm
- numerical optimization
- global search
- error accumulation
- continuous domains
- regularization parameter
- concept drift
- optimization methods
- human genome
- prior information
- fitness function
- simulated annealing
- mutation operator
- optimal solution