Gaggle: Genetic Algorithms on the GPU using PyTorch.
Lucas FenauxThomas HumphriesFlorian KerschbaumPublished in: GECCO Companion (2023)
Keyphrases
- genetic algorithm
- real time
- neural network
- artificial neural networks
- multi objective
- genetic programming
- fitness function
- parallel computing
- optimization method
- evolutionary computation
- evolutionary algorithm
- data sets
- fuzzy logic
- graphics processors
- genetic search
- differential evolution
- parallel implementation
- graphics hardware
- parallel genetic algorithms
- graphics processing units
- evolution strategy
- multi objective optimization
- memetic algorithm
- tabu search
- learning classifier systems
- database
- genetic operators
- artificial immune system
- hybrid algorithm
- function optimization
- metaheuristic
- gpu implementation
- particle swarm optimization
- gpu accelerated
- hybrid ga
- machine learning
- modular neural networks
- stochastic search algorithms