Particle Swarm Based Hyper-Parameter Optimization for Machine Learned Interatomic Potentials.
Suresh Kondati NatarajanMiguel A. CaroPublished in: CoRR (2021)
Keyphrases
- parameter optimization
- particle swarm
- differential evolution
- genetic algorithm
- particle swarm optimization
- optimization method
- evolutionary algorithm
- fitness function
- genetic algorithm ga
- optimization algorithm
- convergence speed
- differential evolution algorithm
- particle swarm optimization algorithm
- multi objective
- particle swarm optimization pso
- pid controller
- hybrid algorithm
- mutation operator
- higher order
- pso algorithm
- genetic programming
- predator prey
- swarm intelligence
- optimization methods
- parameter settings
- evolutionary computation
- simulated annealing
- search algorithm
- crossover operator
- parameter estimation
- search space