Dynamic particle swarm optimization of biomolecular simulation parameters with flexible objective functions.
Marie WeielMarkus GötzAndré KleinDaniel CoquelinRalf FlocaAlexander SchugPublished in: Nat. Mach. Intell. (2021)
Keyphrases
- particle swarm optimization
- objective function
- dynamic characteristics
- multi objective
- input parameters
- neural network
- maximum likelihood
- particle swarm optimization algorithm
- pso algorithm
- swarm intelligence
- genetic algorithm
- inertia weight
- particle swarm
- cost function
- global optimization
- sensitivity analysis
- parameter space
- lightweight
- parameter settings
- convergence speed
- dynamic environments
- expectation maximization
- least squares
- simulation environment
- search algorithm