GPU-Powered Multi-Swarm Parameter Estimation of Biological Systems: A Master-Slave Approach.
Andrea TangherloniLeonardo RundoSimone SpolaorPaolo CazzanigaMarco S. NobilePublished in: PDP (2018)
Keyphrases
- biological systems
- parameter estimation
- master slave
- multi swarm
- dynamic optimization problems
- multi objective
- particle swarm optimization
- particle swarm optimizer
- biologically inspired
- particle swarm optimisation
- complex systems
- particle swarm optimization pso
- maximum likelihood
- least squares
- markov random field
- model selection
- parameter estimation algorithm
- em algorithm
- complex biological systems
- parameter values
- computational models
- statistical models
- approximate inference
- structure learning
- parameter estimates
- optimization algorithm
- expectation maximization
- evolutionary algorithm
- swarm intelligence
- particle swarm optimization algorithm
- graphical models
- simulated annealing
- image segmentation
- genetic algorithm
- biologically inspired design
- machine learning