Dynamic Optimization with Particle Swarms (DOPS): a meta-heuristic for parameter estimation in biochemical models.
Adithya SagarRachel LeCoverChristine Ann ShoemakerJeffrey D. VarnerPublished in: BMC Syst. Biol. (2018)
Keyphrases
- parameter estimation
- metaheuristic
- dynamic optimization
- model selection
- maximum likelihood
- nature inspired
- random fields
- least squares
- markov random field
- em algorithm
- experimental data
- parameter estimates
- expectation maximization
- parameter estimation algorithm
- swarm intelligence
- tabu search
- optimization problems
- simulated annealing
- probabilistic model
- ant colony optimization
- optimization method
- combinatorial optimization
- search space
- non stationary
- higher order
- pso algorithm
- evolutionary algorithm
- scatter search
- clustering algorithm
- image processing
- genetic algorithm