An improved hybrid of particle swarm optimization and the gravitational search algorithm to produce a kinetic parameter estimation of aspartate biochemical pathways.
Ahmad Muhaimin IsmailMohd Saberi MohamadHairudin Abdul MajidKhairul Hamimah AbasSafaai DerisNazar ZakiSiti Zaiton Mohd HashimZuwairie IbrahimMuhammad Akmal bin RemliPublished in: Biosyst. (2017)
Keyphrases
- parameter estimation
- gravitational search algorithm
- particle swarm optimization
- swarm intelligence
- multi objective
- maximum likelihood
- pso algorithm
- signal transduction pathways
- experimental data
- stability analysis
- model selection
- markov random field
- particle swarm optimization pso
- ant colony optimization
- least squares
- parameter identification
- em algorithm
- differential evolution
- parameter estimation algorithm
- optimization algorithm
- random fields
- multi objective optimization problems
- test functions
- particle swarm optimization algorithm
- genetic algorithm
- expectation maximization
- global optimization
- optimization methods
- evolutionary algorithm
- multi objective optimization
- convergence rate
- computational intelligence
- convergence speed
- parameter estimates