Differential evolution reveals the effect of polar and nonpolar solvents on carotenoids: A case study of astaxanthin optical response modeling.
Denis D. ChesalinEugene A. KulikovIgor YaroshevichEugene MaksimovAlla A. SelishchevaRoman PishchalnikovPublished in: Swarm Evol. Comput. (2022)
Keyphrases
- differential evolution
- evolutionary algorithm
- optimization algorithm
- differential evolution algorithm
- convergence speed
- particle swarm optimization
- test functions
- optimization method
- evolution strategy
- constrained optimization problems
- premature convergence
- hybrid algorithm
- multi objective optimization
- particle swarm optimization pso
- mutation operator
- parameter optimization
- numerical optimization problems
- evolutionary programming
- genetic algorithm
- direct search
- global optimization problems
- multi objective
- particle swarm
- crossover operator
- real coded
- solving global optimization problems
- initial population
- artificial bee colony
- harmony search
- adaptive differential evolution
- evolutionary strategy
- numerical optimization
- particle swarm optimization algorithm
- pso algorithm
- evolutionary computation
- genetic programming
- neural network