Biased parameter adaptation in differential evolution.
Vladimir StanovovShakhnaz AkhmedovaEugene SemenkinPublished in: Inf. Sci. (2021)
Keyphrases
- differential evolution
- evolutionary algorithm
- optimization algorithm
- convergence speed
- differential evolution algorithm
- test functions
- optimization method
- particle swarm optimization
- particle swarm optimization pso
- mutation operator
- evolution strategy
- multi objective optimization
- genetic algorithm
- constrained optimization problems
- numerical optimization problems
- artificial bee colony
- parameter optimization
- global optimization problems
- direct search
- solving global optimization problems
- premature convergence
- evolutionary programming
- crossover operator
- real coded
- parameter settings
- biogeography based optimization
- hybrid algorithm
- adaptive differential evolution
- parameter values
- function optimization problems
- particle swarm
- harmony search
- initial population
- control parameters
- scale factor
- genetic programming