A fitness-based adaptation scheme for control parameters in differential evolution.
Arnob GhoshAritra ChowdhuryRitwik GiriSwagatam DasSanjoy DasPublished in: GECCO (Companion) (2010)
Keyphrases
- differential evolution algorithm
- control parameters
- differential evolution
- evolutionary algorithm
- optimization algorithm
- genetic algorithm
- convergence speed
- artificial bee colony
- multi objective
- scale factor
- optimization method
- mutation strategy
- particle swarm optimization
- fitness function
- initial population
- particle swarm optimization pso
- pid controller
- mutation operator
- crossover operator
- learning rate
- optimization problems
- harmony search
- hybrid algorithm
- parameter optimization
- population size
- simulated annealing
- selection operator
- nsga ii
- state variables
- real time
- premature convergence
- control system
- fuzzy logic
- mathematical model
- genetic programming