Visualizing Parameter Adaptation in Differential Evolution with Expected Fitness Improvement.
Vladimir StanovovShakhnaz AkhmedovaEugene SemenkinPublished in: SSCI (2020)
Keyphrases
- differential evolution
- evolutionary algorithm
- genetic algorithm
- evolution process
- convergence speed
- differential evolution algorithm
- multi objective
- optimization algorithm
- test functions
- particle swarm optimization
- fitness function
- mutation operator
- evolution strategy
- optimization method
- premature convergence
- constrained optimization problems
- crossover and mutation
- evolutionary computation
- multi objective optimization
- hybrid algorithm
- population diversity
- optimization problems
- particle swarm optimization pso
- evolutionary strategy
- parameter optimization
- direct search
- particle swarm
- global optimization problems
- function optimization problems
- evolutionary programming
- numerical optimization problems
- genetic operators
- genetic programming
- simulated annealing
- population size
- artificial bee colony
- real coded
- biogeography based optimization
- function optimization
- initial population
- nsga ii
- parameter values
- inertia weight
- parameter settings
- fitness landscape
- metaheuristic