Implementing Parallel Differential Evolution on Spark.
Diego TeijeiroXoán C. PardoPatricia GonzálezJulio R. BangaRamón DoalloPublished in: EvoApplications (2) (2016)
Keyphrases
- differential evolution
- evolutionary algorithm
- differential evolution algorithm
- optimization algorithm
- test functions
- particle swarm optimization
- constrained optimization problems
- convergence speed
- optimization method
- particle swarm optimization pso
- genetic algorithm
- mutation operator
- hybrid algorithm
- numerical optimization problems
- premature convergence
- crossover operator
- adaptive differential evolution
- global optimization problems
- multi objective optimization
- artificial bee colony
- initial population
- solving global optimization problems
- evolution strategy
- multi objective
- function optimization problems
- parameter optimization
- numerical optimization
- biogeography based optimization
- direct search
- multi objective optimization problems
- simulated annealing
- evolutionary programming
- control parameters