Evaluation of Parallel Differential Evolution Implementations on MapReduce and Spark.
Diego TeijeiroXoán C. PardoDavid R. PenasPatricia GonzálezJulio R. BangaRamón DoalloPublished in: Euro-Par Workshops (2016)
Keyphrases
- differential evolution
- evolutionary algorithm
- convergence speed
- optimization algorithm
- differential evolution algorithm
- test functions
- particle swarm optimization
- mutation operator
- premature convergence
- optimization method
- constrained optimization problems
- parallel processing
- particle swarm optimization pso
- hybrid algorithm
- parameter optimization
- numerical optimization problems
- genetic algorithm
- evolution strategy
- multi objective optimization
- parallel computing
- particle swarm
- real coded
- initial population
- parallel programming
- evolutionary programming
- evolutionary strategy
- direct search
- function optimization problems
- adaptive differential evolution
- metaheuristic
- pso algorithm
- multi objective
- harmony search
- crossover operator
- global optimization problems
- neural network
- solving global optimization problems