A Hybrid Mechanism of Particle Swarm Optimization and Differential Evolution Algorithms based on Spark.
Debin FanJaewan LeePublished in: KSII Trans. Internet Inf. Syst. (2019)
Keyphrases
- differential evolution
- particle swarm optimization
- test functions
- hybrid algorithm
- evolutionary algorithm
- convergence speed
- evolution strategy
- opposition based learning
- pso algorithm
- differential evolution algorithm
- optimization algorithm
- multi objective problems
- particle swarm optimization pso
- artificial bee colony
- global optimization problems
- optimization method
- evolutionary programming
- constrained optimization problems
- parameter optimization
- multi objective optimization
- global optimization
- evolutionary strategy
- genetic algorithm
- particle swarm optimization algorithm
- particle swarm
- adaptive differential evolution
- learning algorithm
- premature convergence
- multi objective
- numerical optimization
- optimization problems
- solving global optimization problems
- crossover operator
- direct search
- multi objective optimization problems
- combinatorial optimization
- ant colony optimization
- numerical optimization problems