Population topologies for particle swarm optimization and differential evolution.
Nandar LynnMostafa Z. AliPonnuthurai Nagaratnam SuganthanPublished in: Swarm Evol. Comput. (2018)
Keyphrases
- differential evolution
- particle swarm optimization
- mutation operator
- opposition based learning
- initial population
- population diversity
- convergence speed
- evolution process
- pso algorithm
- evolutionary strategy
- differential evolution algorithm
- particle swarm optimization pso
- test functions
- multi objective
- premature convergence
- hybrid algorithm
- evolutionary algorithm
- global optimization
- optimization method
- numerical optimization problems
- particle swarm
- evolutionary programming
- particle swarm optimization algorithm
- evolution strategy
- constrained optimization problems
- swarm intelligence
- particle swarm optimizer
- ant colony optimization
- crossover and mutation
- optimization algorithm
- function optimization
- metaheuristic
- multi objective evolutionary algorithms
- multi objective optimization
- parameter optimization
- genetic algorithm
- genetic operators
- global search
- direct search
- solving global optimization problems
- function optimization problems
- biogeography based optimization
- multi objective optimization problems
- crossover operator
- multi objective problems
- fitness landscape
- real coded
- optimization problems
- artificial bee colony
- evolutionary process