An improved elephant herding optimization using sine-cosine mechanism and opposition based learning for global optimization problems.
Muthusamy HariharanSindhu RavindranSazali YaacobKemal PolatPublished in: Expert Syst. Appl. (2021)
Keyphrases
- global optimization problems
- differential evolution
- opposition based learning
- optimization algorithm
- particle swarm optimization
- evolution strategy
- pso algorithm
- optimization method
- test functions
- evolutionary algorithm
- differential evolution algorithm
- mixed integer
- multi objective genetic algorithm
- biogeography based optimization
- convergence speed
- mutation operator
- initial population
- hybrid algorithm
- optimization problems
- premature convergence
- global search
- global optimization
- genetic algorithm
- particle swarm optimization pso
- function optimization
- particle swarm optimization algorithm
- optimization methods
- cost function
- optimization procedure
- crossover operator
- multi criteria
- mathematical model
- multi objective
- feature space