Many-hard-objective optimization using differential evolution based on two-stage constraint-handling.
Kiyoharu TagawaAkihiro ImamuraPublished in: GECCO (2013)
Keyphrases
- constraint handling
- differential evolution
- evolution strategy
- constrained optimization problems
- optimization algorithm
- optimization method
- evolutionary algorithm
- particle swarm optimization
- evolutionary strategy
- parameter optimization
- constrained optimization
- convergence speed
- multi objective evolutionary algorithms
- differential evolution algorithm
- optimization problems
- global optimization problems
- test functions
- harmony search
- genetic algorithm
- multi objective optimization
- real coded
- particle swarm optimization pso
- multiple objectives
- mutation operator
- direct search
- particle swarm
- premature convergence
- evolutionary programming
- evolutionary optimization
- optimal design
- multi objective
- multi objective genetic algorithm
- penalty function
- solving global optimization problems
- optimization methods
- numerical optimization
- global optimization
- hybrid algorithm
- crossover operator
- global convergence
- numerical optimization problems
- nsga ii
- swarm intelligence
- global search
- global optimum
- function optimization
- artificial immune system