Controlled Refresh of the Population in Differential Evolution for Real-World Problems.
Petr BujokMartin LackoPatrik KolenovskyPublished in: ICAISC (1) (2023)
Keyphrases
- differential evolution
- mutation operator
- global optimization problems
- evolutionary algorithm
- optimization algorithm
- initial population
- convergence speed
- numerical optimization problems
- differential evolution algorithm
- particle swarm optimization pso
- particle swarm optimization
- test functions
- optimization method
- genetic algorithm
- constrained optimization problems
- opposition based learning
- multi objective optimization
- function optimization problems
- evolution process
- evolutionary programming
- premature convergence
- evolutionary strategy
- harmony search
- multi objective problems
- multi objective evolutionary algorithms
- biogeography based optimization
- evolution strategy
- pso algorithm
- solving global optimization problems