On the non-convergence of differential evolution: some generalized adversarial conditions and a remedy.
Debolina PaulSaptarshi ChakrabortySwagatam DasIvan ZelinkaPublished in: GECCO (Companion) (2019)
Keyphrases
- differential evolution
- convergence speed
- evolutionary algorithm
- optimization algorithm
- differential evolution algorithm
- particle swarm optimization
- test functions
- mutation operator
- genetic algorithm
- optimization method
- particle swarm optimization pso
- constrained optimization problems
- premature convergence
- step size
- particle swarm optimization algorithm
- evolution process
- global convergence
- evolutionary programming
- evolution strategy
- multi objective evolutionary algorithms
- numerical optimization problems
- population diversity
- direct search
- global search
- multi objective optimization
- function optimization problems
- parameter optimization
- adaptive differential evolution
- artificial bee colony
- crossover operator
- multi agent
- global optimization problems
- real coded
- hybrid algorithm
- initial population
- convergence rate
- metaheuristic
- multi objective
- solving global optimization problems