A novel similarity-based mutant vector generation strategy for differential evolution.
Eduardo SegredoEduardo Lalla-RuizEmma HartPublished in: GECCO (2018)
Keyphrases
- differential evolution
- evolutionary algorithm
- optimization algorithm
- evolutionary strategy
- particle swarm optimization
- convergence speed
- differential evolution algorithm
- test functions
- optimization method
- mutation operator
- particle swarm optimization pso
- constrained optimization problems
- genetic algorithm
- hybrid algorithm
- adaptive differential evolution
- premature convergence
- evolution strategy
- function optimization problems
- direct search
- multi objective optimization problems
- multi objective optimization
- initial population
- numerical optimization problems
- crossover operator
- global optimization problems
- solving global optimization problems
- biogeography based optimization
- evolutionary programming
- particle swarm
- multi objective
- parameter optimization
- real coded
- crossover rate