Crossover-first differential evolution for improved global optimization in non-uniform search landscapes.
Jason TeoMohd. Hanafi Ahmad HijaziHui Keng LauSalmah FattahAslina BaharumPublished in: Prog. Artif. Intell. (2015)
Keyphrases
- differential evolution
- global optimization
- particle swarm optimization
- global search
- convergence speed
- solving global optimization problems
- evolutionary algorithm
- search capabilities
- pso algorithm
- mutation strategy
- mutation operator
- evolutionary programming
- binary particle swarm optimization
- optimization algorithm
- test functions
- differential evolution algorithm
- optimization method
- particle swarm optimization pso
- particle swarm optimization algorithm
- premature convergence
- hybrid algorithm
- multi objective
- genetic algorithm
- ant colony algorithm
- crossover operator
- real coded
- function optimization problems
- global optimization problems
- evolution strategy
- multi objective optimization
- particle swarm
- parameter optimization
- search space
- evolution process
- biogeography based optimization
- numerical optimization problems
- initial population
- swarm intelligence
- evolutionary strategy
- metaheuristic
- constrained global optimization
- search algorithm
- particle swarm optimisation
- particle swarm optimizer
- evolutionary computation
- step size
- search efficiency
- exhaustive search