Understanding differential evolution: A Poisson law derived from population interaction network.
Shangce GaoYirui WangJiahai WangJiujun ChengPublished in: J. Comput. Sci. (2017)
Keyphrases
- function optimization
- differential evolution
- mutation operator
- evolutionary algorithm
- function optimization problems
- premature convergence
- crossover operator
- optimization algorithm
- differential evolution algorithm
- genetic algorithm
- convergence speed
- particle swarm optimization
- test functions
- evolutionary programming
- particle swarm optimization pso
- optimization method
- population diversity
- evolution process
- constrained optimization problems
- initial population
- evolution strategy
- evolutionary computation
- global optimization problems
- multi objective optimization
- opposition based learning
- evolutionary strategy
- direct search
- optimization problems
- hybrid algorithm
- numerical optimization problems
- solving global optimization problems