Differential Evolution With Adaptive Guiding Mechanism Based on Heuristic Rules.
Yiqiao CaiChi ShaoYing ZhouShunkai FuHuizhen ZhangHui TianPublished in: IEEE Access (2019)
Keyphrases
- differential evolution
- heuristic rules
- evolutionary algorithm
- differential evolution algorithm
- particle swarm optimization
- optimization algorithm
- convergence speed
- test functions
- mutation operator
- constrained optimization problems
- hybrid algorithm
- particle swarm optimization pso
- optimization method
- multi objective optimization
- genetic algorithm
- numerical optimization problems
- direct search
- evolution strategy
- global optimization problems
- particle swarm
- solving global optimization problems
- multi objective
- premature convergence
- crossover operator
- real coded
- harmony search
- crossover rate
- information extraction
- biogeography based optimization
- numerical optimization
- global optimization
- artificial bee colony
- evolutionary programming
- parameter optimization
- wordnet
- simulated annealing
- function optimization problems
- evolutionary strategy