Adaptive strategy in differential evolution via explicit exploitation and exploration controls.
Sheng Xin ZhangWing Shing ChanKit-Sang TangShao Yong ZhengPublished in: Appl. Soft Comput. (2021)
Keyphrases
- differential evolution
- evolutionary algorithm
- differential evolution algorithm
- convergence speed
- evolutionary strategy
- crossover rate
- evolution process
- optimization algorithm
- particle swarm optimization
- test functions
- search capabilities
- mutation operator
- premature convergence
- genetic algorithm
- particle swarm optimization pso
- hybrid algorithm
- constrained optimization problems
- evolution strategy
- optimization method
- particle swarm
- direct search
- numerical optimization problems
- crossover operator
- real coded
- harmony search
- solving global optimization problems
- global optimization problems
- multi objective optimization
- artificial bee colony
- biogeography based optimization
- evolutionary programming
- numerical optimization
- evolutionary computation
- parameter optimization
- global optimization
- function optimization problems
- optimization problems
- initial population
- multi objective
- pso algorithm