Adaptive strategy in differential evolution via explicit exploitation and exploration controls.
Sheng Xin ZhangWing Shing ChanKit-Sang TangShao Yong ZhengPublished in: CoRR (2020)
Keyphrases
- differential evolution
- evolutionary algorithm
- evolutionary strategy
- differential evolution algorithm
- optimization algorithm
- convergence speed
- crossover rate
- particle swarm optimization
- evolution process
- test functions
- mutation operator
- optimization method
- genetic algorithm
- constrained optimization problems
- particle swarm optimization pso
- premature convergence
- numerical optimization problems
- multi objective optimization
- search capabilities
- parameter optimization
- global optimization problems
- function optimization problems
- evolutionary programming
- evolution strategy
- crossover operator
- fitness function
- multi objective optimization problems
- harmony search
- artificial bee colony
- particle swarm
- evolutionary computation
- adaptive differential evolution
- solving global optimization problems
- direct search
- biogeography based optimization
- parameter estimation