Differential evolution with rankings-based fitness function for constrained optimization problems.
Jing LiangXuanxuan BanKunjie YuBoyang QuKangjia QiaoPublished in: Appl. Soft Comput. (2021)
Keyphrases
- constrained optimization problems
- differential evolution
- fitness function
- evolutionary algorithm
- genetic algorithm
- constraint handling
- evolutionary computation
- differential evolution algorithm
- genetic algorithm ga
- genetic programming
- multi objective
- convergence speed
- optimization method
- test functions
- multi objective optimization
- mutation operator
- optimization problems
- genetic operators
- premature convergence
- crossover operator
- evolution strategy
- particle swarm optimization pso
- optimization algorithm
- simulated annealing
- penalty function
- particle swarm
- evolutionary process
- initial population
- parameter optimization
- hybrid algorithm
- evolutionary search
- crossover and mutation
- particle swarm optimisation
- multiple objectives
- search space
- real coded
- neural network
- nsga ii
- candidate solutions
- combinatorial optimization
- binary particle swarm optimization