Differential evolution based on reinforcement learning with fitness ranking for solving multimodal multiobjective problems.
Zhihui LiLi ShiCaitong YueZhigang ShangBoyang QuPublished in: Swarm Evol. Comput. (2019)
Keyphrases
- differential evolution
- evolutionary algorithm
- multi objective
- global optimization problems
- multiobjective optimization problems
- numerical optimization problems
- optimization algorithm
- optimization problems
- genetic algorithm
- multi objective problems
- particle swarm optimization
- multi objective optimization problems
- nsga ii
- differential evolution algorithm
- multi objective optimization
- reinforcement learning
- constrained optimization problems
- fitness function
- convergence speed
- direct search
- test functions
- artificial bee colony
- evolutionary computation
- mutation operator
- optimization method
- parameter optimization
- function optimization problems
- evolution process
- particle swarm optimization pso
- crossover operator
- multiple objectives
- combinatorial optimization
- simulated annealing
- genetic programming
- premature convergence
- test problems
- evolutionary strategy
- benchmark problems
- population diversity
- harmony search
- neural network
- real coded
- pareto optimal solutions
- evolutionary process
- hybrid algorithm
- tabu search