A Differential Evolution Algorithm with Q-Learning for Solving Engineering Design Problems.
Damla KizilayMehmet Fatih TasgetirenHande ÖztopLevent KandillerPonnuthurai N. SuganthanPublished in: CEC (2020)
Keyphrases
- differential evolution algorithm
- engineering design problems
- differential evolution
- evolutionary algorithm
- particle swarm optimization pso
- multi objective
- global numerical optimization
- engineering problems
- control parameters
- scale factor
- pso algorithm
- particle swarm optimization
- optimization algorithm
- reinforcement learning
- learning algorithm
- constrained optimization
- state space
- particle swarm
- convergence speed
- multi objective optimization
- learning rate
- cost function
- artificial intelligence
- fitness function
- machine learning
- neural network