Fuzzy Control of Exploration and Exploitation Trade-Off with On-Line Convergence Rate Estimation in Evolutionary Algorithms.
Adam SlowikPublished in: ICAISC (1) (2020)
Keyphrases
- convergence rate
- fuzzy control
- evolutionary algorithm
- trade off
- fuzzy controller
- mutation operator
- convergence speed
- learning rate
- nonlinear systems
- evolutionary computation
- step size
- control system
- multi objective
- pid control
- differential evolution
- fuzzy systems
- multiple valued logic
- fuzzy rules
- dissolved oxygen
- fuzzy logic
- multi objective optimization
- control method
- genetic programming
- premature convergence
- search capabilities
- simulated annealing
- fitness function
- numerical stability
- evolution strategy
- genetic algorithm
- pid controller
- gradient method
- faster convergence rate
- artificial intelligence
- machine learning
- expert systems
- particle swarm optimization algorithm
- particle swarm optimization
- data mining