A fitness landscape ruggedness multiobjective differential evolution algorithm with a reinforcement learning strategy.
Ying HuangWei LiFurong TianXiang MengPublished in: Appl. Soft Comput. (2020)
Keyphrases
- learning strategies
- differential evolution algorithm
- fitness landscape
- evolutionary algorithm
- multi objective
- differential evolution
- evolutionary computation
- multi objective optimization
- optimization algorithm
- reinforcement learning
- optimization problems
- particle swarm optimization
- fitness function
- online learning
- evolutionary search
- active learning
- initial population
- genetic algorithm
- simulated annealing
- genetic operators
- particle swarm
- genetic programming
- nsga ii
- evolution strategy
- mutation rate
- optimization method
- crossover operator
- crossover and mutation
- mutation operator
- population dynamics
- particle swarm optimization pso
- evolutionary process
- hybrid algorithm
- pso algorithm
- state space
- artificial intelligence