A similarity-based neighbourhood search for enhancing the balance exploration-exploitation of differential evolution.
Eduardo SegredoEduardo Lalla-RuizEmma HartStefan VoßPublished in: Comput. Oper. Res. (2020)
Keyphrases
- differential evolution
- neighbourhood search
- exploration exploitation
- active learning
- evolutionary algorithm
- bandit problems
- convergence speed
- reinforcement learning
- differential evolution algorithm
- test functions
- particle swarm optimization
- optimization algorithm
- optimization method
- mutation operator
- numerical optimization problems
- genetic algorithm
- particle swarm optimization pso
- evolution strategy
- multi objective optimization
- relevance feedback
- direct search
- machine learning
- parameter optimization
- multi objective
- artificial bee colony
- function optimization problems
- decision problems
- global optimization problems
- support vector machine
- solving global optimization problems