Using Competitive Population Evaluation in a differential evolution algorithm for dynamic environments.
Mathys C. du PlessisAndries P. EngelbrechtPublished in: Eur. J. Oper. Res. (2012)
Keyphrases
- dynamic environments
- differential evolution algorithm
- initial population
- differential evolution
- evolutionary algorithm
- control parameters
- autonomous agents
- mobile robot
- path planning
- global numerical optimization
- changing environment
- mutation operator
- scale factor
- agent systems
- particle swarm optimization
- optimal solution
- real environment
- population size
- potential field
- reinforcement learning agents
- real time