Optimisation of control parameters for genetic algorithms to test computer networks under realistic traffic loads.
Jose-Ángel Fernández-PrietoJoaquín Cañada BagoManuel A. Gadeo MartosJuan R. VelascoPublished in: Appl. Soft Comput. (2012)
Keyphrases
- computer networks
- control parameters
- genetic algorithm
- network traffic
- differential evolution algorithm
- network management
- intrusion detection system
- optimization algorithm
- computer systems
- pid controller
- fuzzy logic
- multi objective
- neural network
- computer network security
- evolutionary computation
- scaling factors
- particle swarm optimization
- intrusion detection
- evolutionary algorithm
- artificial neural networks
- differential evolution
- learning rate
- metaheuristic
- state variables
- fitness function
- anomaly detection
- genetic programming
- training set
- data mining