Design of an Evolutionary Approach for Intrusion Detection

Table 4

Simulation parameters tuned by AMGA2 for KDD cup 1999 dataset.

Parameter	Value
Maximum allowed size of archive	Number of desired solutions input by the user
Size of initial population	Number of desired solutions input by the user
Size of working population	20
Maximum number of function evaluations	Number of function evaluations input by the user
Probability of crossover	0.1
Probability of mutation	0.01
Index for crossover	0.5
Index for mutation	15