Research Article

Selecting the Best Routing Traffic for Packets in LAN via Machine Learning to Achieve the Best Strategy

Table 1

The resulting NN system within different criteria.

TopologyPathNode seq.Weight seq.Time delay (%)

111, 4, 51, 3, 2, 4, 52.6
21, 2, 52, 1, 3, 4, 52.7
31, 3, 52, 1, 4, 3, 13.2
41, 4, 32, 3, 1, 4, 23.5
51, 4, 23, 2, 3, 43.6
61, 3, 23, 1, 4, 53.5
71, 2, 4, 52, 4, 3, 5, 13.1
81, 2, 4, 3, 52, 3, 1, 4, 32.4
91, 4, 3, 52, 4, 3, 2, 32.9
2102, 1, 31, 3, 2, 3, 13.1
112, 4, 34, 2, 3, 1, 13.4
122, 5, 31, 2, 1, 42.4
132, 1, 4, 32, 1, 4, 3, 52.8
142, 5, 4, 11, 3, 2, 5, 33.1
152, 5, 3, 42, 4, 1, 3, 22.8
152, 1, 4, 3, 52, 1, 4, 3, 12.4
172, 5, 3, 12, 3, 1, 4, 52.4
182, 5, 4, 3, 12, 1, 4, 5, 22.4
192, 4, 1, 3, 52, 3, 4, 5, 12.5
202, 1, 4, 3, 54, 1, 5, 3, 52.4
3213, 1, 24, 2, 3, 2, 22.8
223, 4, 25, 3, 4, 5, 22.6