Table 4 Comparing energy consumption before and after GA optimization.

From: Next generation AI powered framework for autonomous energy optimization and real time anomaly detection in IoT driven wireless sensor networks

Network Size

Energy Consumption (mWh) Before GA

Energy Consumption (mWh) After GA

Energy Savings (%)

50 nodes

7.2

4.5

37.5%

100 nodes

10.5

6.3

40.0%

200 nodes

15.3

9.2

39.9%

500 nodes

24.8

15.0

39.5%

1000 nodes

38.9

23.1

40.5%

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