Research Article
Taylor-Spotted Cat Optimization (Taylor-SCO): An Energy-Efficient Cluster Head Selection Algorithm with Improved Trust Factor for Data Routing in WSN
| Metrics/methods | DEEHC | GWO | Tabu PSO | EHO-Greedy | C-SSA | MCH-EOR | Taylor-SHO | Proposed Taylor-SCO |
| 50 nodes | Energy consumption (J) | 0.00217 | 0.00193 | 0.00183 | 0.00174 | 0.00220 | 0.00195 | 0.000967 | 0.00075 | Throughput (kbps) | 5109.02 | 5229.23 | 4917.78 | 5027.06 | 5057.9 | 5176.9 | 5464.2 | 6010.62 | Trust | 0.518 | 0.514 | 0.52 | 0.522 | 0.513 | 0.509 | 0.537 | 0.54 | 100 nodes | Energy consumption (J) | 0.00120 | 0.000967 | 0.000870 | 0.000774 | 0.00122 | 0.00098 | 0.000483 | 0.00039 | Throughput (kbps) | 6386.28 | 6536.54 | 6147.22 | 6283.83 | 6322.42 | 6471.18 | 7103.46 | 7813.80 | Trust | 0.513 | 0.516 | 0.508 | 0.511 | 0.508 | 0.511 | 0.541 | 0.55 | 150 nodes | Energy consumption (J) | 0.00120 | 0.000966 | 0.000869 | 0.00077 | 0.00136 | 0.00108 | 0.000483 | 0.00037 | Throughput (kbps) | 6482.55 | 6635.08 | 6239.89 | 6378.55 | 6417.73 | 6568.74 | 7210.54 | 7931.60 | Trust | 0.505 | 0.5025 | 0.506 | 0.503 | 0.500 | 0.497 | 0.507 | 0.51 |
|
|