Research Article
A Particle Swarm Optimization Algorithm with Gradient Perturbation and Binary Tree Depth First Search Strategy
Table 3
Performance of the GB-PSO algorithm.
| | Iteration | Mean | Standard deviations | Best value of 50 simulation |
| | 80 | 3.4227E − 49 | 6.7053E − 49 | 1.4004E − 50 | | 200 | 6.3650E − 48 | 4.3692E − 47 | 7.7993E − 49 | | 200 | 2.2398E − 39 | 2.8080E − 39 | 5.4812E − 40 | | 200 | 4.5270E − 22 | 7.8410E − 22 | 1.3581E − 28 | | 200 | 1.2286E − 17 | 1.7176E − 17 | 3.1967E − 19 | | 100 | 0.0 | 0.0 | 0.0 | | 120 | 0.0 | 0.0 | 0.0 | | 400 | 1.0666E − 25 | 1.8447E − 25 | 8.9995E − 29 | | 140 | 6.5074E − 38 | 5.1779E − 38 | 7.5266E − 39 | | 1000 | 3.0018E − 15 | 3.9191E − 15 | 5.8872E − 16 | | 350 | 6.2598E − 48 | 5.5918E − 48 | 1.0000E − 50 | | 200 | 0.010245 | 0.009101 | 0.000112 | | 700 | −427.2015 | 20.5264 | −449.868 | | 150 | −445.245 | 5.094 | −449.999 | | 100 | 396.255 | 3.3955 | 392.417 | | 1000 | −324.293 | 4.971 | −329.999 | | 100 | −135.661 | 4.509 | −139.995 | | 100 | −177.619 | 2.056 | −179.931 | | 1200 | −895.083 | 4.041 | −898.750 | | 1200 | −444.7361 | 4.571 | −448.402 | | 1500 | 5.1086E − 10 | 7.9533E − 10 | 1.4282E − 11 | | 1200 | −177.642 | 2.0817 | −179.975 |
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