Research Article

Solving the Multisensor Resource Scheduling Problem for Missile Early Warning by a Hybrid Discrete Artificial Bee Colony Algorithm

Table 7

Comparison table of evaluation results of different algorithms.

ScaleAlgorithmBest fitness valueAverage fitness valueAverage running time

Small scaleHDABC13.831313.8313100.00%100.00%6.05 s
IGA13.831313.294097.63%98.67%11.35 s
PSO-VNS13.831317.810298.88%99.33%5.37 s
SAPPSO13.831313.8313100.00%100.00%4.34 s
Medium scaleHDABC24.718524.509296.22%92.67%14.32 s
IGA24.647523.896493.13%89.67%37.92 s
PSO-VNS24.865724.333294.86%90.33%13.23 s
SAPPSO24.381824.047493.09%89.33%9.28 s
Large scaleHDABC51.260151.012993.51%91.37%31.26 s
IGA49.751348.628376.79%74.93%63.35 s
PSO-VNS51.209149.784382.77%79.67%29.35 s
SAPPSO50.106449.579982.10%77.82%18.87 s