Research Article

Optimization of Pesticide Spraying Tasks via Multi-UAVs Using Genetic Algorithm

Table 6

Profits by using the GA with different crossover probability and mutation probability to solve the problem in area.

Crossover probabilityMutation probabilityProfit
BestAverageWorst

0.60.118.74629418.283021817.848443
0.219.39630118.808783218.306828
0.319.09658118.682523818.136924
0.419.54619318.922565118.476077
0.519.85499919.383906918.277796

0.70.118.98504118.387700617.797626
0.219.05717118.505413417.845470
0.319.28918918.845919318.295809
0.419.74427619.148598818.276355
0.520.00519219.300110818.737504

0.80.119.65372718.9432178918.257300
0.219.20660318.721685918.197193
0.319.49551418.937157518.436387
0.419.59406819.209717418.845762
0.519.89602319.579813719.246180

0.90.119.03487218.482216718.026126
0.219.21634918.760761918.265439
0.319.83490218.918670618.338060
0.419.83499019.195033518.797545
0.520.20617519.658112619.286954