A Novel Bioinspired Multiobjective Optimization Algorithm for Designing Wireless Sensor Networks in the Internet of Things

Table 4

Comparison results of three metrics for P3.

	MOCAS			MOPSO			NSGA-II
	GD	ER	SP	GD	ER	SP	GD	ER	SP
Best	0.008367	0.295	0.056603	0.017705	0.825	0.131108	8.94454	1	0.598082
Worst	0.019111	0.38	0.229375	0.036684	0.86	0.29519	9.73034	1	0.753096
Average	0.01012	0.331429	0.110787	0.025308	0.8405	0.187466	9.34286	1	0.672726
Median	0.00917	0.33	0.064751	0.023319	0.84	0.177388	9.37408	1	0.665563
Std. dev.	0.003223	0.029681	0.079856	0.00636	0.010659	0.049485	0.22547	0	0.055491