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

Table 5

Comparison results of three metrics for P4.

	MOCAS			MOPSO			NSGA-II
	GD	ER	SP	GD	ER	SP	GD	ER	SP
Best	0.001762	0.52	0.003063	0.010027	1	0.004461	0.000405	0.985	0.003226
Worst	0.003037	0.75	0.003842	0.016015	1	0.005487	0.015986	1	0.213161
Average	0.002539	0.623	0.003379	0.011864	1	0.005067	0.004408	0.997	0.039783
Median	0.002517	0.6125	0.003244	0.011309	1	0.005196	0.000546	1	0.006887
Std. dev.	0.000372	0.082131	0.000288	0.002002	0	0.000348	0.006263	0.00483	0.068458