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

Table 7

Comparison results of three metrics for P6.

	MOCAS			MOPSO			NSGA-II
	GD	ER	SP	GD	ER	SP	GD	ER	SP
Best	0.000875	0.01	0.00271	0.018633	1	0.003987	0.000275	0.905	0.005761
Worst	0.001535	0.035	0.003566	0.031005	1	0.210964	0.015983	1	0.006931
Average	0.001174	0.022	0.003229	0.024214	1	0.060328	0.00436	0.97	0.006255
Median	0.001165	0.02	0.003323	0.024216	1	0.022439	0.001551	0.9925	0.006259
Std. dev.	0.00022	0.008563	0.000248	0.004111	0	0.078422	0.005767	0.037565	0.000365