Differential Evolution for Lifetime Maximization of Heterogeneous Wireless Sensor Networks

Table 8

Effects of paramaters on performance of jDE, averaged over 100 independent runs with m * 100 FES.

	DEDSC with self-adaptive update 𝐹 and 𝐶𝑟 (jDE)
	jDE/rand/1				jDE/current-to-best/1				jDE/best/1				DEDSC
	ok %	Best	Mean	avg 𝐸	ok %	Best	Mean	avg 𝐸	ok %	Best	Mean	avg 𝐸	ok %	avg 𝐸
1	94	30	29.95	173.14	84	30	29.87	220.92	100	30	30	131.53	100	125.8
2	100	23	23	10.1	100	23	23	10.7	100	23	23	10.2	100	10.1
3	100	21	21	10	100	21	21	10	100	21	21	10	100	10
4	100	35	35	35.25	100	35	35	48.14	100	35	35	48.09	100	37.14
5	97	41	40.97	145.23	77	41	40.81	224.53	90	41	40.92	356.47	100	400.8
6	90	44	43.92	240.86	83	44	43.84	301.42	83	44	43.87	281.43	87	584.1
7	100	42	42	43.91	100	42	42	53.88	100	42	42	60.81	100	42.41