Evolutionary Computation with Spatial Receding Horizon Control to Minimize Network Coding Resources

Table 5

The influence of field size on the performance of new GAs.

(Ave. results of 20 exp.)	𝑁𝑊
	2	4	6	8	10
GlobalGA1
Case II-1
Final max fitness	240.00	240.00	240.00	240.00	240.00
Total computational; time (sec.)	0.48	0.81	1.06	3.44	5.56
Case II-2
Final max fitness	240.00	240.00	123.33	115.68	90.61
Total computational; time (sec.)	2.40	59.26	88.65	93.46	89.27
Case II-3
Final max fitness	181.67	54.09	50.05	49.72	52.18
Total computational; time (sec.)	158.85	200.61	201.12	200.25	200.42
Case II-4
Final max fitness	40.21	45.33	42.95	39.76	41.03
Total computational; time (sec.)	415.70	420.58	405.17	411.54	425.67
GlobalGA2
Case II-1
Final max fitness	240.00	240.00	240.00	240.00	240.00
Total computational; time (sec.)	0.47	0.47	0.50	0.48	0.47
Case II-2
Final max fitness	240.00	240.00	240.00	240.00	240.00
Total computational; time (sec.)	2.76	6.88	7.85	6.55	8.43
Case II-3
Final max fitness	195.64	142.86	45.96	47.45	46.11
Total computational; time (sec.)	127.24	201.60	199.53	200.97	204.34
Case II-4
Final max fitness	59.09	40.16	39.50	41.88	42.02
Total computational; time (sec.)	414.57	429.06	418.63	424.41	419.24
GlobalGA3
Case II-1
Final max fitness	240.00	240.00	240.00	240.00	240.00
Total computational; time (sec.)	2.12	2.05	1.97	2.16	2.01
Case II-2
Final max fitness	240.00	240.00	240.00	240.00	240.00
Total computational; time (sec.)	3.37	4.15	3.68	3.44	3.51
Case II-3
Final max fitness	240.00	240.00	240.00	240.00	240.00
Total computational; time (sec.)	5.36	5.72	6.44	5.51	7.70
Case II-4
Final max fitness	240.00	240.00	240.00	240.00	240.00
Total computational; time (sec.)	22.00	19.24	21.27	24.84	19.13