Modifying Regeneration Mutation and Hybridising Clonal Selection for Evolutionary Algorithms Based Timetabling Tool

Table 8

Comparative study between GA with/without MRMO.

Problems	GA			GA with MRMO			-test analysis		%Imp
	Avg	SD	Time (hrs)	Avg	SD	Time (hrs)	value	value
1	222.30	25.77	0.12	90.60	16.59	0.12	13.59	0.000	59.24
2	710.30	37.97	1.51	416.90	26.74	1.52	19.98	0.000	41.31
3	683.50	28.20	0.67	370.20	26.77	0.68	25.48	0.000	45.84
4	724.70	24.98	0.62	318.70	19.99	0.62	40.13	0.000	56.02
5	1549.60	154.74	0.57	998.70	113.07	0.58	9.09	0.000	35.55
6	1087.70	26.90	0.82	555.70	25.85	0.82	45.09	0.000	48.91
7	1244.50	46.14	1.23	670.50	25.43	1.23	34.45	0.000	46.12
8	689.90	19.17	0.73	300.70	14.48	0.71	51.22	0.000	56.41
9	717.90	24.19	0.87	373.10	21.48	0.85	33.70	0.000	48.03
10	839.20	38.41	0.92	408.70	19.92	0.90	31.47	0.000	51.30
11	403.40	78.19	0.19	50.20	16.43	0.19	13.98	0.000	87.56
12	1397.00	52.02	0.63	854.40	49.25	0.63	23.95	0.000	38.84
13	806.60	37.29	0.71	362.00	23.32	0.71	31.97	0.000	55.12
14	705.90	27.59	0.58	310.30	17.48	0.58	38.30	0.000	56.04
							Avg %Imp		51.88