Statistical Design of Genetic Algorithms for Combinatorial Optimization Problems

Table 6

Analysis of variance for solution accuracy.

Source	DF	Seq SS	Adj SS	Adj MS	𝐹	𝑃
Regression	14	0.000712	0.000712	0.000051	9.28	0
Linear effect	4	0.000551	0.000551	0.000138	25.11	0
Quadratic effect	4	0.000056	0.000056	0.000014	2.54	0.09
Interaction	6	0.000106	0.000106	0.000018	3.21	0.037
Residual error	13	0.000071	0.000071	0.000005
Lack of fit	10	0.000058	0.000058	0.000006	1.32	0.458
Pure error	3	0.000013	0.000013	0.000004
Total	27	0.000783
𝑆=0.002342	𝑅-Sq = 90.9%			𝑅-Sq (adj) = 81.1%