Statistical Design of Genetic Algorithms for Combinatorial Optimization Problems

Table 7

Analysis of variance for solution quality.

Source	DF	Seq SS	Adj SS	Adj MS	𝐹	𝑃
Regression	14	1.25963	1.25963	0.089973	720.15	0
Linear effect	4	1.1406	1.1406	0.285149	2282.35	0
Quadratic effect	4	0.09321	0.09321	0.023302	186.51	0
Interaction	6	0.02582	0.02582	0.004304	34.45	0
Residual error	13	0.00162	0.00162	0.000125
Lack of fit	10	0.00156	0.00156	0.000156	7.27	0.065
Pure error	3	0.00006	0.00006	0.000021
Total	27	1.26125
𝑆=0.01118	𝑅-Sq = 99.9%			𝑅-Sq (adj) = 99.7%