Application of Layered Coding Genetic Algorithm in Optimization of Unequal Area Production Facilities Layout

Table 3

Results of comparison of tested problems between LCGA and other approach.

Problems	Population Size	Max generations	Crossover Probability	Mutation Probability	Selection method
O7	80	1000	0.7	0.05	Fitness-based
O8	80	1000	0.7	0.05	Fitness-based
O9	100	1000	0.7	0.05	Fitness-based
F10	100	1000	0.6	0.08	Fitness-based
VC10	100	1000	0.6	0.08	Fitness-based
MB11	120	1500	0.6	0.08	Fitness-based
BA12	120	1500	0.6	0.08	Fitness-based
BA14	200	2000	0.6	0.08	Fitness-based
AB20-ar7	300	2000	0.5	0.08	Fitness-based
SC30	500	2000	0.4	0.08	Fitness-based
SC35	500	2000	0.4	0.08	Fitness-based
P62	600	2000	0.3	0.1	Fitness-based