Estimation of Optimum Dilution in the GMAW Process Using Integrated ANN-GA

Table 12

Conditions to define limitation constraint bounds of integrated ANN-GA.

Condition	Decision
	Lower bound	Upper bound
(1) (OptANN) < (OptGA)	OptANN	OptGA
(2) (OptANN) > (OptGA)	OptGA	OptANN
(3) (OptANN) = (OptGA)	Nearest lower bound of the coded value of experimental design	Nearest upper bound of; the coded value of experimental design