Desirability Improvement of Committee Machine to Solve Multiple Response Optimization Problems

Table 1

Classification of some works in MRO subject in the literature.

Author [reference no.]	Year	Design of experiments	Modeling	Optimization
Benyounis et al. [22]	2008	RSM	RSM	Graphical
Chang [5]	2008	Taguchi	ANN	SA
Chatsirirungruang and Miyakawa [13]	2009	Taguchi	Taguchi	GA
Cheng et al. [12]	2002	RSM	ANN	GA
Cojocaru et al. [23]	2009	Full factorial	MLR	Graphically
Martinez Delfa et al. [24]	2009	RSM	RSM, ANN	Mathematically
Mukherjee and Ray [10]	2008	N/A	ANN	Modified TS
Nagesh and Datta [25]	2010	Fractional factorial design	MLR, ANN	GA
Noorossana et al. [11]	2008	RSM	ANN, FS	GA
Pasandideh and Niaki [9]	2006	RSM	RSM	GA
Patnaik and Biswas [26]	2007	Taguchi	Taguchi (S/N)	Weighting
Pizarro et al. [27]	2006	Taguchi	RSM	Graphically