Green Supplier Evaluation and Selections: A State-of-the-Art Literature Review of Models, Methods, and Applications

Table 1

GSES methods used in the reviewed literature.

Classification	GSES method	Reference	Frequency
Distance-based methods (31)	TOPSIS	[17–37]	21
	GRA	[38–43]	6
	EDAS	[44, 45]	2
	MABAC	[46]	1
	Relative-closeness coefficient	[47]	1
Compromise methods (19)	VIKOR	[48–61]	14
	MULTIMOORA	[62–66]	5
Outranking methods (14)	ELECTRE	[67–72]	6
	PROMETHEE	[73–76]	4
	QUALIFLEX	[77–80]	4
Pairwise comparison methods (11)	AHP	[81–85]	5
	ANP	[86–90]	5
	AQM	[91]	1
Mathematical programming methods (22)	DEA	[92–109]	18
	MOLP	[110–113]	4
Value and utility methods (30)	TODIM	[114–119]	6
	Prospect theory	[120–122]	3
	Axiomatic design method	[123–125]	3
	Possibilistic statistical method	[126–128]	3
	Digraph and matrix method	[128, 129]	2
	WASPAS	[130–132]	3
	COPRAS	[133, 134]	2
	MAUT	[135]	1
	MARCOS	[136]	1
	Range of value	[137]	1
	Possibility degree	[138]	1
	Fuzzy comprehensive evaluation	[139]	1
	Fuzzy performance index	[140]	1
	Fuzzy preference relationship	[141]	1
	Piecewise linear value function	[142]	1
Aggregation operator-based methods (12)	Choquet integral	[143–146]	4
	Hybrid aggregation operator	[147]	1
	Prioritized average operator	[148]	1
	PBM operator	[149]	1
	HFHPWA operator	[150]	1
	IVIFGWHM operator	[151]	1
	FWA operator	[152]	1
	TOWA operator	[153]	1
	SVTNDPNBM operator	[154]	1
Combined supplier selection methods (14)	GRA-TOPSIS	[155, 156]	2
	TOPSIS, MOORA, GRA	[157]	1
	TOPSIS, VIKOR, GRA	[158]	1
	MOORA, COPRAS	[159]	1
	MOORA, WASPAS	[160]	1
	MLMCDM, TOPSIS	[161]	1
	AHP, TOPSIS, IRP	[162]	1
	VIKOR, ELECTRE	[163]	1
	ARAS, MOLP	[164]	1
	TOPSIS, ELECTRE	[165]	1
	TOPSIS, TODIM	[166]	1
	TOPSIS, ANFIS	[167]	1
	TOPSIS, FIS	[168]	1
Other supplier selection methods (9)	Bayesian network, genetic algorithm	[169]	1
	Bayesian framework, Monte Carlo Markov chain	[170]	1
	Systems dynamics	[171]	1
	FIS	[172, 173]	2
	Satisfaction degree framework, regret theory	[174]	1
	Consensus decision-making method	[175]	1
	Decision-theoretic rough set	[176]	1
	Six sigma quality indices	[177]	1
Supplier selection and order allocation methods (31)	TOPSIS, MOLP	[178–188]	11
	AHP, MOLP	[189–192]	4
	GRA, MOLP	[193]	1
	BWM, MOLP	[194]	1
	QFD, MOLP	[195]	1
	MOORA, FMEA, MOLP	[196]	1
	Decision field theory, MOLP	[197]	1
	AQM, MOLP	[198]	1
	DEMATEL, Taguchi loss function, MOLP	[199]	1
	MOLP model	[200–208]	9