Logistics Service Provider Selection through an Integrated Fuzzy Multicriteria Decision Making Approach

Table 9

Standardized Decision Matrix.

	On time delivery (OTD)			Price (𝑃)			Product availability (PA)			Reliability (𝑅)			Firm’s background (FB)			Firm reputation (FR)			Knowledge sharing (KS)			Flexibility (𝐹)
	𝑙	𝑚	𝑢	𝑙	𝑚	𝑢	𝑙	𝑚	𝑢	𝑙	𝑚	𝑢	𝑙	𝑚	𝑢	𝑙	𝑚	𝑢	𝑙	𝑚	𝑢	𝑙	𝑚	𝑢
LSP1	0.9	1	1	0.7	0.9	1	0.3	0.5	0.7	0.9	1	1	0.9	1	1	0.7	0.9	1	0.7	0.9	1	0.9	1	1
LSP2	0	0.1	0.3	0.1	0.3	0.5	0.5	0.7	0.9	0.7	0.9	1	0.7	0.9	1	0.7	0.9	1	0.3	0.5	0.7	0.7	0.9	1
LSP3	0.9	1	1	0.1	0.3	0.5	0.9	1	1	0.7	0.9	1	0.9	1	1	0.9	1	1	0.7	0.9	1	0.9	1	1
LSP4	0.9	1	1	0.5	0.7	0.9	0.5	0.7	0.9	0.7	0.9	1	0.9	1	1	0.7	0.9	1	0.7	0.9	1	0.7	0.9	1
LSP5	0.9	1	1	0.9	1	1	0.9	1	1	0.9	1	1	0.9	1	1	0.9	1	1	0.7	0.9	1	0.7	0.9	1
LSP6	0.7	0.9	1	0.3	0.5	0.7	0.5	0.7	0.9	0.7	0.9	1	0.7	0.9	1	0.7	0.9	1	0.7	0.9	1	0.9	1	1
LSP7	0.7	0.9	1	0.5	0.7	0.9	0.9	1	1	0.5	0.7	0.9	0.5	0.7	0.9	0.5	0.7	0.5	0.5	0.7	0.9	0.1	0.3	0.5