Scientific Programming

Research Article

A Novel Multiobjective Programming Model for Coping with Supplier Selection Disruption Risks under Mixed Uncertainties

Table 1

Some parameters (, , ) for suppliers and customers.
 12345
1(0.8, 0.9, 1)(0.7, 0.75, 0.8)(0.93, 0.97, 1.01)(0.8, 0.86, 0.92)(0.55, 0.58, 0.61)
(0.008, 0.01, 0.012)(0.018, 0.02, 0.022)(0.013, 0.014, 0.015)(0.025, 0.027, 0.029)(0.016, 0.017, 0.018)
(0.01, 0.02, 0.03)(0.027, 0.03, 0.033)(0.023, 0.025, 0.027)(0.018, 0.02, 0.022)(0.04, 0.041, 0.042)
2(0.86, 0.85, 0.87)(0.59, 0.6, 0.61)(0.84, 0.85, 0.86)(0.98, 0.99, 0.1)(0.97, 0.98, 0.99)
(0.01, 0.011, 0.012)(0.02, 0.021, 0.022)(0.03, 0.037, 0.041)(0.005, 0.0051, 0.0052)(0.06, 0.061, 0.062)
(0.01, 0.02, 0.03)(0.031, 0.033, 0.035)(0.031, 0.032, 0.033)(0.021, 0.022, 0.023)(0.03, 0.04, 0.05)
3(1, 1.01, 1.02)(0.84, 0.87, 0.9)(0.9, 0.91, 0.92)(0.99, 1, 1.01)(1.01, 1.02, 1.03)
(0.027, 0.028, 0.029)(0.014, 0.015, 0.016)(0.018, 0.02, 0.022)(0.008, 0.01, 0.012)(0.025, 0.027, 0.029)
(0.018, 0.02, 0.022)(0.032, 0.035, 0.038) (0.027, 0.03, 0.033)(0.01, 0.02, 0.03)(0.033, 0.04, 0.047)
4(0.91, 0.93, 0.95)(0.9, 0.92, 0.94)(0.98, 1, 1.02)(1, 1.02, 1.04)(0.96, 0.98, 1)
(0.021, 0027, 0.033)(0.02, 0.03, 0.04)(0.005, 0.0051, 0.0052)(0.03, 0.037, 0.041)(0.0134, 0.0135, 0.0136)
(0.02, 0.024, 0.028)(0.022, 0.024, 0.026)(0.025, 0.029, 0.034)(0.01, 0.02, 0.03)(0.034, 0.036, 0.038)
5(0.98, 1, 1.02)(0.96, 0.98, 1)(1.01, 1.03, 1.05)(1, 1.02, 1.04)(1.02, 1.03, 1.04)
(0.008, 0.01, 0.012)(0.02, 0.021, 0.022)(0.008, 0.01, 0.012)(0.01, 0.011, 0.012)(0.027, 0.028, 0.029)
(0.015, 0.018, 0.021)(0.032, 0.035, 0.038)(0.032, 0.035, 0.038)(0.017, 0.02, 0.023)(0.0366, 0.037, 0.0376)
6(0.97, 1, 1.03)(0.96, 0.97, 0.98)(0.74, 0.76, 0.78)(1, 1.01, 1.02)(0.99, 1.01, 1.03)
(0.024, 0.026, 0.028)(0.018, 0.02, 0.022)(0.006, 0.0061, 0.0062)(0.013, 0.014, 0.015)(0.023, 0.0233, 0.0236)
(0.015, 0.02, 0.025) (0.027, 0.03, 0.033)(0.02, 0.03, 0.04)(0.023, 0.025, 0.027)(0.03, 0.039, 0.048)
7(0.85, 0.87, 0.89)(0.81, 0.82, 0.83)(0.9, 0.92, 0.94)(0.86, 0.87, 0.88)(0.86, 0.88, 0.9)
(0.024, 0.0245, 0.025)(0.026, 0.026, 0.026)(0.03, 0.037, 0.041)(0.008, 0.01, 0.012)(0.022, 0.023, 0.024)
(0.02, 0.02, 0.02)(0.02, 0.03, 0.04)(0.031, 0.032, 0.033)(0.01, 0.02, 0.03)(0.03, 0.04, 0.05)
8(0.99, 1, 1.01)(0.98, 1, 1.02)(1.18, 1.2, 1.22)(0.86, 0.88, 0.9)(0.95, 0.98, 1.01)
(0.01, 0.0112, 0.0124)(0.013, 0.014, 0.015)(0.05, 0.051, 0.052)(0.025, 0.027, 0.029)(0.0122, 0.0123, 0.0124)
(0.01, 0.02, 0.03)(0.023, 0.025, 0.027)(0.021, 0.03, 0.039)(0.0015, 0.019, 0.024)(0.03, 0.04, 0.05)
9(0.99, 1, 1.01)(0.96, 0.98, 1)(1.01, 1.03, 1.05)(0.58, 0.6, 0.62)(0.73, 0.75, 0.77)
(0.018, 0.02, 0.022)(0.027, 0.028, 0.029)(0.02, 0.022, 0.024)(0.02, 0.021, 0.022)(0.02, 0.03, 0.04)
(0.025, 0.03, 0.035)(0.022, 0.024, 0.026)(0.03, 0.033, 0.036)(0.029, 0.03, 0.031)(0.035, 0.039, 0.044)
10(0.99, 1, 1.01)(1, 1.01, 1.02)(1.02, 1.03, 1.04)(0.96, 0.97, 0.98)(0.98, 1.01, 1.04)
(0.001, 0.002, 003)(0.008, 0.01, 0.012)(0.013, 0.014, 0.015)(0.023, 0.024, 0.025)(0.052, 0.053, 0.054)
(0.028, 0.03, 0.032)(0.01, 0.02, 0.03)(0.031, 0.032, 0.033)(0.023, 0.025, 0.027)(0.035, 0.04, 0.045)