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Table 1.

Optimal traffic volume.

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Table 2.

Traffic volume allocation based on priority encoding rules.

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Fig 1.

Closed-loop supply chain network structure.

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Table 3.

Definition of mathematical symbols.

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Fig 2.

Solution flowchart of the migrating birds optimization algorithms based on product source coding.

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Table 4.

Characteristics of numerical examples considered in this study.

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Table 5.

Range of parameters in this study.

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Table 6.

Objective function values and CPU times of the considered solution approaches.

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Table 7.

Objective function values and CPU times of the considered solution approaches.

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Table 8.

Optimal transportation volumes from factories to distribution centers in example 1.

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Fig 3.

Convergence patterns of PSMBO and GA for example 4.

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Table 9.

Related data for the considered facilities in example 1.

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Table 10.

Relevant data for the considered consumer areas.

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Table 11.

Location schemes and objective function values for different values of the confidence level.

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Fig 4.

Changes in the target objective function for different confidence levels.

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