Table 1.
The details of the literature review
| Author | Type of model | Solution procedure | Type of Optimization model | Decision level | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Optimization | Simulation | Exact | Heuristic | Meta-Heuristic | Deterministic | Uncertainty | Location | Inventory | Routing | Allocation | Flow | Distribution | |
| Mousazadeh et al. (2015) | x | x | x | x | |||||||||
| Sabouhi et al. (2018) | x | x | x | x | x | ||||||||
| Savadkoohi et al.(2018) | x | x | x | x | x | x | |||||||
| Zahiri et al. (2018) | x | x | x | x | |||||||||
| Nematollahi et al. (2018) | x | x | x | ||||||||||
| Roshan et al. (2019) | x | x | x | x | x | x | |||||||
| Nasrollahi and Razmi (2019) | x | X | x | x | |||||||||
| Franco and Alfonso-Lizarazo (2020) | x | x | x | x | x | ||||||||
| Zandkarimkhani et al. (2020) | x | x | x | x | x | ||||||||
| Tat et al. (2020) | x | x | x | x | |||||||||
| Shamsuzzoha et al.(2020) | x | x | x | x | x | ||||||||
| Goodarzian et al. (2020a) | x | X | x | x | x | x | |||||||
| Goodarzian et al. (2020b) | x | X | x | x | |||||||||
| Weraikat et al. (2020) | x | x | x | x | x | ||||||||
| Rastegar et al. (2021) | x | x | x | x | |||||||||
| Tavana et al. (2021) | x | x | x | x | x | ||||||||
| Goodarzian et al. (2021c) | x | x | x | X | x | x | x | x | |||||
| Babaee Tirkolaee and Aydın (2021) | |||||||||||||
| Goodarzian et al. (2021b) | x | x | x | x | x | x | x | x | |||||
| Goodarzian et al. (2021a) | x | x | x | x | x | x | x | x | |||||
| Current research | x | x | x | X | x | x | x | x | x | x | |||
| Author | Commodity | Period | Echelon number | Supply chain characteristics | Case type | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Single | Multi | Single | Multi | Single | Multi | Sustainability | Resilience | Fuel consumption | Numerical Example | Original case study | |
| Mousazadeh et al. (2015) | x | x | x | ||||||||
| Sabouhi et al. (2018) | x | x | x | x | x | ||||||
| Savadkoohi et al.(2018) | x | x | x | x | |||||||
| Zahiri et al. (2018) | x | x | x | x | |||||||
| Nematollahi et al. (2018) | x | x | x | x | |||||||
| Roshan et al. (2019) | x | x | x | x | x | ||||||
| Nasrollahi and Razmi (2019) | x | x | x | x | |||||||
| Franco and Alfonso-Lizarazo (2020) | x | x | x | x | |||||||
| Zandkarimkhani et al. (2020) | x | x | x | x | x | ||||||
| Tat et al. (2020) | x | x | x | x | x | ||||||
| Shamsuzzoha et al.(2020) | x | x | x | x | x | ||||||
| Goodarzian et al. (2020a) | x | x | x | x | |||||||
| Goodarzian et al. (2020b) | x | x | x | x | x | ||||||
| Weraikat et al. (2020) | x | x | x | x | |||||||
| Rastegar et al. (2021) | x | x | x | x | |||||||
| Tavana et al. (2021) | x | x | x | x | |||||||
| Goodarzian et al. (2021c) | x | x | x | x | x | x | |||||
| Babaee Tirkolaee and Aydın (2021) | |||||||||||
| Goodarzian et al. (2021b) | x | x | x | x | |||||||
| Goodarzian et al. (2021a) | x | x | x | x | |||||||
| Current research | x | x | x | x | x | x | x | x | |||