Comparison of papers focused on mitigation stage
| Source | Year | Which SCRM stages are the area of focus? | Which requirements are addressed? | Methods | |||||
|---|---|---|---|---|---|---|---|---|---|
| S1 | S2 | S3 | S4 | R1 | R2 | R3 | |||
| Kumar et al. (2010) | 2010 | Yes | No | Yes | No | Yes | No | No | Optimisation model and metaheuristic algorithms |
| Pimentel et al. (2011) | 2011 | No | No | Yes | No | Yes | No | No | Multi-objective stochastic programming |
| Matta and Miller (2018) | 2018 | No | No | Yes | No | Yes | No | No | Optimisation model |
| Hombach et al. (2018) | 2018 | No | No | Yes | No | Yes | No | No | Optimisation model |
| Singh et al. (2019) | 2019 | No | No | Yes | No | Yes | No | Yes | Optimisation model |
| Bottani et al. (2019) | 2019 | No | No | Yes | No | Yes | No | No | Optimisation model |
| Kellner et al. (2019) | 2019 | No | No | Yes | No | Yes | No | No | Optimisation model |
| Oger et al. (2019) | 2019 | No | No | Yes | No | Yes | No | Yes | BI |
| Jacyna and Semenov (2020) | 2020 | No | No | Yes | No | Yes | No | No | Genetic algorithm |
| Hassouna et al. (2022) | 2022 | No | No | Yes | No | Yes | No | No | Optimisation model |
| Ordibazar et al. (2022a) | 2022 | Yes | No | Yes | No | Yes | No | Yes | Optimisation model |
| Zhang et al. (2022) | 2022 | No | No | Yes | No | Yes | No | No | Blockchain technology |
| Vedat (2023) | 2023 | No | No | Yes | Yes | No | Yes | No | AI and machine learning |
| Lee et al. (2023) | 2023 | Yes | No | Yes | Yes | Yes | Yes | No | Federated learning-based model and blockchain technology |
| Hatzivasilis et al. (2024) | 2024 | Yes | Yes | Yes | No | Yes | No | No | Swarm-intelligence algorithms |
| Source | Year | Which SCRM stages are the area of focus? | Which requirements are addressed? | Methods | |||||
|---|---|---|---|---|---|---|---|---|---|
| S1 | S2 | S3 | S4 | R1 | R2 | R3 | |||
| 2010 | Yes | No | Yes | No | Yes | No | No | Optimisation model and metaheuristic algorithms | |
| 2011 | No | No | Yes | No | Yes | No | No | Multi-objective stochastic programming | |
| 2018 | No | No | Yes | No | Yes | No | No | Optimisation model | |
| 2018 | No | No | Yes | No | Yes | No | No | Optimisation model | |
| 2019 | No | No | Yes | No | Yes | No | Yes | Optimisation model | |
| 2019 | No | No | Yes | No | Yes | No | No | Optimisation model | |
| 2019 | No | No | Yes | No | Yes | No | No | Optimisation model | |
| 2019 | No | No | Yes | No | Yes | No | Yes | BI | |
| 2020 | No | No | Yes | No | Yes | No | No | Genetic algorithm | |
| 2022 | No | No | Yes | No | Yes | No | No | Optimisation model | |
| 2022 | Yes | No | Yes | No | Yes | No | Yes | Optimisation model | |
| 2022 | No | No | Yes | No | Yes | No | No | Blockchain technology | |
| 2023 | No | No | Yes | Yes | No | Yes | No | AI and machine learning | |
| 2023 | Yes | No | Yes | Yes | Yes | Yes | No | Federated learning-based model and blockchain technology | |
| 2024 | Yes | Yes | Yes | No | Yes | No | No | Swarm-intelligence algorithms | |
Source(s): Authors’ own creation