Table 6.
The details of the cited references in KPs
| Ref. | Optimization algorithm | Application | Convergence | Complexity | Scalability |
|---|---|---|---|---|---|
| Laabadi et al. (2020) | Binary CSA | 2D KP | Low | Low | High |
| Bansal and Deep (2012) | Binary PSO | 0-1 KP & MKP | Medium | Low | High |
| Agrawal et al. (2022a) | NBGSK | KP | Fast | Medium | Medium |
| Li et al. (2020) | Memetic Algorithm | MKP | Medium | Low | High |
| Tinós and Yang (2014) | GA | Dynamic KP | Low | Low | High |
| Tlili and Krichen (2015) | Modified PSO | DLP | Fast | Low | Medium |
| Zou and Chen (2019) | Binary PSO | Traffic-Electric Power | Medium | Low | High |
| Rahim et al. (2016) | GA | Energy Management | Low | Low | Medium |
| Zhai et al. (2021) |
GA & Binary PSO Binary DE & GTOA |
HW/SW Partitioning | Fast | High | Low |
| Hassan et al. (2021a) | DBGSK | Multi-Objective KP | Medium | Medium | Medium |