Table 8.
The details of the cited references in feature selection -2
| Ref. | Optimization algorithm | Application | Convergence | Complexity | Scalability |
|---|---|---|---|---|---|
| Hu et al. (2016) | BPSO | Identifying Malicious Web Domains | Medium | Low | High |
| Zhang et al. (2014) | Binary PSO | Spam Detection | Medium | High | High |
| Gupta et al. (2020a) | CSA | Software Usability | Medium | Medium | High |
| Jain et al. (2021) | GWO | Software Usability | Medium | High | High |
| Bhattacharya et al. (2019) | PSO | Android application Permissions | Medium | Low | High |
| Ni et al. (2019) | NSGA-II | SDP | Low | Low | High |
| Sousa et al. (2019) | SPEA2 | Risk-Sensitive | Medium | Medium | High |
| Kozodoi et al. (2019) | NSGA-II | Credit Scoring | Low | Low | Medium |
| Souza et al. (2021) | Binary PSO | Handwritten Signature Verification | Medium | Low | High |
| Cruz et al. (2017) | BPSO | Meta-Learning | Fast | Medium | Low |
| Canayaz (2021) | Binary PSO & Binary GWO | COVID-19 Diagnosis | Fast | High | High |
| Shaban et al. (2021) | PSO | COVID-19 Diagnosis | Fast | High | High |
| Pereira et al. (2019) | Binary MOA | EEG | Low | Medium | High |
| Baig et al. (2017) | DE | EEG | Medium | Medium | High |
| Anter and Ali (2020) | CSA | Medical Diagnosis | Fast | High | High |
| Manohar and Ganesan (2018) | BPSO | SZ Diagnosis | Medium | Medium | Low |
| Chen et al. (2019) | Many-objective binary PSO | Healthcare Classification | Low | Low | High |
| Jiménez et al. (2019) | ENORA & NSGA-II | VS | Fast | High | High |
| Sohrabi and Tajik (2017) | NSGA-II & MOPSO | Warfarin Dose Prediction | Medium | Medium | Medium |
| Ramos et al. (2016) | Binary HHA | Theft Characterization | Low | Low | High |
| Wang et al. (2021) | BPSO | Power System Scenario Classification | Fast | High | Low |
| Eseye and Lehtonen (2020) | ICA | Energy Management | Fast | High | Medium |
| Gu et al. (2015) | MA & BDE & TS | Transient Stability Assessment | Fast | High | High |
| Niu et al. (2021) | CSA | Parameter Optimization | Low | High | Medium |
| Li and Yin (2013) | MO BBO | Parameter Optimization | Fast | Medium | High |
| Faris et al. (2018a) | MO MVO | Parameter Optimization | Low | High | Low |