Table 12.
The details of the cited references in layout optimization
| Ref. | Optimization algorithm | Application | Convergence | Complexity | Scalability |
|---|---|---|---|---|---|
| Elroby et al. (2019) | Binary TLBOA | PMU | Fast | High | High |
| Abd Rahman and Zobaa (2017) | Binary PSO | PMU | Medium | Low | High |
| Maji and Acharjee (2017) | Binary PSO | PMU | Fast | Medium | High |
| Mishra et al. (2016a) | Binary PSO | PMU | Low | Low | High |
| Maji and Acharjee (2018) | Binary CSA | PMU | Low | Medium | High |
| Singh et al. (2021) | GA & Binary ACO & Lion Optimization | Coverage in WSN | Fast | High | High |
| Swayamsiddha et al. (2019) | Binary BA |
Cellular Mobility Management |
Medium | Medium | High |
| Niknamfar et al. (2017) | MO BBO | Hub Location in WSN | Fast | Medium | High |
| Ma et al. (2020) | Binary PSO | Anchor Deployment | Medium | Low | High |
| Xiu-Wu et al. (2020) | WPA | Clustering Routing | Medium | Medium | Low |
| Sindhuja and Shankar (2020) | Binary CSA | 5G | Fast | High | High |
| Wang et al. (2011) | Binary PSO | Node Placement in IWSN | Fast | Medium | High |
| Moreno et al. (2015) | BPSO | WLAN | Medium | Low | High |
| Zhu et al. (2018) | Binary PSO |
Allocation in Fog Computing |
Medium | Low | High |
| Mishra et al. (2018) | PSO & Binary PSO & BA |
Service Allocation in Fog Computing |
Medium | Low | High |
| Djemai et al. (2019) | Discrete PSO | IoT Services Placement | Medium | Low | High |
| Abdessamia et al. (2020) | Binary GSA | VM Placement | Medium | Medium | High |
| Li et al. (2013) | Multi-Objective DE | Power Infrastructure | Medium | Medium | High |
| Beşkirli and Dağ (2020) | HOHO | Wind Turbine Micrositing | Medium | Medium | High |
| Neshat et al. (2020) | GA & Binary DE & Binary PSO | WEC | Fast | High | Low |
| Hassan et al. (2020a) | Binary PSO & SFLA | Distributed Generation | Fast | High | High |
| Ledezma and Alcaraz (2020) | PSO | Transmission Expansion | Fast | High | High |
| Jalali et al. (2016) | Binary PSO | Distributed Generation | Medium | Low | High |
| Zhang et al. (2019b) | Binary PSO |
Location-Routing in Electric Vehicle Transportation |
Fast | High | Low |
| Mouhrim et al. (2019) | Multi-Objective Binary PSO |
Wireless Charging for Electric Vehicles |
Low | Low | High |
| Phuangpornpitak and Tia (2016) | Binary PSO | PV | Fast | Medium | High |
| Sahoo et al. (2012) | SPEA2 & MOPSO | Distribution System | Fast | High | High |
| Mohammadi et al. (2016) | PSO | Distribution Task | Low | Low | High |
| Jacyna-GolDa and Izdebski (2017) | GA | Warehouse Location | Low | Low | High |
| Zhang et al. (2019b) | PSO | Supply Chain Network | Medium | Low | High |
| Mogale et al. (2018) | CRO | Distribution Task | Medium | Medium | Low |
| Lee et al. (2021) | BPSO | Decoupling Capacitors Location | Medium | Low | High |
| de Oliveira and Lorena (2002) | CGA | Gate Matrix Layout | Medium | Medium | High |
| Tan et al. (2017) | Binary PSO | Web Service Location-Allocation | Medium | Medium | High |
| Zheng et al. (2014) | DE | Water Distribution System | Fast | High | Low |
| Guria et al. (2014) | MOGA | Oil Well Drilling | Low | Low | Low |
| Wang et al. (2018) | BPSO | 3D Rock Slope Excavation | Medium | Low | Low |
| Ali et al. (2021) | DBGSK | Hospital | Medium | Medium | Low |