Table 1 Summary of MAs for photovoltaic parameter estimation.
Year | References | Main work and method | Solar model |
|---|---|---|---|
2015 | Used flower pollination algorithm (FPA) | SDM, DDM | |
2016 | Proposed an adaptive NMs to improve artificial bee colony (ABC) | SDM, DMM, PV | |
2016 | Applied moth-flame optimizer (MFO) | DDM, TDM | |
2017 | Proposed a hybrid algorithm of ABC and FPA | SDM, DDM | |
2018 | Improved PSO with adaptive mutation strategy | SDM, DDM, PV | |
2018 | Proposed a new hybrid of ABC and TLBO | SDM, DDM, PV | |
2019 | Improved interior search algorithm | SDM, DDM | |
2020 | Proposed a hybrid of GWO and cuckoo search | SDM, DDM, PV | |
2020 | Improved WOA with reflection principle | SDM | |
2020 | Improved bat algorithm with Lévy flight | SDM, DDM | |
2020 | Proposed a hybrid of TLBO and DE | SDM, DDM, PV | |
2020 | Used manta ray foraging optimization | TDM | |
2021 | Improved DE with population information and search direction | SDM, DDM, TDM, PV | |
2021 | Proposed a new hybrid of MPA and SMA | TDM | |
2021 | Improved TLBO by dividing into three phases based on scores | SDM, DDM, PV | |
2021 | Improved SMA by local search capability | SDM, DDM, PV | |
2021 | Improved MPA by population enhancement | SDM, DDM, PV | |
2022 | Used circle search algorithm | TDM | |
2022 | Improved WOA by information sharing strategy and NMs | SDM, DDM, TDM, PV | |
2022 | Improved colony predation algorithm by opposition and level learning | SDM, DDM, PV | |
2022 | Combined QANA and the Newton–Raphson method | SDM, DDM, PV | |
2023 | Improved atomic search optimization by anti-sine–cosine strategy | SDM, DDM, TDM, PV | |
2023 | Improved GWO by spiral updating and multiple learning backtracking | ||
2023 | Improved elephant herding optimization by fast moving operator and elite strategy | PV | |
2023 | Improved FPA by combining three new strategies | SDM, DDM, PV | |
2023 | Improved DE by four strategies | SDM, DDM, PV | |
2024 | Improved clonal selection algorithm using golden sine and dual-feedback strategies | SDM, DDM | |
2024 | Improved exponential distribution optimization by opposition learning | SDM, DDM, TDM, PV |
