|
| Category | Algorithm name | References |
|
| Evolutionary-based algorithms [5–8] | Genetic algorithm (GA) | [5, 6] |
| Differential evolution (DE) | [7] |
| Evolutionary strategy (ES) | [8] |
| Swarm-based algorithms [9–41] | Particle swarm optimization (PSO) | [9–11] |
| Ant colony optimization (ACO) | [12] |
| Fruit fly algorithm (FFA) | [13] |
| Bacterial foraging (BF) | [14] |
| Glowworm swarm optimization (GSO) | [15] |
| Grey wolf optimizer (GWO) | [16] |
| Whale optimization algorithm (WOA) | [17] |
| Firefly algorithm (FA) | [18] |
| Moth-flame optimization (MFO) | [19] |
| Salp swarm optimization (SSA) | [20] |
| Grasshopper optimization algorithm (Goa) | [21] |
| Artificial bee colony algorithm (ABCA) | [22] |
| Bat algorithm (BA) | [23] |
| Monkey algorithm (MA) | [24] |
| Cuckoo search algorithm (CSA) | [25] |
| Spherical search algorithm (SSA) | [26] |
| Social spider optimization (SSO) | [27] |
| Marine predators algorithm (MPA) | [28] |
| Crow search algorithm (CSA) | [29] |
| Krill herd algorithm (KHA) | [30] |
| Chimp optimization algorithm (COA) | [31] |
| Squirrel search algorithm (SCA) | [32] |
| Flower pollination algorithm (FPA) | [33] |
| Manta ray foraging optimization (MRFO) | [34] |
| Sailfish optimizer (SO) | [35] |
| Emperor penguin optimizer (EPO) | [36] |
| Spotted hyena optimizer (SHO) | [37] |
| Slime mould algorithm (SMA) | [38] |
| Coyote optimization algorithm | [39] |
| Harris hawks optimization (HHO) | [40] |
| Colony predation algorithm (CPA) | [41] |
| Human behavior-based algorithms [42–48] | Group teaching optimization (GTO) | [42] |
| Imperialist competitive algorithm (ICA) | [43] |
| Teaching-learning based optimization (TLBO) | [44] |
| League champion algorithm (LCA) | [45] |
| Political optimizer (PO) | [46] |
| Poor and rich optimization (PRO) | [47] |
| Hunger games search (HGS) | [48] |
| Physics-based algorithms [49–61] | Gravitational search algorithm (GSA) | [49] |
| Simulated annealing (SA) | [50] |
| Artificial electric field optimization (AEFO) | [51] |
| Sine-cosine algorithm (SCA) | [52, 53] |
| Magnetic optimization algorithm (MOA) | [54] |
| Turbulent flow of water-based optimization (TFWBO) | [55] |
| Henry gas solubility optimization (HGSO) | [56] |
| Archimedes optimization algorithm (AOA) | [57] |
| Fireworks algorithm (FA) | [58] |
| Mine blast algorithm (MBA) | [59] |
| weIghted meaN oF vectOrs (INFO) | [60] |
| RUNge Kutta optimizer (RUN) | [61] |
|
