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. 2022 Sep 7;20(1):237–252. doi: 10.1007/s42235-022-00253-6

Table 1.

Differences in bionic behavior between some nature-inspired meta-heuristic algorithms

Algorithm Inspiration References
Aquila Optimizer (AO) Aquila Bird [22]
Arithmetic Optimization Algorithm (AOA) Arithmetic Operators [21]
Butterfly Optimization Algorithm (BOA) Food Search and Mating Behavior of Butterflies [16]
Dwarf Mongoose Optimization algorithm (DMO) Behavior of The Dwarf Mongoose [19]
Ebola Optimization Search Algorithm (EOSA) Ebola Virus [20]
Genetic Algorithm (GA) Evolutionary Biology [12]
Grasshopper Optimization Algorithm (GOA) Foraging and Swarming Behavior of Grasshoppers [17]
Grey Wolf Optimization (GWO) Hunting Process of Grey Wolves [14]
Particle Swarm Optimization (PSO) Simplified Social Model [13]
Reptile Search Algorithm (RSA) Behavior of Crocodiles [18]
Whale Optimization Algorithm (WOA) Social Behavior of Humpback Whales [15]