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A bestiary of evolutionary, swarm and other metaphor-based algorithms

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Manta ray foraging optimization: An effective bio-inspired optimizer for engineering applications https://doi.org/10.1016/j.engappai.2019.103300 A new bio-inspired optimization technique, named Manta Ray Foraging Optimization (MRFO) algorithm, is proposed and presented, aiming to...

A novel metaheuristic optimizer inspired by behavior of jellyfish in ocean https://doi.org/10.1016/j.amc.2020.125535 This study develops a novel metaheuristic algorithm that is motivated by the behavior of jellyfish in the ocean...

American zebra optimization algorithm for global optimization problems https://www.nature.com/articles/s41598-023-31876-2 A novel bio-inspired meta-heuristic algorithm, namely the American zebra optimization algorithm (AZOA), which mimics the social behaviour of American zebras in...

https://doi.org/10.1016/j.asoc.2020.106339 This study developed a novel optimization algorithm, called Forensic-Based Investigation (FBI), inspired by the suspect investigation–location–pursuit process that is used by police officers. Although numerous unwieldy optimization algorithms hamper...

Sugestao do Anand https://doi.org/10.1016/j.asoc.2023.110219

Paper Suggestion

The Lemur Optimizer (LO) is a novel nature-inspired algorithm we propose in this paper. This algorithm’s primary inspirations are based on two pillars of lemur behavior: leap up and dance...

Title: A multi-strategy enhanced African vultures optimization algorithm for global optimization problems DOI: https://doi.org/10.1093/jcde/qwac135 There are also ~5 references cited to earlier papers about the same algorithm...

Liu et al., Lion swarm optimization algorithm for comparative study with application to optimal dispatch of cascade hydropower stations, Applied Soft Computing 87, February 2020. [https://www.sciencedirect.com/science/article/abs/pii/S1568494619307550](https://www.sciencedirect.com/science/article/abs/pii/S1568494619307550)

One more for your list: Ren et al., Predicting optimal hydropower generation with help optimal management of water resources by Developed Wildebeest Herd Optimization (DWHO). Energy Reports 7, November 2021,...

Genetic Folding: A New Class of Evolutionary Algorithms M.A. Mezher and M.F. Abbod In M. Bramer et al. (eds.), Research and Development in Intelligent Systems XXVII, DOI 10.1007/978-0-85729-130-1_21, © Springer-Verlag...