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

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Something smells bad in the world of metaheuristics... Ghasemi-Marzbali, A. A novel nature-inspired meta-heuristic algorithm for optimization: bear smell search algorithm. Soft Comput 24, 13003–13035 (2020). https://doi.org/10.1007/s00500-020-04721-1 Spotted in the...

Q. Feng, S.C. Chu, J.S. Pan, J. Wu and T.S. Pan, "Energy-Efficient Clustering Mechanism of Routing Protocol for Heterogeneous Wireless Sensor Network Based on Bamboo Forest Growth Optimizer", /Entropy/, vol....

Paper Suggestion

Paper shared by Anand Subramanian https://www.nature.com/articles/s41598-022-25031-6 Hey, it is a nature paper. Nature papers are scientific, right? Right?

Paper Suggestion

Golf Optimization Algorithm: A New Game-Based Metaheuristic Algorithm and Its Application to Energy Commitment Problem Considering Resilience In this research article, we uphold the principles of the No Free Lunch...

https://doi.org/10.1038/s41598-023-35863-5 suggested by Denis Pallez, University Cotre d'Azur, France

Paper Suggestion

https://doi.org/10.1016/j.engappai.2022.105075 This paper proposes a novel [swarm intelligence](https://www.sciencedirect.com/topics/engineering/swarm-intelligence) bioinspired optimization algorithm, called the Dandelion Optimizer (DO), for solving continuous [optimization problems](https://www.sciencedirect.com/topics/computer-science/optimization-problem). DO simulates the process of dandelion seed long-distance flight...

Mountain Gazelle Optimizer: A new Nature-inspired Metaheuristic Algorithm for Global Optimization Problems https://doi.org/10.1016/j.advengsoft.2022.103282 The Mountain Gazelle Optimizer (MGO), a novel meta-heuristic algorithm inspired by the social life and hierarchy of...

Artificial rabbits optimization: A new bio-inspired meta-heuristic algorithm for solving engineering optimization problems https://doi.org/10.1016/j.engappai.2022.105082 In this paper, a new bio-inspired meta-heuristic algorithm, named artificial rabbits optimization (ARO), is proposed and...

Aquila Optimizer: A novel meta-heuristic optimization algorithm https://doi.org/10.1016/j.cie.2021.107250 This paper proposes a novel population-based optimization method, called Aquila Optimizer (AO), which is inspired by the Aquila’s behaviors in nature during...