Locust Search (LS) Algorithm

Version 1.0.0.0 (346 ko) par Erik
Evolutionary computation method based on the behavior of swarms of locusts.
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Mise à jour 28 sept. 2015

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The LS algorithm is based on the simulation of the behavior presented in swarms of locusts. In the proposed algorithm, individuals emulate a group of locusts which interact to each other based on the biological laws of the cooperative swarm. Experimental results demonstrate a high performance of the proposed method for searching a global optimum in comparison with other well-known evolutionary methods.
More details in:

Erik Cuevas, Adrián González, Fernando Fausto, Daniel Zaldívar, and Marco Pérez-Cisneros, “Multithreshold Segmentation by Using an Algorithm Based on the Behavior of Locust Swarms,” Mathematical Problems in Engineering, vol. 2015, Article ID 805357, 25 pages, 2015. doi:10.1155/2015/805357.

http://www.hindawi.com/journals/mpe/2015/805357/

Citation pour cette source

Erik (2024). Locust Search (LS) Algorithm (https://www.mathworks.com/matlabcentral/fileexchange/53271-locust-search-ls-algorithm), MATLAB Central File Exchange. Récupéré le .

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1.0.0.0