metaheuristicOpt

An implementation of metaheuristic algorithms for continuous optimization. Currently, the package contains the implementations of 21 algorithms, as follows: particle swarm optimization (Kennedy and Eberhart, 1995), ant lion optimizer (Mirjalili, 2015 [doi:10.1016/j.advengsoft.2015.01.010]), grey wolf optimizer (Mirjalili et al., 2014 [doi:10.1016/j.advengsoft.2013.12.007]), dragonfly algorithm (Mirjalili, 2015 [doi:10.1007/s00521-015-1920-1]), firefly algorithm (Yang, 2009 [doi:10.1007/978-3-642-04944-6_14]), genetic algorithm (Holland, 1992, ISBN:978-0262581110), grasshopper optimisation algorithm (Saremi et al., 2017 [doi:10.1016/j.advengsoft.2017.01.004]), harmony search algorithm (Mahdavi et al., 2007 [doi:10.1016/j.amc.2006.11.033]), moth flame optimizer (Mirjalili, 2015 [doi:10.1016/j.knosys.2015.07.006]), sine cosine algorithm (Mirjalili, 2016 [doi:10.1016/j.knosys.2015.12.022]), whale optimization algorithm (Mirjalili and Lewis, 2016 [doi:10.1016/j.advengsoft.2016.01.008]), clonal selection algorithm (Castro, 2002 [doi:10.1109/TEVC.2002.1011539]), differential evolution (Das & Suganthan, 2011), shuffled frog leaping (Eusuff, Landsey & Pasha, 2006), cat swarm optimization (Chu et al., 2006), artificial bee colony algorithm (Karaboga & Akay, 2009), krill-herd algorithm (Gandomi & Alavi, 2012), cuckoo search (Yang & Deb, 2009), bat algorithm (Yang, 2012), gravitational based search (Rashedi et al., 2009) and black hole optimization (Hatamlou, 2013).

Last 30 days

This package has been downloaded 230 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 12 times.

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Last 365 days

This package has been downloaded 2,849 times in the last 365 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The day with the most downloads was Apr 01, 2025 with 34 downloads.

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