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BeeAlgo

Bees algorithm is a population-based search algorithm which mimics the food foraging behaviour of honey bee colonies. This particular implementation is something modified that bees wouldn't stuck in local extremums.
Matplot++ was used to save graphs every time when objective function is optimized.

Plotting example (Egholder Function): (Red - best sites, Green - selected sites)
ezgif com-gif-maker

References:
[1.] https://jenyay.net/Programming/Bees
[2.] https://en.wikipedia.org/wiki/Bees_algorithm
[3.] http://beesalgorithmsite.altervista.org/