Humanoid ant algorithm

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HUMANT (HUManoid ANT) algorithm^[1] belongs to Ant colony optimization algorithms. It is a fully operational MOACO with a priori approach to MOO, based on MMAS and multi-criteria decision-making PROMETHEE method. It has been experimentally tested on the Traveling salesman problem and applied to the Partner selection problem (PSP) with up to four objectives (criteria).^[2]

References

^ Mladineo, Marko; Veza, Ivica; Gjeldum, Nikola (2015). "Single-Objective and Multi-Objective Optimization using the HUMANT algorithm". Croatian Operational Research Review (CRORR). 6. doi:10.17535/crorr.2015.0035.
^ Mladineo, Marko; Veza, Ivica; Gjeldum, Nikola (2016). "Solving partner selection problem in cyber-physical production networks using the HUMANT algorithm". International Journal of Production Research: 1–16. doi:10.1080/00207543.2016.1234084.